SuperXDiscover Audit Roast Popular Recents Leaderboard TrendingFeatures Testimonials Get Started for Free

Get live statistics and analysis of yourclouddude's profile on X / Twitter

DevOps | AWS | Python | Learn smarter with tips, tools & roadmaps for Cloud & AI careers 📌Get AWS resources & guides 👇 🔗 yourclouddude.gumroad.com

31 following9k followers

Archetype analysis

The Creator

YourCloudDude is the ultimate project-driven mentor in cloud and AI learning, transforming complex concepts into easy, bite-sized projects. With a strong grasp on DevOps and AWS, they empower followers to build practical skills through hands-on Python and cloud projects rather than drowning in theory. Their tweets are a roadmap to smarter learning packed with actionable, beginner-friendly projects that you can actually finish.

Recent engagement

Impressions

4.5M-217.6k

Estimate earning$860.12

Likes

20.9k-1.8k

48%

Retweets

2.2k-187

Replies

585-122

Bookmarks

19.7k-2.1k

45%

Get more insights about yourclouddude with SuperX

Social Circle

Top users who interacted with yourclouddude over the last 14 days

Siya @Loop_and_lift

Just A human typing keys to build something ... Open for paid work & collabs

1 interactions

🔥 Roast

YourCloudDude tweets so often and so methodically that I’m convinced their keyboard has a better social life than they do—at least it talks to a lot more people. Maybe take a break from being a Python factory and chat with your followers once in a while?

⚡️ Nice achievement

Achieving millions of views on educational tweets proves they’ve successfully cracked the code to demystifying cloud and AI careers with a unique, project-based approach that resonates widely.

🌟 Life's purpose

To inspire and equip aspiring cloud and AI professionals with practical, project-based learning that accelerates skill-building and career growth. YourCloudDude thrives on making advanced technical topics accessible and manageable, helping others learn smarter by doing.

💬 Values and Beliefs

They believe that true mastery comes from building real projects, not just reading documentation or watching tutorials. Simplification and actionable steps are key—they value clarity, practicality, and fostering a growth mindset in tech education.

💪 Strength

Their strengths lie in clear, concise communication and a deep understanding of how to break down complex cloud and AI topics into digestible project lists that motivate and engage learners. They have an incredible knack for turning abstract ideas into tangible, achievable steps.

🫣 Weakness

With high tweet volume and a focused niche, there’s a risk of content repetition that could tire long-term followers. Also, the lack of interaction with their community (following only 31 users) hints at potential missed opportunities for deeper audience engagement.

⚡️ Growth audience tips

To grow their audience on X, YourCloudDude should diversify content formats by adding video snippets or live walkthroughs of projects to boost engagement. Increasing community interaction via Q&A threads or polls could foster loyalty and encourage retweets. Collaborations with other tech creators would also expand their reach organically.

💁 Bonus

Fun fact: YourCloudDude’s most popular tweet on building Python projects has amassed nearly 4 million views, proving that people love simple, actionable advice over lengthy tutorials!

yourclouddude@yourclouddude · Aug 11

Don’t overthink it. • Build a Calculator to master logic & loops • Build a Weather App using live APIs • Build a CRUD Web App with Flask + DB • Build a Chatbot UI with Streamlit + GPT • Build a File Organizer with os & shutil • Build a Resume Parser using NLP • Build a Stock Predictor using ML • Build a Job Tracker that updates Notion The best way to learn Python? Projects. Not tutorials.

587k

yourclouddude@yourclouddude · Sep 21

AWS in plain English: • EC2 → computer • S3 → storage • RDS → database • IAM → security guard • Lambda → automation That’s 80% of what you’ll use daily...

464k

yourclouddude@yourclouddude · Sep 11

AWS isn’t learned by reading docs. It’s learned by building. Here are 7 beginner-friendly AWS projects you can actually finish 👇

208k

yourclouddude@yourclouddude · Oct 03

190k

yourclouddude@yourclouddude · Oct 15

yourclouddude@yourclouddude · Nov 01

Don’t overthink it. • Learn EC2 → compute • Learn S3 → storage • Learn RDS → database • Learn IAM → security • Learn VPC → networking • Learn Lambda → automation • Learn CloudWatch → monitoring • Learn Route 53 → DNS & domains You don’t need every AWS service. Just master the ones that actually run the cloud. ☁️

yourclouddude@yourclouddude · Oct 27

AWS in plain English: • EC2 → computer • S3 → storage • RDS → database • IAM → security guard • Lambda → automation That’s 80% of what you’ll use daily... make it similar to these

72k

yourclouddude@yourclouddude · Nov 10

184k

yourclouddude@yourclouddude · Sep 22

Projects are your portfolio. Not certificates.

71k

yourclouddude@yourclouddude · Aug 17

Don’t overthink it. • Deploy a portfolio site on AWS • Set up a CI/CD pipeline • Automate cloud backups • Build a serverless image uploader • Create a personal blog with S3 + Route 53 • Monitor usage with CloudWatch • Build a Slack bot with Lambda • Secure cloud accounts with MFA The best way to grow in cloud? Projects. Not tutorials.

149k

yourclouddude@yourclouddude · Aug 24

Learn Python the way employers want: projects.

80k

yourclouddude@yourclouddude · Aug 27

5 AWS projects that make recruiters stop scrolling: • Portfolio Website (S3 + CloudFront) • REST API (Lambda + API Gateway) • Multi-tier App (EC2 + RDS + VPC) • Alerts Dashboard (CloudWatch + SNS) • Data ETL Pipeline (S3 + Glue + Athena) Real > Paper. Projects > Certs.

69k

yourclouddude@yourclouddude · Nov 01

Url shortner AWS Architecture explained 👇

yourclouddude@yourclouddude · Oct 14

AWS skills that interviewers actually care about.

75k

yourclouddude@yourclouddude · Aug 14

Don’t overthink it. • Host a static website on S3 + CloudFront • Build a serverless API with Lambda + API Gateway • Set up a chatbot with Amazon Lex • Deploy a database on RDS • Create an image recognition app with Rekognition • Automate reports with AWS Glue + S3 • Build a real-time dashboard with Kinesis • Secure access with IAM roles & policies The best way to learn AWS? Projects. Not tutorials.

108k

yourclouddude@yourclouddude · Sep 03

81k

Most engaged tweets of yourclouddude

yourclouddude@yourclouddude · Nov 07

☁️ AZ-900 isn’t hard — it’s just misunderstood. You don’t need to memorize every icon or CLI command. You just need to understand how the cloud actually thinks. Once that clicks — 🔹 IaaS · PaaS · SaaS → crystal clear 🔹 CAPEX vs OPEX → finally makes sense 🔹 Azure stops feeling like alphabet soup Focus on concepts + hands-on labs. That combo beats 10 hours of random tutorials. I’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe. 💬 Reply “Azure” and I’ll send you the resources.

18k

yourclouddude@yourclouddude · Sep 21

AWS in plain English: • EC2 → computer • S3 → storage • RDS → database • IAM → security guard • Lambda → automation That’s 80% of what you’ll use daily...

464k

yourclouddude@yourclouddude · Aug 11

587k

yourclouddude@yourclouddude · Nov 10

184k

yourclouddude@yourclouddude · Oct 27

72k

yourclouddude@yourclouddude · Oct 15

yourclouddude@yourclouddude · Nov 01

yourclouddude@yourclouddude · Oct 31

AWS Learning Roadmap 2025 ☁️ 1️⃣ Start: Learn the basics → EC2 = compute → S3 = storage → IAM = security → RDS = database 2️⃣ Build: Do hands-on projects → Host a site → Deploy an app → Use free-tier services 3️⃣ Certify: 🎓 Cloud Practitioner (CLF-C02) ⚙️ Solutions Architect (SAA-C03) 4️⃣ Deep Dive: Networking • Monitoring • Serverless • Security 5️⃣ Specialize: AI/ML • DevOps • Data • Architect 💡 Don’t just study — build while you learn. 🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker) ⬇️ Comment ROADMAP to get it.

44k

yourclouddude@yourclouddude · Aug 22

Why learn AWS? • Netflix → runs on AWS • Airbnb → built on AWS • Twitch → powered by AWS • NASA → processes space data on AWS • Airbnb → built global scale with AWS • LinkedIn → partly on AWS • Epic Games (Fortnite) → hosted on AWS • Government agencies → rely on AWS Still need another reason? ☁️🔥

79k

yourclouddude@yourclouddude · Oct 03

190k

yourclouddude@yourclouddude · Sep 11

AWS isn’t learned by reading docs. It’s learned by building. Here are 7 beginner-friendly AWS projects you can actually finish 👇

208k

yourclouddude@yourclouddude · Aug 14

108k

yourclouddude@yourclouddude · Aug 17

149k

yourclouddude@yourclouddude · Nov 01

Url shortner AWS Architecture explained 👇

yourclouddude@yourclouddude · Nov 03

Recruiter: We need someone who knows AWS. Candidate: Sure, I’ve used AWS. Recruiter: Perfect, you’ll manage our entire cloud. Candidate: …All 200 services? Recruiter: That’s the spirit!

22k

yourclouddude@yourclouddude · Nov 16

AWS Projects that instantly level you up: • URL Shortener • Serverless Image Converter • Cost Monitor Bot • Auto Backup System • Static Website • Real-Time Alerts • CI/CD Pipeline If you’re not building these… you’re falling behind.

19k

People with Creator archetype

The Creator

Vishal Thakur@thakurvishal031

Helping brands build user-friendly websites that drive growth.

532 following681 followers

The Creator

Shri@shribuilds

founding engineer | indie hacker at night

691 following340 followers

The Creator

Abhi ✨@Abhi_Flex

Italian (with Indian roots) UI Designer and beginner developer. Finn Tech CEO.

428 following404 followers

The Creator

Rebane@rebane2001

1k following7k followers

The Creator

Thomas Ip@_thomasip

chief shitposting officer @ Beginning AI @scale_ai by day, building waifus by night. e/acc

398 following591 followers

The Creator

Aryan@BolatwtX

20, Designer | Developer | Retard

264 following778 followers

The Creator

𝙿 𝙴 𝙺 𝙰 𝚈 👾@InnovativeRichy

𝙱𝚕𝚘𝚌𝚔𝚌𝚑𝚊𝚒𝚗 𝙳𝚎𝚐𝚎𝚗 || 𝙸𝚗𝚏𝚘𝚏𝚒 𝙳𝚎𝚐𝚎𝚗 || 𝙳𝚒𝚐𝚒𝚝𝚊𝚕 𝙲𝚛𝚎𝚊𝚝𝚘𝚛 || 𝙰𝚕𝚙𝚑𝚊 𝚅𝚒𝚋𝚎𝚜 👾🛡️ @wardenprotocol

5k following4k followers

The Creator

Miggles NFT Artist 😼⚡️@MigglesArtist

Mister Miggles NFT Collection Creator/ Artist Opensea: opensea.io/collection/mig… Brett Collection: opensea.io/collection/bre…

700 following3k followers

The Creator

Aash@doubleashish

21, building something with a minuscule amount of tomfoolery.

56 following553 followers

The Creator

Dominik Muggli@dominikmuggli

Husband. Father. Technologist. Founder @Tansfom. Runner. Aspiring swimmer. Traveler. Fan of good food. Take/share photos 📷.

1k following1k followers

The Creator

Alfi | Design for Startups@AlfiFromToasty

Premium Web Designs for Start-Ups and SaaS · 100+ Projects delivered · founder of toastydesign.co

185 following10k followers

The Creator

totty.eth 🍌@totdgbtagb

year 3 of daily art (glitch, dither, distortion) | ex-{@Meta, @MIT} | bottom text

4k following8k followers

Explore Related Archetypes

If you enjoy the creator profiles, you might also like these personality types:

the achiever the activist the analyst the connector the critic the curator

Browse All Archetypes

the achiever the activist the analyst the connector the creator the critic the curator the educator the entertainer the entrepreneur the influencer the innovator the thought leader the visionary

Supercharge your 𝕏 game,
Grow with SuperX!

Get Started for Free

SuperXMade with 💛 by Tibo and Rob

Get SuperX for Chrome

Free X/Twitter Tools

X Profile Analyzer YouTube to Tweet X Profile Audit TikTok to Tweet X Activity Heatmap X Creator Revenue Heatmap X Creator Leaderboard X Video Downloader Trending on X

{"data":{"__meta":{"device":false,"path":"/creators/yourclouddude"},"/creators/yourclouddude":{"data":{"user":{"id":"1896591753064685568","name":"yourclouddude","description":"DevOps | AWS | Python | \nLearn smarter with tips, tools & roadmaps for Cloud & AI careers\n📌Get AWS resources & guides 👇\n\n🔗 https://t.co/dmySllL21u","followers_count":9582,"friends_count":31,"statuses_count":5316,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1954897897838764032/E-UrhspN_normal.jpg","screen_name":"yourclouddude","location":"","entities":{"description":{"urls":[{"url":"https://t.co/dmySllL21u","expanded_url":"https://yourclouddude.gumroad.com/","display_url":"yourclouddude.gumroad.com","indices":[123,146]}]}}},"details":{"type":"The Creator","description":"YourCloudDude is the ultimate project-driven mentor in cloud and AI learning, transforming complex concepts into easy, bite-sized projects. With a strong grasp on DevOps and AWS, they empower followers to build practical skills through hands-on Python and cloud projects rather than drowning in theory. Their tweets are a roadmap to smarter learning packed with actionable, beginner-friendly projects that you can actually finish.","purpose":"To inspire and equip aspiring cloud and AI professionals with practical, project-based learning that accelerates skill-building and career growth. YourCloudDude thrives on making advanced technical topics accessible and manageable, helping others learn smarter by doing.","beliefs":"They believe that true mastery comes from building real projects, not just reading documentation or watching tutorials. Simplification and actionable steps are key—they value clarity, practicality, and fostering a growth mindset in tech education.","facts":"Fun fact: YourCloudDude’s most popular tweet on building Python projects has amassed nearly 4 million views, proving that people love simple, actionable advice over lengthy tutorials!","strength":"Their strengths lie in clear, concise communication and a deep understanding of how to break down complex cloud and AI topics into digestible project lists that motivate and engage learners. They have an incredible knack for turning abstract ideas into tangible, achievable steps.","weakness":"With high tweet volume and a focused niche, there’s a risk of content repetition that could tire long-term followers. Also, the lack of interaction with their community (following only 31 users) hints at potential missed opportunities for deeper audience engagement.","recommendation":"To grow their audience on X, YourCloudDude should diversify content formats by adding video snippets or live walkthroughs of projects to boost engagement. Increasing community interaction via Q&A threads or polls could foster loyalty and encourage retweets. Collaborations with other tech creators would also expand their reach organically.","roast":"YourCloudDude tweets so often and so methodically that I’m convinced their keyboard has a better social life than they do—at least it talks to a lot more people. Maybe take a break from being a Python factory and chat with your followers once in a while?","win":"Achieving millions of views on educational tweets proves they’ve successfully cracked the code to demystifying cloud and AI careers with a unique, project-based approach that resonates widely."},"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1954770995681636428","view_count":587424,"bookmark_count":12175,"created_at":1754888697000,"favorite_count":8631,"quote_count":20,"reply_count":52,"retweet_count":865,"user_id_str":"1896591753064685568","conversation_id_str":"1954770995681636428","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,154],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1969638435896909925","view_count":464971,"bookmark_count":2767,"created_at":1758433371000,"favorite_count":6036,"quote_count":22,"reply_count":97,"retweet_count":533,"user_id_str":"1896591753064685568","conversation_id_str":"1969638435896909925","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1966275996581007833","view_count":208858,"bookmark_count":5860,"created_at":1757631703000,"favorite_count":3415,"quote_count":5,"reply_count":26,"retweet_count":391,"user_id_str":"1896591753064685568","conversation_id_str":"1966275996581007833","full_text":"AWS isn’t learned by reading docs.\nIt’s learned by building.\nHere are 7 beginner-friendly AWS projects you can actually finish 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1973948290484834470","view_count":190500,"bookmark_count":4094,"created_at":1759460921000,"favorite_count":3003,"quote_count":6,"reply_count":27,"retweet_count":301,"user_id_str":"1896591753064685568","conversation_id_str":"1973948290484834470","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978296147136729265","view_count":3980588,"bookmark_count":3339,"created_at":1760497531000,"favorite_count":2760,"quote_count":15,"reply_count":40,"retweet_count":289,"user_id_str":"1896591753064685568","conversation_id_str":"1978296147136729265","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058152763604992","indices":[47,70],"media_key":"3_1970058152763604992","media_url_https":"https://pbs.twimg.com/media/G1cNc75WQAAZCXO.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1970058152763604992"}}},{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058299761430528","indices":[47,70],"media_key":"3_1970058299761430528","media_url_https":"https://pbs.twimg.com/media/G1cNlfgXEAAZswM.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1970058299761430528"}}},{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058335161286656","indices":[47,70],"media_key":"3_1970058335161286656","media_url_https":"https://pbs.twimg.com/media/G1cNnjYWAAAagub.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1970058335161286656"}}},{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058479323803648","indices":[47,70],"media_key":"3_1970058479323803648","media_url_https":"https://pbs.twimg.com/media/G1cNv8bXcAA-7Rp.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1970058479323803648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058152763604992","indices":[47,70],"media_key":"3_1970058152763604992","media_url_https":"https://pbs.twimg.com/media/G1cNc75WQAAZCXO.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1970058152763604992"}}},{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058299761430528","indices":[47,70],"media_key":"3_1970058299761430528","media_url_https":"https://pbs.twimg.com/media/G1cNlfgXEAAZswM.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1970058299761430528"}}},{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058335161286656","indices":[47,70],"media_key":"3_1970058335161286656","media_url_https":"https://pbs.twimg.com/media/G1cNnjYWAAAagub.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1970058335161286656"}}},{"display_url":"pic.x.com/n1d5PraQTS","expanded_url":"https://x.com/yourclouddude/status/1970058511821259118/photo/1","id_str":"1970058479323803648","indices":[47,70],"media_key":"3_1970058479323803648","media_url_https":"https://pbs.twimg.com/media/G1cNv8bXcAA-7Rp.jpg","type":"photo","url":"https://t.co/n1d5PraQTS","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1970058479323803648"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1970058511821259118","view_count":71939,"bookmark_count":1540,"created_at":1758533525000,"favorite_count":1577,"quote_count":2,"reply_count":12,"retweet_count":121,"user_id_str":"1896591753064685568","conversation_id_str":"1970058511821259118","full_text":"Projects are your portfolio. Not certificates. https://t.co/n1d5PraQTS","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1956938674358173732","view_count":149154,"bookmark_count":2171,"created_at":1755405512000,"favorite_count":1563,"quote_count":5,"reply_count":19,"retweet_count":132,"user_id_str":"1896591753064685568","conversation_id_str":"1956938674358173732","full_text":"Don’t overthink it.\n• Deploy a portfolio site on AWS\n• Set up a CI/CD pipeline\n• Automate cloud backups\n• Build a serverless image uploader\n• Create a personal blog with S3 + Route 53\n• Monitor usage with CloudWatch\n• Build a Slack bot with Lambda\n• Secure cloud accounts with MFA\nThe best way to grow in cloud?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959556798777643008","indices":[47,70],"media_key":"3_1959556798777643008","media_url_https":"https://pbs.twimg.com/media/GzG-hrxX0AAigsA.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":81,"y":31,"h":181,"w":181}]},"medium":{"faces":[{"x":47,"y":18,"h":106,"w":106}]},"small":{"faces":[{"x":27,"y":10,"h":60,"w":60}]},"orig":{"faces":[{"x":190,"y":74,"h":423,"w":423}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":957,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4765,"width":3802,"focus_rects":[{"x":0,"y":246,"w":3802,"h":2129},{"x":0,"y":0,"w":3802,"h":3802},{"x":0,"y":0,"w":3802,"h":4334},{"x":0,"y":0,"w":2383,"h":4765},{"x":0,"y":0,"w":3802,"h":4765}]},"media_results":{"result":{"media_key":"3_1959556798777643008"}}},{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959556938091413505","indices":[47,70],"media_key":"3_1959556938091413505","media_url_https":"https://pbs.twimg.com/media/GzG-pywXQAENJJ1.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":59,"y":381,"h":103,"w":103},{"x":813,"y":3,"h":103,"w":103},{"x":813,"y":445,"h":105,"w":105},{"x":811,"y":1383,"h":107,"w":107},{"x":51,"y":95,"h":119,"w":119},{"x":821,"y":971,"h":141,"w":141}]},"medium":{"faces":[{"x":34,"y":223,"h":60,"w":60},{"x":476,"y":2,"h":60,"w":60},{"x":476,"y":261,"h":61,"w":61},{"x":475,"y":810,"h":63,"w":63},{"x":30,"y":56,"h":70,"w":70},{"x":481,"y":569,"h":83,"w":83}]},"small":{"faces":[{"x":19,"y":126,"h":34,"w":34},{"x":270,"y":1,"h":34,"w":34},{"x":270,"y":148,"h":35,"w":35},{"x":269,"y":459,"h":35,"w":35},{"x":17,"y":31,"h":39,"w":39},{"x":273,"y":322,"h":47,"w":47}]},"orig":{"faces":[{"x":139,"y":888,"h":241,"w":241},{"x":1893,"y":9,"h":241,"w":241},{"x":1893,"y":1037,"h":246,"w":246},{"x":1889,"y":3220,"h":251,"w":251},{"x":120,"y":223,"h":279,"w":279},{"x":1912,"y":2261,"h":330,"w":330}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":957,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4765,"width":3802,"focus_rects":[{"x":0,"y":2628,"w":3802,"h":2129},{"x":0,"y":963,"w":3802,"h":3802},{"x":0,"y":431,"w":3802,"h":4334},{"x":1072,"y":0,"w":2383,"h":4765},{"x":0,"y":0,"w":3802,"h":4765}]},"media_results":{"result":{"media_key":"3_1959556938091413505"}}},{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959556964297375744","indices":[47,70],"media_key":"3_1959556964297375744","media_url_https":"https://pbs.twimg.com/media/GzG-rUYWgAAL3aM.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":823,"y":1157,"h":119,"w":119},{"x":811,"y":541,"h":103,"w":103},{"x":69,"y":1205,"h":139,"w":139},{"x":811,"y":965,"h":161,"w":161}]},"medium":{"faces":[{"x":482,"y":678,"h":70,"w":70},{"x":475,"y":317,"h":60,"w":60},{"x":40,"y":706,"h":81,"w":81},{"x":475,"y":566,"h":94,"w":94}]},"small":{"faces":[{"x":273,"y":384,"h":39,"w":39},{"x":269,"y":179,"h":34,"w":34},{"x":23,"y":400,"h":46,"w":46},{"x":269,"y":320,"h":53,"w":53}]},"orig":{"faces":[{"x":1916,"y":2693,"h":279,"w":279},{"x":1888,"y":1260,"h":241,"w":241},{"x":162,"y":2805,"h":325,"w":325},{"x":1888,"y":2247,"h":376,"w":376}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":958,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4764,"width":3802,"focus_rects":[{"x":0,"y":2389,"w":3802,"h":2129},{"x":0,"y":962,"w":3802,"h":3802},{"x":0,"y":430,"w":3802,"h":4334},{"x":833,"y":0,"w":2382,"h":4764},{"x":0,"y":0,"w":3802,"h":4764}]},"media_results":{"result":{"media_key":"3_1959556964297375744"}}},{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959557102831046656","indices":[47,70],"media_key":"3_1959557102831046656","media_url_https":"https://pbs.twimg.com/media/GzG-zYdWkAAjz1w.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":823,"y":1673,"h":107,"w":107},{"x":811,"y":463,"h":103,"w":103},{"x":57,"y":299,"h":105,"w":105},{"x":809,"y":763,"h":109,"w":109},{"x":55,"y":1163,"h":227,"w":227}]},"medium":{"faces":[{"x":482,"y":981,"h":63,"w":63},{"x":475,"y":271,"h":60,"w":60},{"x":33,"y":175,"h":61,"w":61},{"x":474,"y":447,"h":64,"w":64},{"x":32,"y":682,"h":133,"w":133}]},"small":{"faces":[{"x":273,"y":556,"h":35,"w":35},{"x":269,"y":154,"h":34,"w":34},{"x":19,"y":99,"h":35,"w":35},{"x":269,"y":253,"h":36,"w":36},{"x":18,"y":386,"h":75,"w":75}]},"orig":{"faces":[{"x":1916,"y":3894,"h":251,"w":251},{"x":1888,"y":1079,"h":241,"w":241},{"x":134,"y":697,"h":246,"w":246},{"x":1884,"y":1777,"h":255,"w":255},{"x":130,"y":2707,"h":530,"w":530}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":958,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4764,"width":3802,"focus_rects":[{"x":0,"y":1913,"w":3802,"h":2129},{"x":0,"y":962,"w":3802,"h":3802},{"x":0,"y":430,"w":3802,"h":4334},{"x":1071,"y":0,"w":2382,"h":4764},{"x":0,"y":0,"w":3802,"h":4764}]},"media_results":{"result":{"media_key":"3_1959557102831046656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959556798777643008","indices":[47,70],"media_key":"3_1959556798777643008","media_url_https":"https://pbs.twimg.com/media/GzG-hrxX0AAigsA.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":81,"y":31,"h":181,"w":181}]},"medium":{"faces":[{"x":47,"y":18,"h":106,"w":106}]},"small":{"faces":[{"x":27,"y":10,"h":60,"w":60}]},"orig":{"faces":[{"x":190,"y":74,"h":423,"w":423}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":957,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4765,"width":3802,"focus_rects":[{"x":0,"y":246,"w":3802,"h":2129},{"x":0,"y":0,"w":3802,"h":3802},{"x":0,"y":0,"w":3802,"h":4334},{"x":0,"y":0,"w":2383,"h":4765},{"x":0,"y":0,"w":3802,"h":4765}]},"media_results":{"result":{"media_key":"3_1959556798777643008"}}},{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959556938091413505","indices":[47,70],"media_key":"3_1959556938091413505","media_url_https":"https://pbs.twimg.com/media/GzG-pywXQAENJJ1.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":59,"y":381,"h":103,"w":103},{"x":813,"y":3,"h":103,"w":103},{"x":813,"y":445,"h":105,"w":105},{"x":811,"y":1383,"h":107,"w":107},{"x":51,"y":95,"h":119,"w":119},{"x":821,"y":971,"h":141,"w":141}]},"medium":{"faces":[{"x":34,"y":223,"h":60,"w":60},{"x":476,"y":2,"h":60,"w":60},{"x":476,"y":261,"h":61,"w":61},{"x":475,"y":810,"h":63,"w":63},{"x":30,"y":56,"h":70,"w":70},{"x":481,"y":569,"h":83,"w":83}]},"small":{"faces":[{"x":19,"y":126,"h":34,"w":34},{"x":270,"y":1,"h":34,"w":34},{"x":270,"y":148,"h":35,"w":35},{"x":269,"y":459,"h":35,"w":35},{"x":17,"y":31,"h":39,"w":39},{"x":273,"y":322,"h":47,"w":47}]},"orig":{"faces":[{"x":139,"y":888,"h":241,"w":241},{"x":1893,"y":9,"h":241,"w":241},{"x":1893,"y":1037,"h":246,"w":246},{"x":1889,"y":3220,"h":251,"w":251},{"x":120,"y":223,"h":279,"w":279},{"x":1912,"y":2261,"h":330,"w":330}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":957,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4765,"width":3802,"focus_rects":[{"x":0,"y":2628,"w":3802,"h":2129},{"x":0,"y":963,"w":3802,"h":3802},{"x":0,"y":431,"w":3802,"h":4334},{"x":1072,"y":0,"w":2383,"h":4765},{"x":0,"y":0,"w":3802,"h":4765}]},"media_results":{"result":{"media_key":"3_1959556938091413505"}}},{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959556964297375744","indices":[47,70],"media_key":"3_1959556964297375744","media_url_https":"https://pbs.twimg.com/media/GzG-rUYWgAAL3aM.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":823,"y":1157,"h":119,"w":119},{"x":811,"y":541,"h":103,"w":103},{"x":69,"y":1205,"h":139,"w":139},{"x":811,"y":965,"h":161,"w":161}]},"medium":{"faces":[{"x":482,"y":678,"h":70,"w":70},{"x":475,"y":317,"h":60,"w":60},{"x":40,"y":706,"h":81,"w":81},{"x":475,"y":566,"h":94,"w":94}]},"small":{"faces":[{"x":273,"y":384,"h":39,"w":39},{"x":269,"y":179,"h":34,"w":34},{"x":23,"y":400,"h":46,"w":46},{"x":269,"y":320,"h":53,"w":53}]},"orig":{"faces":[{"x":1916,"y":2693,"h":279,"w":279},{"x":1888,"y":1260,"h":241,"w":241},{"x":162,"y":2805,"h":325,"w":325},{"x":1888,"y":2247,"h":376,"w":376}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":958,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4764,"width":3802,"focus_rects":[{"x":0,"y":2389,"w":3802,"h":2129},{"x":0,"y":962,"w":3802,"h":3802},{"x":0,"y":430,"w":3802,"h":4334},{"x":833,"y":0,"w":2382,"h":4764},{"x":0,"y":0,"w":3802,"h":4764}]},"media_results":{"result":{"media_key":"3_1959556964297375744"}}},{"display_url":"pic.x.com/AwmLk3syTx","expanded_url":"https://x.com/yourclouddude/status/1959557130630856903/photo/1","id_str":"1959557102831046656","indices":[47,70],"media_key":"3_1959557102831046656","media_url_https":"https://pbs.twimg.com/media/GzG-zYdWkAAjz1w.jpg","type":"photo","url":"https://t.co/AwmLk3syTx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":823,"y":1673,"h":107,"w":107},{"x":811,"y":463,"h":103,"w":103},{"x":57,"y":299,"h":105,"w":105},{"x":809,"y":763,"h":109,"w":109},{"x":55,"y":1163,"h":227,"w":227}]},"medium":{"faces":[{"x":482,"y":981,"h":63,"w":63},{"x":475,"y":271,"h":60,"w":60},{"x":33,"y":175,"h":61,"w":61},{"x":474,"y":447,"h":64,"w":64},{"x":32,"y":682,"h":133,"w":133}]},"small":{"faces":[{"x":273,"y":556,"h":35,"w":35},{"x":269,"y":154,"h":34,"w":34},{"x":19,"y":99,"h":35,"w":35},{"x":269,"y":253,"h":36,"w":36},{"x":18,"y":386,"h":75,"w":75}]},"orig":{"faces":[{"x":1916,"y":3894,"h":251,"w":251},{"x":1888,"y":1079,"h":241,"w":241},{"x":134,"y":697,"h":246,"w":246},{"x":1884,"y":1777,"h":255,"w":255},{"x":130,"y":2707,"h":530,"w":530}]}},"sizes":{"large":{"h":2048,"w":1634,"resize":"fit"},"medium":{"h":1200,"w":958,"resize":"fit"},"small":{"h":680,"w":543,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4764,"width":3802,"focus_rects":[{"x":0,"y":1913,"w":3802,"h":2129},{"x":0,"y":962,"w":3802,"h":3802},{"x":0,"y":430,"w":3802,"h":4334},{"x":1071,"y":0,"w":2382,"h":4764},{"x":0,"y":0,"w":3802,"h":4764}]},"media_results":{"result":{"media_key":"3_1959557102831046656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1959557130630856903","view_count":80182,"bookmark_count":2578,"created_at":1756029801000,"favorite_count":1534,"quote_count":2,"reply_count":7,"retweet_count":170,"user_id_str":"1896591753064685568","conversation_id_str":"1959557130630856903","full_text":"Learn Python the way employers want: projects. https://t.co/AwmLk3syTx","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1960627178199986363","view_count":69129,"bookmark_count":1920,"created_at":1756284920000,"favorite_count":1490,"quote_count":0,"reply_count":11,"retweet_count":154,"user_id_str":"1896591753064685568","conversation_id_str":"1960627178199986363","full_text":"5 AWS projects that make recruiters stop scrolling:\n\n• Portfolio Website (S3 + CloudFront)\n• REST API (Lambda + API Gateway)\n• Multi-tier App (EC2 + RDS + VPC)\n• Alerts Dashboard (CloudWatch + SNS)\n• Data ETL Pipeline (S3 + Glue + Athena)\n\nReal > Paper. Projects > Certs.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038580883722240","indices":[50,73],"media_key":"3_1978038580883722240","media_url_https":"https://pbs.twimg.com/media/G3Nnm_WXkAAMDUU.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038580883722240"}}},{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038724274290691","indices":[50,73],"media_key":"3_1978038724274290691","media_url_https":"https://pbs.twimg.com/media/G3NnvVhWAAMkCB_.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038724274290691"}}},{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038756482457601","indices":[50,73],"media_key":"3_1978038756482457601","media_url_https":"https://pbs.twimg.com/media/G3NnxNgXoAE4uTm.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038756482457601"}}},{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038902591012865","indices":[50,73],"media_key":"3_1978038902591012865","media_url_https":"https://pbs.twimg.com/media/G3Nn5tzXQAExqli.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038902591012865"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038580883722240","indices":[50,73],"media_key":"3_1978038580883722240","media_url_https":"https://pbs.twimg.com/media/G3Nnm_WXkAAMDUU.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038580883722240"}}},{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038724274290691","indices":[50,73],"media_key":"3_1978038724274290691","media_url_https":"https://pbs.twimg.com/media/G3NnvVhWAAMkCB_.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038724274290691"}}},{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038756482457601","indices":[50,73],"media_key":"3_1978038756482457601","media_url_https":"https://pbs.twimg.com/media/G3NnxNgXoAE4uTm.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038756482457601"}}},{"display_url":"pic.x.com/Xh5Ux4YB9O","expanded_url":"https://x.com/yourclouddude/status/1978038935566651731/photo/1","id_str":"1978038902591012865","indices":[50,73],"media_key":"3_1978038902591012865","media_url_https":"https://pbs.twimg.com/media/G3Nn5tzXQAExqli.jpg","type":"photo","url":"https://t.co/Xh5Ux4YB9O","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1978038902591012865"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978038935566651731","view_count":75251,"bookmark_count":1612,"created_at":1760436207000,"favorite_count":1360,"quote_count":0,"reply_count":2,"retweet_count":213,"user_id_str":"1896591753064685568","conversation_id_str":"1978038935566651731","full_text":"AWS skills that interviewers actually care about. https://t.co/Xh5Ux4YB9O","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1955951989885415794","view_count":108940,"bookmark_count":1851,"created_at":1755170268000,"favorite_count":1321,"quote_count":2,"reply_count":19,"retweet_count":119,"user_id_str":"1896591753064685568","conversation_id_str":"1955951989885415794","full_text":"Don’t overthink it.\n• Host a static website on S3 + CloudFront\n• Build a serverless API with Lambda + API Gateway\n• Set up a chatbot with Amazon Lex\n• Deploy a database on RDS\n• Create an image recognition app with Rekognition\n• Automate reports with AWS Glue + S3\n• Build a real-time dashboard with Kinesis\n• Secure access with IAM roles & policies\nThe best way to learn AWS?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1963073059876962358","view_count":81045,"bookmark_count":1808,"created_at":1756868064000,"favorite_count":1311,"quote_count":2,"reply_count":9,"retweet_count":173,"user_id_str":"1896591753064685568","conversation_id_str":"1963073059876962358","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}],"ctweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,154],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1969638435896909925","view_count":464971,"bookmark_count":2767,"created_at":1758433371000,"favorite_count":6036,"quote_count":22,"reply_count":97,"retweet_count":533,"user_id_str":"1896591753064685568","conversation_id_str":"1969638435896909925","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1954770995681636428","view_count":587424,"bookmark_count":12175,"created_at":1754888697000,"favorite_count":8631,"quote_count":20,"reply_count":52,"retweet_count":865,"user_id_str":"1896591753064685568","conversation_id_str":"1954770995681636428","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978296147136729265","view_count":3980588,"bookmark_count":3339,"created_at":1760497531000,"favorite_count":2760,"quote_count":15,"reply_count":40,"retweet_count":289,"user_id_str":"1896591753064685568","conversation_id_str":"1978296147136729265","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1958855532493619646","view_count":79209,"bookmark_count":737,"created_at":1755862527000,"favorite_count":1182,"quote_count":3,"reply_count":31,"retweet_count":100,"user_id_str":"1896591753064685568","conversation_id_str":"1958855532493619646","full_text":"Why learn AWS?\n\n• Netflix → runs on AWS\n• Airbnb → built on AWS\n• Twitch → powered by AWS\n• NASA → processes space data on AWS\n• Airbnb → built global scale with AWS\n• LinkedIn → partly on AWS\n• Epic Games (Fortnite) → hosted on AWS\n• Government agencies → rely on AWS\n\nStill need another reason? ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1973948290484834470","view_count":190500,"bookmark_count":4094,"created_at":1759460921000,"favorite_count":3003,"quote_count":6,"reply_count":27,"retweet_count":301,"user_id_str":"1896591753064685568","conversation_id_str":"1973948290484834470","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1966275996581007833","view_count":208858,"bookmark_count":5860,"created_at":1757631703000,"favorite_count":3415,"quote_count":5,"reply_count":26,"retweet_count":391,"user_id_str":"1896591753064685568","conversation_id_str":"1966275996581007833","full_text":"AWS isn’t learned by reading docs.\nIt’s learned by building.\nHere are 7 beginner-friendly AWS projects you can actually finish 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1955951989885415794","view_count":108940,"bookmark_count":1851,"created_at":1755170268000,"favorite_count":1321,"quote_count":2,"reply_count":19,"retweet_count":119,"user_id_str":"1896591753064685568","conversation_id_str":"1955951989885415794","full_text":"Don’t overthink it.\n• Host a static website on S3 + CloudFront\n• Build a serverless API with Lambda + API Gateway\n• Set up a chatbot with Amazon Lex\n• Deploy a database on RDS\n• Create an image recognition app with Rekognition\n• Automate reports with AWS Glue + S3\n• Build a real-time dashboard with Kinesis\n• Secure access with IAM roles & policies\nThe best way to learn AWS?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1956938674358173732","view_count":149154,"bookmark_count":2171,"created_at":1755405512000,"favorite_count":1563,"quote_count":5,"reply_count":19,"retweet_count":132,"user_id_str":"1896591753064685568","conversation_id_str":"1956938674358173732","full_text":"Don’t overthink it.\n• Deploy a portfolio site on AWS\n• Set up a CI/CD pipeline\n• Automate cloud backups\n• Build a serverless image uploader\n• Create a personal blog with S3 + Route 53\n• Monitor usage with CloudWatch\n• Build a Slack bot with Lambda\n• Secure cloud accounts with MFA\nThe best way to grow in cloud?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}],"activities":{"nreplies":[{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":8,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":11,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":19,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":13,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":4,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":52,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":7,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":1,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":6,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":55,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":64,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":19,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":37,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":10,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":8,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":102,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":6,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":58,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":22,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":8,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":13,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":11,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":3,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":35,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":12,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-21","value":11,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":224,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":550,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":1324,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":238,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":134,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":989,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":235,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":3,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":252,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1443,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":4142,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":950,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":2151,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":319,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":543,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":556,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":162,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":2404,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":624,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":480,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":425,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":445,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":84,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":1048,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":38,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nretweets":[{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":26,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":44,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":163,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":33,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":18,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":220,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":50,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":34,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":164,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":355,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":91,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":215,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":40,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":44,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":70,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":29,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":246,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":101,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":38,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":58,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":64,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":16,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":148,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":11,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nlikes":[{"label":"2025-10-21","value":15,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":199,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":507,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":1473,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":331,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":177,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":2482,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":358,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":3,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":207,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1276,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":3888,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":863,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":2081,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":366,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":426,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":631,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":177,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":2180,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":716,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":387,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":381,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":541,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":109,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":1137,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":67,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nviews":[{"label":"2025-10-21","value":852,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":12100,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":29350,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":72516,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":15267,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":9166,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":77901,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":20169,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":225,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":10568,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":64022,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":3620918,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":71455,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":108673,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":17490,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":25299,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":32025,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":13137,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":199747,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":49613,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":30686,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":19317,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":20464,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":3726,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":61511,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":2558,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}]},"interactions":{"users":[{"created_at":1737982590000,"uid":"1883861571929264129","id":"1883861571929264129","screen_name":"Loop_and_lift","name":"Siya","friends_count":4696,"followers_count":16319,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1965629450223230976/d3Gbb9wd_normal.jpg","description":"Just A human typing keys to build something ... Open for paid work & collabs","entities":{"description":{"urls":[]}},"interactions":1,"following":true,"followed_by":true}],"period":14,"start":1762346606117,"end":1763556206117},"interactions_updated":1763556206212,"created":1763556205956,"updated":1763556206213,"type":"the creator","hits":1},"people":[{"user":{"id":"401192925","name":"Vishal Thakur","description":"Helping brands build user-friendly websites that drive growth.","followers_count":681,"friends_count":532,"statuses_count":4711,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1989407722463531010/-wMmbP5G_normal.jpg","screen_name":"thakurvishal031","location":"India","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"vishalthakur.dev","expanded_url":"https://www.vishalthakur.dev","url":"https://t.co/P8U2dwrLyc","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Vishal Thakur is a passionate web designer who uses his skills to help brands craft user-friendly websites that drive growth. He is a hands-on creative who loves to learn, experiment, and share his design insights and quick redesign hacks. With thousands of tweets, he is actively engaged in the design community, always eager to inspire and educate fellow designers.","facts":"Fun fact: Vishal once pointed out how Wix changed their CTA strategy exactly contrary to expert advice, showing his keen eye for details in UX that many miss.","purpose":"Vishal's life purpose revolves around elevating digital experiences by blending creativity and functionality. He aims to empower brands and junior designers alike to adopt smarter design practices that truly serve users.","beliefs":"He believes in learning through doing and modeling success by copying the best design work out there. He values simplicity, clarity, and practical basics that deliver results over flashy or complicated designs.","strength":"Vishal’s greatest strength lies in his ability to observe, learn, and improve design elements quickly, coupled with his prolific content sharing that educates and inspires others in the design space.","weakness":"His high volume of tweets and constant tweaking might sometimes come across as scattered or overly focused on tweaking small details, which could dilute the impact of his best ideas.","recommendation":"To grow his audience on X, Vishal should leverage more storytelling in his tweets—demonstrate the 'why' behind his design choices alongside the 'what.' Sharing case studies or transformation stories with clear metrics can boost engagement and credibility.","roast":"Vishal probably spends more time redesigning a webpage’s CTA than most people spend deciding what to have for lunch—if only he could redesign his own tweet scheduling, maybe some of those 4,711 tweets would actually get retweeted!","win":"One of Vishal’s biggest wins is his quick redesign of MKBHD's wallpaper app website, which grabbed attention from a top tech influencer—proof that his design skill can shine on high-profile projects."},"created":1763560070674,"type":"the creator","id":"thakurvishal031"},{"user":{"id":"972455332373872647","name":"Shri","description":"founding engineer | indie hacker at night","followers_count":340,"friends_count":691,"statuses_count":2933,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1987193244304998401/y4-c9hcO_normal.jpg","screen_name":"shribuilds","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"dub.sh/shri","expanded_url":"https://dub.sh/shri","url":"https://t.co/ZvaZYr50O5","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Shri is a founding engineer by day and an indie hacker by night, constantly building and sharing innovative tools and resources with the community. Known for his hands-on approach and developer-focused content, Shri is all about creating practical solutions and spotlighting cool open-source projects. His tweets are a mix of shoutouts, tech tips, and playful critiques that resonate with fellow developers and hackers alike.","purpose":"Shri's life purpose revolves around crafting meaningful tech innovations that empower other developers, while fostering collaboration and knowledge-sharing within the indie hacking and open-source communities.","beliefs":"Shri believes in the power of open-source, community collaboration, and continuous learning. He values practical contributions over hype, authenticity over showmanship, and believes that smart tools and shared knowledge accelerate collective progress.","facts":"Fun fact: Shri’s top tweet is essentially a roll call of his favorite go-to developers, proving he’s both well-connected and appreciates the eclectic talents around him in the coding world.","strength":"Shri’s greatest strength lies in his technical expertise paired with an ability to communicate helpfully and engagingly about complex tech topics. His authentic community involvement and prolific output keep him relevant and respected.","weakness":"With nearly 3,000 tweets but an undefined follower count and 691 following, Shri might sometimes focus too much on tech chatter and not enough on cultivating a loyal audience, potentially missing out on broader influence growth.","recommendation":"To amplify Shri’s presence on X, he should experiment with more engaging, conversational threads and spotlight his projects’ real-world impact. Interacting more with followers and leveraging trending tech hashtags can boost engagement and follower growth effectively.","roast":"Shri’s tweet game is so technical and niche, even robots need a dictionary to keep up. At this point, if coding were a sport, he’d probably be booed by casual fans but cheered on wildly by fellow keyboard warriors.","win":"Shri’s biggest win is building a solid indie hacker identity that blends coding skill with community spirit — a rare combo that puts him at the crossroads of tech innovation and grassroots collaboration."},"created":1763560057864,"type":"the creator","id":"shribuilds"},{"user":{"id":"1698644562292412416","name":"Abhi ✨","description":"Italian (with Indian roots) UI Designer and beginner developer. Finn Tech CEO.","followers_count":404,"friends_count":428,"statuses_count":7837,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1940711568070660096/FNWraYuX_normal.jpg","screen_name":"Abhi_Flex","location":"Italy","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"bento.me/abhi-flex","expanded_url":"https://bento.me/abhi-flex","url":"https://t.co/CcvCwt9RXR","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Abhi ✨ is a vibrant fusion of cultures and creativity, blending Italian charm with Indian roots to craft beautiful UI designs and dive into the world of development. As the CEO of a FinTech startup, Abhi balances visionary leadership with hands-on creativity, sharing personal milestones and tech marvels with an engaged, though modest, audience. Their tweets reveal a genuine passion for design, innovation, and playful tech updates, making them both relatable and inspirational.","purpose":"To create innovative, aesthetically pleasing digital experiences that fuse cultural influences and technical expertise, while leading a FinTech venture that pushes boundaries in the industry.","beliefs":"Abhi values creativity, continuous learning, and the power of technology to inspire and solve real-world problems. They believe in authenticity, sharing genuine excitement over small wins and new tools, and nurturing a community around design and development.","facts":"Fun fact: Abhi updated their teacher’s iPad to the latest iPadOS version, proving they’re not just a big-picture thinker but also grounded in everyday tech mastery and a little mischief.","strength":"Abhi’s strengths lie in their creative vision, cultural versatility, and ability to connect design with practical tech solutions. Their enthusiastic, authentic voice resonates well, especially with fellow creatives and tech lovers.","weakness":"With a large following count but undefined actual follower number and relatively few retweets, Abhi might be underutilizing engagement tactics or network-building opportunities, potentially limiting growth and broader influence.","recommendation":"To grow their audience on X, Abhi should leverage more interactive content like polls, AMAs, or design challenges, and collaborate with other Creators or tech influencers. Engaging more deeply with followers through replies and retweets can also boost visibility and foster a loyal community.","roast":"Abhi’s tweet game is so subtle, it’s like a ninja slipping into a room—except sometimes the room’s empty, and the only one ninja’s surprising is their own follower count.","win":"The biggest win is the viral moment with the highly viewed and liked 'I did it.' tweet, showcasing their power to create compelling, personal content that dramatically connects with the audience."},"created":1763559474559,"type":"the creator","id":"abhi_flex"},{"user":{"id":"44606815","name":"Rebane","description":"🇪🇪🏳️‍⚧️ | Archivist | 9 CVEs in Chrome | CSS noob | MapartCraft | Puppy | Horse | rebane2001#3716 | Lyra 🦊 \n\n@[email protected]","followers_count":7965,"friends_count":1655,"statuses_count":12757,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1523391825041629185/D-yExIXQ_normal.png","screen_name":"rebane2001","location":"she/herstonia","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"lyra.horse","expanded_url":"https://lyra.horse","url":"https://t.co/46QO0enzfE","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Rebane is a prolific innovator and digital craftsman who combines a passion for cybersecurity with a playful approach to code and design. Known for developing unique Chrome extensions and CSS/SVG experiments, they blend creativity with tech savvy to engage and entertain their audience. Their presence on X illustrates a blend of technical skills, wit, and community interaction.","purpose":"To create tools and digital experiences that make everyday interactions more enjoyable and meaningful while pushing the boundaries of creative coding and cybersecurity innovation.","beliefs":"Rebane values transparency, originality, and the spirit of open source creativity. They believe in the power of technology not just to function, but to delight and educate, fostering mindfulness and authentic engagement online.","facts":"Fun fact: Rebane has 9 CVEs (Common Vulnerabilities and Exposures) in Chrome, marking them as a recognized contributor in cybersecurity—a rare achievement that elevates their profile in the tech community.","strength":"Exceptional technical creativity combined with an ability to communicate complex cybersecurity topics through fun and accessible projects and tweets. Their high engagement reflects strong audience connection and influence.","weakness":"Their prolific output and deep technical focus might intimidate newcomers or overshadow more community-centered relationship-building, potentially limiting broader appeal beyond tech-savvy followers.","roast":"Rebane’s CSS skills are so 'noob' that even their puppy probably judges their coding style—yet somehow, they keep hacking the internet and charming thousands, proving you don’t need perfect CSS to be perfectly disruptive.","win":"Rebane’s top tweets have garnered millions of views and tens of thousands of likes, demonstrating their outstanding ability to capture attention and drive meaningful engagement around niche, technical topics.","recommendation":"To grow their audience on X, Rebane should mix their deep technical insights with more personal storytelling and interactive Q&A threads. This will humanize their profile, making their expertise accessible and inviting wider community participation beyond hardcore tech circles."},"created":1763559420242,"type":"the creator","id":"rebane2001"},{"user":{"id":"2494965768","name":"Thomas Ip","description":"chief shitposting officer @ Beginning AI\n\n@scale_ai by day, building waifus by night. e/acc","followers_count":591,"friends_count":398,"statuses_count":2989,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1965501321533943808/qg107v8J_normal.jpg","screen_name":"_thomasip","location":"Waitlist 👉","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"beginnings.app","expanded_url":"http://beginnings.app","url":"https://t.co/kC0nx1eO49","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Thomas Ip is a dynamic blend of innovation and humor, wearing the badge of Chief Shitposting Officer by night while contributing to AI progress by day. His feed is a playground where tech insights and playful banter about waifus collide, making AI development both relatable and entertaining. Always on the cutting edge, Thomas balances deep technical knowledge with lighthearted content that keeps his community engaged and entertained.","purpose":"Thomas’s life purpose revolves around pushing the boundaries of artificial intelligence in creative ways, while breaking down the often intimidating tech world into digestible, amusing nuggets. He aims to build novel AI applications—like waifus—infused with personality and approachability, democratizing AI access with a fun twist.","beliefs":"He believes that innovation thrives where creativity meets technical excellence and values open-minded experimentation. Thomas champions diverse workflows in AI, encouraging others not to accept authority blindly but to discover their own paths. He values balance, evident in his calls for healthier work habits in high-pressure tech environments.","facts":"Fun fact: Thomas clocks in at nearly 3,000 tweets, mixing serious AI debugging sessions with posts celebrating fish catches and workouts, embodying the perfect blend of nerd, athlete, and entertainer!","strength":"Thomas’s greatest strength is his ability to humanize complex technical topics with wit and charm, making his deep AI expertise accessible and enjoyable. His dual identity as a skilled developer and irreverent shitposter allows him to stand out authentically in a saturated tech scene.","weakness":"However, his playful and sometimes irreverent style could confuse newcomers who might struggle to discern when he’s being serious versus whimsical, potentially limiting his reach beyond niche audiences. Rapid-fire tweets and inside jokes may alienate the casual AI enthusiast.","roast":"Thomas is basically living proof that you can build cutting-edge AI by day and troll your timeline with memes by night — simultaneously the reason your notifications are lit and why your mom thinks AI nerds are a dangerous breed.","win":"Successfully balancing a demanding role at Scale AI with pioneering the playful Waifu AI project, Thomas has carved a unique niche that merges hardcore tech development with an engaging, community-driven personality.","recommendation":"To grow on X, Thomas should amplify his storytelling around the wins and hurdles of his AI projects, blending his entertaining tone with more consistent educational threads. Engaging his audience with polls or mini-tutorials on his waifu-building process could boost interaction and broaden his appeal beyond just the tech-savvy and meme-lovers."},"created":1763559390835,"type":"the creator","id":"_thomasip"},{"user":{"id":"1854779226257604610","name":"Aryan","description":"20, Designer | Developer | Retard","followers_count":778,"friends_count":264,"statuses_count":6213,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1964711296483663872/hxK-J40t_normal.jpg","screen_name":"BolatwtX","location":"Sun","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"aryanbola.tech","expanded_url":"http://aryanbola.tech","url":"https://t.co/3VX7WzsYIT","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Aryan is a passionate and humorous young creative, juggling the worlds of design and development with a playful yet determined attitude. His tweets reveal a candid, self-aware personality that isn’t afraid to admit struggles while pushing forward toward his goals. His engagement with projects and community feedback shows a genuine eagerness to grow and refine his craft.","purpose":"Aryan's life purpose is to craft innovative and impactful digital experiences that blend creativity with technical skill, breaking boundaries and inspiring others through authentic self-expression.","beliefs":"He values honesty, hard work, and community-driven improvement, believing that vulnerability and persistence are the keys to mastering one’s craft and connecting meaningfully with others.","facts":"Fun fact: Aryan has tweeted over 6,000 times, showing not only dedication to his craft but also a strong desire to communicate, share, and engage with his online community regularly.","strength":"His strengths lie in his dual expertise as both a designer and developer, combined with a candid, relatable voice that invites engagement and feedback, setting him apart as a genuine creator in the digital space.","weakness":"His biggest challenge might be balancing self-deprecating humor with professional confidence, which can sometimes blur his credibility or distract from his undeniable talent.","roast":"Aryan, with that many tweets, you’ve officially talked more than you’ve probably slept this year—proof that sleep is for the weak and procrastination is an art form you’ve mastered (right alongside your designer-developer roles).","win":"His biggest win so far is consistently attracting high engagement on his posts about his projects, portfolios, and journey—turning vulnerability and openness into a thriving digital dialogue.","recommendation":"To grow your audience on X, Aryan, focus on sharing more behind-the-scenes insights on your projects and tutorials or tips that leverage your combined design and development expertise. Engaging followers through polls and actionable advice can boost your authority and draw in like-minded creatives."},"created":1763559259708,"type":"the creator","id":"bolatwtx"},{"user":{"id":"1747149217133383680","name":"𝙿 𝙴 𝙺 𝙰 𝚈 👾","description":"𝙱𝚕𝚘𝚌𝚔𝚌𝚑𝚊𝚒𝚗 𝙳𝚎𝚐𝚎𝚗 || 𝙸𝚗𝚏𝚘𝚏𝚒 𝙳𝚎𝚐𝚎𝚗 || 𝙳𝚒𝚐𝚒𝚝𝚊𝚕 𝙲𝚛𝚎𝚊𝚝𝚘𝚛 || 𝙰𝚕𝚙𝚑𝚊 𝚅𝚒𝚋𝚎𝚜 \n👾🛡️ @wardenprotocol","followers_count":4123,"friends_count":5114,"statuses_count":55700,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1979064140191637505/5KFPNJwO_normal.jpg","screen_name":"InnovativeRichy","location":"Web3","entities":{"description":{"urls":[]}}},"details":{"type":"The Creator","description":"𝙿 𝙴 𝙺 𝙰 𝚈 👾 is a dynamic digital creator and blockchain enthusiast who thrives at the intersection of Web3, DeFi, and AI-powered gaming. A relentless sharer of alpha and innovations, they energize their community with updates on cutting-edge blockchain projects and immersive digital worlds. With a vibrant and active presence, they’re a catalyst for the next-gen decentralized revolution.","purpose":"To build, inspire, and empower ecosystems where creators, gamers, and crypto enthusiasts can unite in shaping intelligent, immersive digital experiences that transcend traditional boundaries.","beliefs":"They believe in the power of decentralization, creator-first innovation, and the fusion of technology with creativity to unlock new realms of possibility and freedom. Collaboration and evolving the blockchain space through cutting-edge projects are core to their values.","facts":"Fun fact: 𝙿 𝙴 𝙺 𝙰 𝚈 👾 has tweeted over 55,700 times, showing an unmatched passion and dedication to sharing knowledge and alpha in the crypto space.","strength":"Their strengths lie in prolific content creation, deep immersion in emerging blockchain technologies, and the ability to engage and energize a community around innovative projects like @wardenprotocol and @Artery_Chain.","weakness":"The sheer volume of activity might sometimes overwhelm new followers or dilute focus, plus a tendency to follow many accounts means they could struggle with personalized interactions or maintaining selectivity in their network.","recommendation":"To grow their audience on X, 𝙿 𝙴 𝙺 𝙰 𝚈 👾 should leverage video content and live interactions to showcase real-time insights, simplify complex topics for broader crypto newcomers, and create themed series to build anticipation and habitual engagement.","roast":"They’ve tweeted so much, if Twitter ever crashes, it might be because 𝙿 𝙴 𝙺 𝙰 𝚈 👾’s timeline is a black hole sucking up server space like a blockchain miner chasing every last satoshi.","win":"Spearheading community momentum with $WARD token engagement campaigns during Warden Protocol’s Season 3, uniting thousands in active participation and setting a new bar for decentralized community involvement."},"created":1763556693339,"type":"the creator","id":"innovativerichy"},{"user":{"id":"1740373872300404736","name":"Miggles NFT Artist 😼⚡️","description":"Mister Miggles NFT Collection Creator/ Artist\nOpensea:\nhttps://t.co/pyxaEnSdhZ\nBrett Collection: https://t.co/0dCltgP1x3","followers_count":3287,"friends_count":700,"statuses_count":8054,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1946643189261037568/0dSPmagD_normal.jpg","screen_name":"MigglesArtist","location":"","entities":{"description":{"urls":[{"display_url":"opensea.io/collection/mig…","expanded_url":"https://opensea.io/collection/miggles-on-base","url":"https://t.co/pyxaEnSdhZ","indices":[55,78]},{"display_url":"opensea.io/collection/bre…","expanded_url":"https://opensea.io/collection/brett-based","url":"https://t.co/0dCltgP1x3","indices":[97,120]}]},"url":{"urls":[{"display_url":"opensea.io/collection/pep…","expanded_url":"https://opensea.io/collection/pepebased","url":"https://t.co/kC9aqJLIgh","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Miggles NFT Artist is a passionate and prolific digital artist dedicated to crafting unique NFT collections and engaging deeply with their community through frequent giveaways and interactive tweets. Their focus is on creativity and community-building within the NFT space, with a clear love for sharing art and spreading their vision. Their active engagement and consistent content output make them a vibrant presence in the crypto art world.","purpose":"To inspire and revolutionize digital art by creating captivating, collectible NFTs that bring people together and foster a thriving community around new artistic expressions.","beliefs":"Art should be accessible, fun, and collaborative, with an emphasis on sharing creativity freely and rewarding community participation. They believe in the power of digital art and blockchain technology to empower creators and collectors alike.","facts":"Miggles has tweeted over 8,000 times and runs multiple NFT giveaways, often encouraging engagement through likes, retweets, and tagging friends—clearly mastering the art of community interaction.","strength":"Incredible creative output combined with strong community engagement, using giveaways and collaborations to grow and energize their audience while maintaining an authentic artist's voice.","weakness":"Heavy reliance on giveaways for engagement may overshadow the unique artistic value of their NFTs, and aggressive promotion can sometimes lead to follower fatigue or perception as overly sales-driven.","recommendation":"Balance giveaway promotions with storytelling and behind-the-scenes content about the art creation process to deepen emotional connections on X. Use threads to share the journey of each piece, and engage in genuine conversations beyond contests to build lasting relationships.","roast":"Miggles tweets more giveaways than an excited kid in a candy store—if retweeting giveaways was an Olympic sport, you'd be draped in gold, but maybe throw in a little less ‘Follow, Like, RT’ and a bit more ‘Look what I made!’ to keep things spicy.","win":"Successfully verified the Brett Collection on OpenSea, validating the quality and appeal of their art while boosting credibility in the NFT market."},"created":1763553504986,"type":"the creator","id":"migglesartist"},{"user":{"id":"1774193501380419585","name":"Aash","description":"21, building something with a minuscule amount of tomfoolery.","followers_count":553,"friends_count":56,"statuses_count":673,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1976871658003873799/MxZcd8Pv_normal.jpg","screen_name":"doubleashish","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Creator","description":"Aash is a spirited 21-year-old digital creator crafting engaging content with a splash of playful mischief. Their tweets blend humor, learning, and storytelling, inviting followers into their journey of building something meaningful. They thrive on interaction, making their profile a fun space for curious minds and content lovers alike.","purpose":"To bring ideas to life in entertaining yet insightful ways, inspiring both themselves and others through creativity and continuous learning.","beliefs":"Aash believes in the power of creativity paired with knowledge-sharing and values authenticity and playfulness as key ingredients for connection and growth.","facts":"Fun fact: Aash masterfully blends wit and education, turning even mundane lecture notes into shareable, engaging content that sparks conversation.","strength":"Their greatest strength lies in creative communication—transforming everyday experiences and learning into captivating narratives that draw people in and encourage interaction.","weakness":"The playful streak and casual tone might sometimes be misunderstood or misinterpreted by audiences looking for more straightforward or traditional content.","roast":"Aash’s tweets have more plot twists than a soap opera, making followers wonder if they’re here for a tech lecture or the next big Netflix drama—choose a genre, or just keep us entertained!","win":"Successfully engaged thousands with their unique blend of humor and educational content, turning a niche learning experience into a widely relatable and interactive story.","recommendation":"To grow their audience on X, Aash should leverage their storytelling flair by threading tweets into mini-series and actively tagging collaborators or experts to expand reach. Adding consistent hashtags related to web development and education will also help attract targeted communities."},"created":1763552572742,"type":"the creator","id":"doubleashish"},{"user":{"id":"839348639600275456","name":"Dominik Muggli","description":"Husband. Father. Technologist. Founder @Tansfom. Runner. Aspiring swimmer. Traveler. Fan of good food. Take/share photos 📷.","followers_count":1799,"friends_count":1009,"statuses_count":15026,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1838443057865461762/eEfgplvK_normal.jpg","screen_name":"dominikmuggli","location":"Bay Area, California, USA","entities":{"description":{"urls":[]}}},"details":{"type":"The Creator","description":"Dominik Muggli is a passionate technologist and founder who thrives on crafting delicious meals and capturing beautiful moments through photography. A devoted husband and father, he brings creativity not only to his work but also to his everyday life, from running and aspiring swimming to traveling and sharing culinary adventures. His timeline is a warm blend of personal snapshots and genuine enthusiasm for good food and family life.","purpose":"Dominik’s life purpose centers around creating meaningful and joyful experiences, whether through innovative technology solutions, culinary creativity, or memorable family moments. He aims to inspire others by sharing authentic slices of his multifaceted life that celebrate both progress and simple pleasures.","beliefs":"He values family deeply, cherishing the bonds and routines that strengthen relationships. Dominik believes in continuous self-improvement—whether through physical fitness, entrepreneurship, or creative expression. He also embraces the joy of sharing and connecting through food and photography as universal languages.","facts":"Fun fact: Dominik has a quirky tradition of kneading pizza dough bright and early on Fridays, kicking off the weekend with homemade culinary flair!","strength":"Dominik’s biggest strength lies in his authentic storytelling backed by a consistent content rhythm—tweeting over 15,000 times—which builds strong relatability and a genuine connection with his audience. His multifaceted interests make him approachable and versatile, appealing to diverse followers.","weakness":"However, his tweets, heavily focused on food and family moments without substantial engagement strategies, might struggle to expand his audience beyond close circles. Additionally, a high volume of tweets could dilute the impact of individual posts.","recommendation":"To grow his audience on X, Dominik should integrate storytelling around his tech expertise and entrepreneurial journey, leveraging threads and engaging questions to spark conversations. Collaborating with food, tech, and lifestyle influencers through retweets or conversational replies can broaden his reach. Using hashtags and posting at optimal engagement times will help amplify his authentic content.","roast":"Dominik’s dedication to tweeting every little meal feels like he’s single-handedly trying to keep foodie memes alive—pretty sure the entire internet knows by now that it’s Pizza Friday, but hey, perfection takes repetition!","win":"Dominik’s greatest achievement is seamlessly balancing life as a founder, family man, athlete, and creator, all while building a genuine, multi-dimensional persona that resonates through his abundant and heartfelt tweets."},"created":1763551550250,"type":"the creator","id":"dominikmuggli"},{"user":{"id":"1830622912706961408","name":"Alfi | Design for Startups","description":"Premium Web Designs for Start-Ups and SaaS · 100+ Projects delivered · founder of https://t.co/Ivhc74MrAF","followers_count":10648,"friends_count":185,"statuses_count":3535,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1850101712515940352/wHQYYbo4_normal.jpg","screen_name":"AlfiFromToasty","location":"Book an intro call →","entities":{"description":{"urls":[{"display_url":"toastydesign.co","expanded_url":"http://toastydesign.co","url":"https://t.co/Ivhc74MrAF","indices":[82,105]}]},"url":{"urls":[{"display_url":"cal.com/alfiwebagency/…","expanded_url":"https://cal.com/alfiwebagency/discovery","url":"https://t.co/Sj8TlWmd1F","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Alfi is a visionary web designer passionately crafting premium landing pages for startups and SaaS companies. With over 100 projects under his belt, he empowers founders to unlock growth through design and actionable insights. His generous sharing of design knowledge fuels a community eager to learn and optimize.","purpose":"To elevate startups by transforming their web presence into powerful growth engines through design expertise and thoughtful analysis.","beliefs":"Alfi believes great design is not just aesthetics but a strategic tool that drives revenue and user engagement. He values transparency, sharing knowledge freely to uplift others and believes that thoughtful design can make complex ideas accessible and profitable.","facts":"Fun fact: Alfi spends over 28 hours meticulously analyzing and redesigning startup landing pages to create comprehensive Figma files that can potentially add $10,000+ to a startup’s monthly recurring revenue.","strength":"His deep expertise in SaaS landing page design combined with a knack for breaking down complex strategies into digestible, actionable insights makes him a trusted resource for startups aiming to scale.","weakness":"The high frequency of repetitive promotional tweets might fatigue followers and reduce the perceived novelty of his valuable content.","roast":"Alfi’s timeline is like a favorite jam on repeat — you love it, but after the 10th time, you’re pretty sure the Figma file has become his loyal sidekick who never gets a day off.","win":"Successfully spearheading over 100 design projects and creating viral educational content that shared in thousands of likes and replies, firmly establishing himself as a go-to design guru for startups.","recommendation":"To grow his audience on X, Alfi should diversify his content by mixing in behind-the-scenes design processes, user success stories, and interactive Q&A threads, making the feed feel more dynamic and less like a constant sales pitch."},"created":1763551253304,"type":"the creator","id":"alfifromtoasty"},{"user":{"id":"950164394813648896","name":"totty.eth 🍌","description":"year 3 of daily art (glitch, dither, distortion) | ex-{@Meta, @MIT} | bottom text","followers_count":8848,"friends_count":4421,"statuses_count":31294,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1592271850528280577/cGuaHOgF_normal.png","screen_name":"totdgbtagb","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"linktr.ee/totty.eth","expanded_url":"http://linktr.ee/totty.eth","url":"https://t.co/DihAEAb1MX","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Totty.eth 🍌 is a dedicated daily digital artist specializing in glitch, dither, and distortion techniques, who has confidently transformed their Meta and MIT experience into a vibrant NFT art presence. Their feed is a lively mix of artistic showcases, airdrop announcements, and thoughtful commentary on cryptographic art culture. Always engaging through consistent content and collaboration, Totty celebrates the intersection of art and blockchain with a welcoming bottom text vibe.","purpose":"Their life purpose is to push the boundaries of digital art by blending traditional glitch aesthetics with innovative blockchain technology, fostering an open and inclusive creative community. Totty aims to empower collectors and artists alike by making art accessible, interactive, and permissionless within the crypto space.","beliefs":"Totty believes in the democratization of art through decentralization, valuing transparency, accessibility, and the collective spirit of sharing and innovation. They embrace experimental techniques and view collaboration as essential to evolving the crypto art ecosystem, celebrating the playfulness and freedom inherent in the space.","facts":"Fun fact: Totty has maintained a streak of daily art creation for over three years, delivering 31,294 tweets primarily focused on digital glitches and distortions, a testament to their unwavering commitment and creative stamina.","strength":"Their greatest strength lies in relentless consistency combined with deep technical and conceptual knowledge, enhanced by their prestigious background, which lends credibility and depth to their artistic output and community initiatives. They also excel at engaging directly with their audience through collaborations and airdrops.","weakness":"However, their heavy focus on niche artistic jargon and cryptographic themes might alienate casual followers or newcomers unfamiliar with blockchain art culture. Additionally, their significant following count contrasted with undefined follower metrics hints at potential challenges in broadening beyond niche circles.","roast":"Totty’s commitment to daily art is so absolute, you’d think their keyboard is permanently fused to their fingers—if only they tweeted as much clarity as glitch and dither, the rest of us might actually understand what they’re saying without a PhD in cryptographic avant-garde.","win":"The standout win is seamlessly leveraging their Meta and MIT pedigree to cultivate a dedicated crypto art collector community, highlighted by successful airdrops that not only reward but actively expand the network effect of their unique artistic editions.","recommendation":"To grow their audience on X, Totty should consider bridging the gap between crypto art insiders and a broader audience by sharing more accessible behind-the-scenes stories and tutorials about their creative processes. Adding occasional lighthearted or explanatory threads could demystify their art style, inviting more diverse engagement while maintaining authenticity."},"created":1763550916510,"type":"the creator","id":"totdgbtagb"}],"activities":{"nreplies":[{"label":"2025-10-21","value":1,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":8,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":11,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":19,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":13,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":4,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":52,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":7,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":1,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":6,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":55,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":64,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":19,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":37,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":10,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":8,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":102,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":6,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":58,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":22,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":8,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":13,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":11,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":3,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":35,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":12,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-21","value":11,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":224,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":550,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":1324,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":238,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":134,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":989,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":235,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":3,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":252,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1443,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":4142,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":950,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":2151,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":319,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":543,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":556,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":162,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":2404,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":624,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":480,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":425,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":445,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":84,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":1048,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":38,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nretweets":[{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":26,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":44,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":163,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":33,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":18,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":220,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":50,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":0,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":34,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":164,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":355,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":91,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":215,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":40,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":44,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":70,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":29,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":246,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":101,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":38,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":58,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":64,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":16,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":148,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":11,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nlikes":[{"label":"2025-10-21","value":15,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":199,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":507,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":1473,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":331,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":177,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":2482,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":358,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":3,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":207,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1276,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":3888,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":863,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":2081,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":366,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":426,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":631,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":177,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":2180,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":716,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":387,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":381,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":541,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":109,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":1137,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":67,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}],"nviews":[{"label":"2025-10-21","value":852,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980262199084921116","view_count":699,"bookmark_count":10,"created_at":1760966274000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Half the internet is down.\nX is still up.\n\nWhat went wrong? 🧠\n• Bad DNS config → sites vanished\n• Storage outage → images broken\n• Serverless crash → APIs failed\n• CDN issue → pages stuck\n• Single-region setup → no backup\n\nWhy X survived ⚙️\nLikely multi-region, fault-tolerant cloud architecture — built for resilience, redundancy, and auto-failover.\n\nThat’s not luck.\nThat’s good architecture. 🌩️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,79],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKdAAT","indices":[56,79]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1980262476437389338","view_count":43,"bookmark_count":1,"created_at":1760966340000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980262199084921116","full_text":"Build 10+ Adv. AWS Architecture from beginner to pro 👇 \nhttps://t.co/hohSdKdAAT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1980262199084921116","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1646445864796184578","name":"Neo Kim","screen_name":"systemdesignone","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"systemdesignone","lang":"qme","retweeted":false,"fact_check":null,"id":"1980259309167480937","view_count":110,"bookmark_count":0,"created_at":1760965585000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1980245638454419678","full_text":"@systemdesignone 👍👍","in_reply_to_user_id_str":"1646445864796184578","in_reply_to_status_id_str":"1980245638454419678","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[]},{"label":"2025-10-23","value":12100,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980812702072336464","view_count":11494,"bookmark_count":215,"created_at":1761097524000,"favorite_count":187,"quote_count":0,"reply_count":6,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1980812702072336464","full_text":"Stop learning Python. Start using it.\n\nDon’t chase 100 tutorials.\nBuild small things that teach big lessons:\n\n• File Organizer → loops + os\n• Weather App → APIs + JSON\n• CRUD App → Flask + SQL\n• Resume Parser → NLP basics\n• Automation Script → time saver\n\nYou don’t need more theory.\nYou need proof you can build.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,100],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020392392130560","indices":[101,124],"media_key":"3_1981020392392130560","media_url_https":"https://pbs.twimg.com/media/G33_jQ1WgAA4VZJ.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":907,"y":609,"h":89,"w":89},{"x":1275,"y":249,"h":111,"w":111},{"x":531,"y":609,"h":95,"w":95},{"x":455,"y":1,"h":143,"w":143}]},"medium":{"faces":[{"x":531,"y":357,"h":52,"w":52},{"x":747,"y":146,"h":65,"w":65},{"x":311,"y":357,"h":56,"w":56},{"x":267,"y":0,"h":84,"w":84}]},"small":{"faces":[{"x":301,"y":202,"h":29,"w":29},{"x":423,"y":82,"h":37,"w":37},{"x":176,"y":202,"h":31,"w":31},{"x":151,"y":0,"h":47,"w":47}]},"orig":{"faces":[{"x":1685,"y":1132,"h":167,"w":167},{"x":2368,"y":464,"h":207,"w":207},{"x":987,"y":1132,"h":178,"w":178},{"x":846,"y":3,"h":267,"w":267}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":361,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020392392130560"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020528597929984","indices":[101,124],"media_key":"3_1981020528597929984","media_url_https":"https://pbs.twimg.com/media/G33_rMPWEAA0Mxy.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1925,"w":2048,"resize":"fit"},"medium":{"h":1128,"w":1200,"resize":"fit"},"small":{"h":639,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3573,"width":3802,"focus_rects":[{"x":0,"y":930,"w":3802,"h":2129},{"x":229,"y":0,"w":3573,"h":3573},{"x":668,"y":0,"w":3134,"h":3573},{"x":2015,"y":0,"w":1787,"h":3573},{"x":0,"y":0,"w":3802,"h":3573}]},"media_results":{"result":{"media_key":"3_1981020528597929984"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020556133584896","indices":[101,124],"media_key":"3_1981020556133584896","media_url_https":"https://pbs.twimg.com/media/G33_sy0W0AAbX_B.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":693,"y":575,"h":105,"w":105},{"x":173,"y":1605,"h":87,"w":87},{"x":1024,"y":31,"h":115,"w":115},{"x":73,"y":131,"h":131,"w":131},{"x":1017,"y":403,"h":127,"w":127},{"x":1015,"y":1649,"h":129,"w":129},{"x":73,"y":1001,"h":127,"w":127},{"x":1731,"y":1155,"h":135,"w":135}]},"medium":{"faces":[{"x":406,"y":337,"h":61,"w":61},{"x":101,"y":940,"h":51,"w":51},{"x":600,"y":18,"h":67,"w":67},{"x":43,"y":77,"h":77,"w":77},{"x":596,"y":236,"h":74,"w":74},{"x":595,"y":966,"h":76,"w":76},{"x":43,"y":587,"h":74,"w":74},{"x":1014,"y":677,"h":79,"w":79}]},"small":{"faces":[{"x":230,"y":191,"h":35,"w":35},{"x":57,"y":533,"h":29,"w":29},{"x":340,"y":10,"h":38,"w":38},{"x":24,"y":43,"h":43,"w":43},{"x":337,"y":134,"h":42,"w":42},{"x":337,"y":547,"h":43,"w":43},{"x":24,"y":332,"h":42,"w":42},{"x":575,"y":383,"h":45,"w":45}]},"orig":{"faces":[{"x":1288,"y":1069,"h":196,"w":196},{"x":323,"y":2981,"h":163,"w":163},{"x":1901,"y":59,"h":215,"w":215},{"x":137,"y":245,"h":245,"w":245},{"x":1889,"y":750,"h":237,"w":237},{"x":1886,"y":3063,"h":241,"w":241},{"x":137,"y":1860,"h":237,"w":237},{"x":3215,"y":2146,"h":252,"w":252}]}},"sizes":{"large":{"h":1928,"w":2048,"resize":"fit"},"medium":{"h":1130,"w":1200,"resize":"fit"},"small":{"h":640,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3580,"width":3802,"focus_rects":[{"x":0,"y":1451,"w":3802,"h":2129},{"x":0,"y":0,"w":3580,"h":3580},{"x":0,"y":0,"w":3140,"h":3580},{"x":0,"y":0,"w":1790,"h":3580},{"x":0,"y":0,"w":3802,"h":3580}]},"media_results":{"result":{"media_key":"3_1981020556133584896"}}},{"display_url":"pic.x.com/4twWlQJHdV","expanded_url":"https://x.com/yourclouddude/status/1981020757002998122/photo/1","id_str":"1981020730285326336","indices":[101,124],"media_key":"3_1981020730285326336","media_url_https":"https://pbs.twimg.com/media/G33_27lXgAAeJqC.jpg","type":"photo","url":"https://t.co/4twWlQJHdV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":75,"y":1497,"h":113,"w":113}]},"medium":{"faces":[{"x":44,"y":877,"h":66,"w":66}]},"small":{"faces":[{"x":25,"y":497,"h":37,"w":37}]},"orig":{"faces":[{"x":141,"y":2780,"h":211,"w":211}]}},"sizes":{"large":{"h":1929,"w":2048,"resize":"fit"},"medium":{"h":1131,"w":1200,"resize":"fit"},"small":{"h":641,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":3582,"width":3802,"focus_rects":[{"x":0,"y":171,"w":3802,"h":2129},{"x":220,"y":0,"w":3582,"h":3582},{"x":660,"y":0,"w":3142,"h":3582},{"x":1861,"y":0,"w":1791,"h":3582},{"x":0,"y":0,"w":3802,"h":3582}]},"media_results":{"result":{"media_key":"3_1981020730285326336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981020757002998122","view_count":606,"bookmark_count":9,"created_at":1761147128000,"favorite_count":12,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1981020757002998122","full_text":"Pass the AWS Cloud Practitioner exam with clarity, not confusion — master what actually gets tested. https://t.co/4twWlQJHdV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":29350,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981488412595998854","view_count":13793,"bookmark_count":296,"created_at":1761258626000,"favorite_count":206,"quote_count":0,"reply_count":5,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1981488412595998854","full_text":"One AWS project changed my entire freelancing journey.\nIt wasn’t big. It wasn’t fancy.\nBut it taught me more about value than 10 tutorials ever could.\n\nHere’s the story (and what you can learn from it) 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,284],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981435858432471187","view_count":1551,"bookmark_count":17,"created_at":1761246096000,"favorite_count":30,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1981435858432471187","full_text":"💼 The stages of every cloud career switcher:\n\n1️⃣ Hope: “I’ll get certified and land a job in 3 months.”\n2️⃣ Reality: “Why does every job ask for Kubernetes?”\n3️⃣ Chaos: “Balancing work, labs, and LinkedIn posts.”\n4️⃣ Progress: “Got my first interview — finally!”\n5️⃣ Victory: “Landed my first cloud role. Worth every late night ☁️🔥”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981391049433006104","view_count":13687,"bookmark_count":228,"created_at":1761235413000,"favorite_count":267,"quote_count":1,"reply_count":4,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"I wasted 6 months trying to understand AWS instead of using it. ☁️\nI watched tutorials, took notes, memorized services—\nand still couldn’t explain what S3 or EC2 actually did.\n\nThen I built 3 small projects.\nSuddenly everything clicked.\n\nYou don’t learn AWS by studying it.\nYou learn it by breaking it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,90],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVnK25","indices":[67,90]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981391050779316240","view_count":319,"bookmark_count":9,"created_at":1761235413000,"favorite_count":4,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1981391049433006104","full_text":"Build the best AWS Projects and show recruiters what they want !!\n https://t.co/dsWAaVnK25","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981391049433006104","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":72516,"startTime":1761264000000,"endTime":1761350400000,"tweets":[{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753261305602048","indices":[92,115],"media_key":"3_1981753261305602048","media_url_https":"https://pbs.twimg.com/media/G4CaF2SXoAAaRyJ.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":1472,"h":77,"w":77},{"x":246,"y":1818,"h":113,"w":113}]},"medium":{"faces":[{"x":309,"y":862,"h":45,"w":45},{"x":144,"y":1065,"h":66,"w":66}]},"small":{"faces":[{"x":175,"y":488,"h":25,"w":25},{"x":81,"y":603,"h":37,"w":37}]},"orig":{"faces":[{"x":1208,"y":3369,"h":178,"w":178},{"x":563,"y":4161,"h":260,"w":260}]}},"sizes":{"large":{"h":2048,"w":1574,"resize":"fit"},"medium":{"h":1200,"w":922,"resize":"fit"},"small":{"h":680,"w":522,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4688,"width":3602,"focus_rects":[{"x":0,"y":749,"w":3602,"h":2017},{"x":0,"y":0,"w":3602,"h":3602},{"x":0,"y":0,"w":3602,"h":4106},{"x":0,"y":0,"w":2344,"h":4688},{"x":0,"y":0,"w":3602,"h":4688}]},"media_results":{"result":{"media_key":"3_1981753261305602048"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753398232801280","indices":[92,115],"media_key":"3_1981753398232801280","media_url_https":"https://pbs.twimg.com/media/G4CaN0YW4AAGktS.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":99,"y":37,"h":125,"w":125}]},"medium":{"faces":[{"x":58,"y":22,"h":73,"w":73}]},"small":{"faces":[{"x":33,"y":12,"h":41,"w":41}]},"orig":{"faces":[{"x":228,"y":86,"h":288,"w":288}]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4686,"width":2016,"focus_rects":[{"x":0,"y":1422,"w":2016,"h":1129},{"x":0,"y":978,"w":2016,"h":2016},{"x":0,"y":837,"w":2016,"h":2298},{"x":0,"y":0,"w":2016,"h":4032},{"x":0,"y":0,"w":2016,"h":4686}]},"media_results":{"result":{"media_key":"3_1981753398232801280"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753422547177472","indices":[92,115],"media_key":"3_1981753422547177472","media_url_https":"https://pbs.twimg.com/media/G4CaPO9W0AAuC_j.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":884,"resize":"fit"},"medium":{"h":1200,"w":518,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4685,"width":2022,"focus_rects":[{"x":0,"y":1190,"w":2022,"h":1132},{"x":0,"y":745,"w":2022,"h":2022},{"x":0,"y":604,"w":2022,"h":2305},{"x":0,"y":0,"w":2022,"h":4044},{"x":0,"y":0,"w":2022,"h":4685}]},"media_results":{"result":{"media_key":"3_1981753422547177472"}}},{"display_url":"pic.x.com/5oNynFRNX3","expanded_url":"https://x.com/yourclouddude/status/1981753579418325165/photo/1","id_str":"1981753556446085121","indices":[92,115],"media_key":"3_1981753556446085121","media_url_https":"https://pbs.twimg.com/media/G4CaXBxWAAEY4SE.jpg","type":"photo","url":"https://t.co/5oNynFRNX3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":881,"resize":"fit"},"medium":{"h":1200,"w":516,"resize":"fit"},"small":{"h":680,"w":293,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4689,"width":2018,"focus_rects":[{"x":0,"y":721,"w":2018,"h":1130},{"x":0,"y":277,"w":2018,"h":2018},{"x":0,"y":136,"w":2018,"h":2301},{"x":0,"y":0,"w":2018,"h":4036},{"x":0,"y":0,"w":2018,"h":4689}]},"media_results":{"result":{"media_key":"3_1981753556446085121"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981753579418325165","view_count":157,"bookmark_count":2,"created_at":1761321847000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981753579418325165","full_text":"Recruiters notice developers who understand Python concepts — not just those who copy code. https://t.co/5oNynFRNX3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,92],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981707871646605312","indices":[93,116],"media_key":"3_1981707871646605312","media_url_https":"https://pbs.twimg.com/media/G4Bwz0oXYAADh1F.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1633,"h":111,"w":111},{"x":303,"y":1633,"h":109,"w":109},{"x":1289,"y":1665,"h":113,"w":113}]},"medium":{"faces":[{"x":3,"y":957,"h":65,"w":65},{"x":178,"y":957,"h":64,"w":64},{"x":755,"y":976,"h":66,"w":66}]},"small":{"faces":[{"x":1,"y":542,"h":37,"w":37},{"x":100,"y":542,"h":36,"w":36},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":12,"y":3366,"h":230,"w":230},{"x":626,"y":3366,"h":226,"w":226},{"x":2657,"y":3432,"h":234,"w":234}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981707871646605312"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708009706283008","indices":[93,116],"media_key":"3_1981708009706283008","media_url_https":"https://pbs.twimg.com/media/G4Bw728W4AAuDxT.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":831,"y":941,"h":209,"w":209}]},"medium":{"faces":[{"x":487,"y":551,"h":122,"w":122}]},"small":{"faces":[{"x":276,"y":312,"h":69,"w":69}]},"orig":{"faces":[{"x":1713,"y":1940,"h":432,"w":432}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708009706283008"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708041654300672","indices":[93,116],"media_key":"3_1981708041654300672","media_url_https":"https://pbs.twimg.com/media/G4Bw9t9W8AA7l96.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":855,"y":583,"h":87,"w":87},{"x":7,"y":141,"h":157,"w":157}]},"medium":{"faces":[{"x":501,"y":342,"h":51,"w":51},{"x":4,"y":83,"h":92,"w":92}]},"small":{"faces":[{"x":284,"y":193,"h":29,"w":29},{"x":2,"y":47,"h":52,"w":52}]},"orig":{"faces":[{"x":1763,"y":1203,"h":181,"w":181},{"x":16,"y":292,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708041654300672"}}},{"display_url":"pic.x.com/0aCi73Hgut","expanded_url":"https://x.com/yourclouddude/status/1981708226656636974/photo/1","id_str":"1981708182423564288","indices":[93,116],"media_key":"3_1981708182423564288","media_url_https":"https://pbs.twimg.com/media/G4BxF6XXcAA_PPE.jpg","type":"photo","url":"https://t.co/0aCi73Hgut","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":527,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1981708182423564288"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981708226656636974","view_count":33235,"bookmark_count":792,"created_at":1761311034000,"favorite_count":880,"quote_count":2,"reply_count":7,"retweet_count":87,"user_id_str":"1896591753064685568","conversation_id_str":"1981708226656636974","full_text":"Recruiters don’t hire AWS users — they hire architects who can design the system end to end. https://t.co/0aCi73Hgut","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981797446255882563","view_count":38456,"bookmark_count":522,"created_at":1761332305000,"favorite_count":579,"quote_count":1,"reply_count":8,"retweet_count":72,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Top 10 AWS Certifications to Know\n\n• Cloud Practitioner – foundation\n• Solutions Architect (Associate) – design systems\n• SysOps Administrator – manage deployments\n• Developer (Associate) – build cloud apps\n• Solutions Architect (Pro) – advanced design\n• DevOps Engineer (Pro) – automation expert\n• Security Specialty – protect workloads\n• Data Analytics Specialty – work with data\n• Machine Learning Specialty – AI focus\n• Advanced Networking Specialty – large-scale systems\n\nYou don’t need all 10.\nPick one core + one specialty → career ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XRHLCaRSPn","expanded_url":"https://x.com/yourclouddude/status/1981850938164854815/photo/1","id_str":"1981850803292823552","indices":[165,188],"media_key":"3_1981850803292823552","media_url_https":"https://pbs.twimg.com/media/G4DyzigXYAAdSO1.jpg","type":"photo","url":"https://t.co/XRHLCaRSPn","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1241,"w":2048,"resize":"fit"},"medium":{"h":727,"w":1200,"resize":"fit"},"small":{"h":412,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2241,"width":3697,"focus_rects":[{"x":0,"y":171,"w":3697,"h":2070},{"x":81,"y":0,"w":2241,"h":2241},{"x":218,"y":0,"w":1966,"h":2241},{"x":641,"y":0,"w":1121,"h":2241},{"x":0,"y":0,"w":3697,"h":2241}]},"media_results":{"result":{"media_key":"3_1981850803292823552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981850938164854815","view_count":465,"bookmark_count":8,"created_at":1761345059000,"favorite_count":13,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1981850938164854815","full_text":"This is a classic serverless web app on AWS.\nFront end is static, back end is on-demand, database is NoSQL.\nHere’s how each piece fits together — in plain English 👇 https://t.co/XRHLCaRSPn","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[52,75]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1981797574198931748","view_count":129,"bookmark_count":0,"created_at":1761332336000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"Build your career in AWS with the best resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1981797446255882563","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/0uHJqKU4rm","expanded_url":"https://x.com/yourclouddude/status/1981805119432745259/photo/1","id_str":"1981805110469509120","indices":[15,38],"media_key":"16_1981805110469509120","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4DJP3eWwAA-sxI.jpg","type":"animated_gif","url":"https://t.co/0uHJqKU4rm","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":270,"w":480,"resize":"fit"},"medium":{"h":270,"w":480,"resize":"fit"},"small":{"h":270,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":270,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[16,9],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4DJP3eWwAA-sxI.mp4"}]},"media_results":{"result":{"media_key":"16_1981805110469509120"}}}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"und","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981805119432745259","view_count":74,"bookmark_count":0,"created_at":1761334135000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1981797446255882563","full_text":"@e_opore Yuppp https://t.co/0uHJqKU4rm","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1981804535501721954","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-26","value":15267,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982115401761796475","view_count":2194,"bookmark_count":24,"created_at":1761408112000,"favorite_count":53,"quote_count":0,"reply_count":4,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1982115401761796475","full_text":"I wasted 6 months memorizing SQL queries I never used. 🧠\nSELECT this, JOIN that — but no idea why or when.\n\nThen I built a real database:\n💾 Tables, relationships, real data\n🔍 Wrote queries that answered business questions\n\nThat’s when SQL finally made sense.\nDon’t study syntax — study problems.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981934135447814368","view_count":12923,"bookmark_count":214,"created_at":1761364895000,"favorite_count":277,"quote_count":0,"reply_count":8,"retweet_count":24,"user_id_str":"1896591753064685568","conversation_id_str":"1981934135447814368","full_text":"I failed my first AWS project ☁️💥\nHere’s what I learned (so you don’t have to):\n\n• Memorizing EC2, S3, IAM ≠ understanding AWS\n• Tutorials don’t teach architecture\n• Real growth starts when you build & break things\n\nBuilt a small app (EC2 + S3 + RDS) → broke it 5 times, fixed it 6.\nThat’s when AWS finally made sense.\n\n🎯 Architecture > theory\n🎯 Projects > flashcards\n\nStart messy. Learn by doing.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982055864912810084","view_count":150,"bookmark_count":0,"created_at":1761393917000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982039172044243152","full_text":"@e_opore Great 👍👍","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982039172044243152","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":9166,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982341806529401128","view_count":9166,"bookmark_count":134,"created_at":1761462091000,"favorite_count":177,"quote_count":0,"reply_count":4,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1982341806529401128","full_text":"🗂️ S3 in Plain English 🧠\n\nImagine Google Drive, but for developers — that’s AWS S3 (Simple Storage Service).\n\nYou can store anything there — photos, code, videos, backups, logs — and access it from anywhere in the world. 🌍\n\nExample:\nUpload your app images → get a shareable link → done.\nNo hard drives, no servers, just the cloud handling it.\n\nKey idea:\n\nA Bucket = a folder\n\nAn Object = your file\n\nEach file gets its own unique link (URL)\n\nWhy it’s awesome:\n✅ Infinite storage\n✅ Super cheap\n✅ Works with every AWS service\n\n💡 Pro tip: Use S3 + CloudFront → your website loads faster everywhere.\n\nS3 = The world’s hard drive, built for the cloud ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":77901,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982766459651846267","view_count":72445,"bookmark_count":888,"created_at":1761563336000,"favorite_count":2380,"quote_count":6,"reply_count":45,"retweet_count":207,"user_id_str":"1896591753064685568","conversation_id_str":"1982766459651846267","full_text":"AWS in plain English:\n• EC2 → computer\n• S3 → storage\n• RDS → database\n• IAM → security guard\n• Lambda → automation\nThat’s 80% of what you’ll use daily...\n\nmake it similar to these","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982930689902223652","view_count":4878,"bookmark_count":101,"created_at":1761602492000,"favorite_count":99,"quote_count":0,"reply_count":5,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1982930689902223652","full_text":"The hardest part of AWS isn’t using the console —\nit’s knowing which service to pick when you start building.\n\nHere’s a simple guide to help you choose the right AWS service for your next project 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982624499951620245","view_count":190,"bookmark_count":0,"created_at":1761529490000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982482086322737505","full_text":"@e_opore Great post 👏","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982482086322737505","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1982764820605870490","view_count":388,"bookmark_count":0,"created_at":1761562945000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1982735395876909395","full_text":"@e_opore great !!","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1982735395876909395","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":20169,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983066595485184167","view_count":3906,"bookmark_count":61,"created_at":1761634894000,"favorite_count":81,"quote_count":0,"reply_count":4,"retweet_count":8,"user_id_str":"1896591753064685568","conversation_id_str":"1983066595485184167","full_text":"⚡ Lambda in Plain English 🧠\n\nThink of AWS Lambda like a tiny robot that runs your code only when needed.\nNo servers. No setup. No stress. 🤖\n\nExample:\nUpload an image to S3 → Lambda automatically resizes it.\nOr a user signs up → Lambda sends a welcome email.\nYou don’t keep a computer running — AWS runs the code for you when the event happens.\n\nYou pay only for the milliseconds your code runs.\nNo traffic = no cost 💸\n\nWhy it’s awesome:\n✅ No server management\n✅ Auto-scaling by default\n✅ Perfect for automation & event-driven tasks\n\n💡 Pro tip: Combine S3 + Lambda + SNS → a fully automated mini app with zero servers.\n\nLambda = Code that runs while you chill 😎⚙️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,29],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/9Nm5s9efjV","expanded_url":"https://x.com/yourclouddude/status/1983024511890141658/photo/1","id_str":"1983024495305674752","indices":[30,53],"media_key":"3_1983024495305674752","media_url_https":"https://pbs.twimg.com/media/G4UeRZ-X0AAssd2.jpg","type":"photo","url":"https://t.co/9Nm5s9efjV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1366,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":454,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1366,"focus_rects":[{"x":0,"y":0,"w":1366,"h":765},{"x":0,"y":0,"w":1366,"h":1366},{"x":0,"y":0,"w":1366,"h":1557},{"x":0,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1366,"h":2048}]},"media_results":{"result":{"media_key":"3_1983024495305674752"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983024511890141658","view_count":16263,"bookmark_count":174,"created_at":1761624861000,"favorite_count":277,"quote_count":0,"reply_count":3,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1983024511890141658","full_text":"Python Beginner Cheat Sheet 👇 https://t.co/9Nm5s9efjV","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":225,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983436235709247523","view_count":225,"bookmark_count":3,"created_at":1761723023000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1983436235709247523","full_text":"I used to study AWS like a textbook ☁️📚\nThen I built one real project — everything changed.\n\n• EC2, S3, IAM stopped feeling random\n• I finally understood architecture\n• Deploying felt like solving a puzzle\n\n1 project taught me more than 100 tutorials ever did.\n\n🎯 Learn AWS by building, not memorizing\n🎯 Break things → fix them → master it","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":10568,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,156],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983972775619334492","view_count":9802,"bookmark_count":238,"created_at":1761850944000,"favorite_count":186,"quote_count":1,"reply_count":5,"retweet_count":31,"user_id_str":"1896591753064685568","conversation_id_str":"1983972775619334492","full_text":"You’ve watched tutorials.\nYou’ve built a few projects.\nBut deep down… you still don’t feel confident in tech.\n\nHere’s why that happens — and how to fix it 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,62],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033008765067264","indices":[63,86],"media_key":"3_1984033008765067264","media_url_https":"https://pbs.twimg.com/media/G4izgnYXYAAbeHn.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":935,"y":1461,"h":131,"w":131},{"x":1241,"y":1469,"h":115,"w":115},{"x":397,"y":1605,"h":251,"w":251}]},"medium":{"faces":[{"x":548,"y":856,"h":77,"w":77},{"x":727,"y":861,"h":67,"w":67},{"x":232,"y":940,"h":147,"w":147}]},"small":{"faces":[{"x":310,"y":485,"h":43,"w":43},{"x":412,"y":488,"h":38,"w":38},{"x":132,"y":533,"h":83,"w":83}]},"orig":{"faces":[{"x":1928,"y":3011,"h":271,"w":271},{"x":2558,"y":3028,"h":238,"w":238},{"x":819,"y":3308,"h":519,"w":519}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":637,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033008765067264"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033152004726784","indices":[63,86],"media_key":"3_1984033152004726784","media_url_https":"https://pbs.twimg.com/media/G4izo8_XIAA1pxN.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":763,"y":361,"h":127,"w":127},{"x":969,"y":295,"h":511,"w":511}]},"medium":{"faces":[{"x":447,"y":211,"h":74,"w":74},{"x":568,"y":173,"h":299,"w":299}]},"small":{"faces":[{"x":253,"y":120,"h":42,"w":42},{"x":322,"y":98,"h":169,"w":169}]},"orig":{"faces":[{"x":1573,"y":745,"h":263,"w":263},{"x":1998,"y":609,"h":1054,"w":1054}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033152004726784"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033181918466048","indices":[63,86],"media_key":"3_1984033181918466048","media_url_https":"https://pbs.twimg.com/media/G4izqsbWkAAr5GF.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":1159,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033181918466048"}}},{"display_url":"pic.x.com/BtRziOpRkj","expanded_url":"https://x.com/yourclouddude/status/1984033350630150392/photo/1","id_str":"1984033323346190336","indices":[63,86],"media_key":"3_1984033323346190336","media_url_https":"https://pbs.twimg.com/media/G4izy7SWYAA6uEJ.jpg","type":"photo","url":"https://t.co/BtRziOpRkj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2329,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984033323346190336"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984033350630150392","view_count":766,"bookmark_count":14,"created_at":1761865387000,"favorite_count":21,"quote_count":0,"reply_count":1,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984033350630150392","full_text":"Learn AWS the way companies expect → by building, not reading. https://t.co/BtRziOpRkj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":64022,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984199295055052818","view_count":152,"bookmark_count":2,"created_at":1761904951000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984199295055052818","full_text":"From manual reports → automated data workflows in Python 🐍⚙️\n\n• Problem: Spent hours every week cleaning CSVs & emailing updates manually.\n\n• Fix: Used pandas for data cleanup, automated summaries with schedule + smtplib.\n\n• Result: Reports now send themselves every morning — zero effort, zero stress.\n\n🎯 Lesson: The best Python projects don’t just impress — they save time every single day.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,164],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984244597787181261","view_count":156,"bookmark_count":1,"created_at":1761915752000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984244597787181261","full_text":"AWS Cloud Quiz (Day 7/7) 🤖\nWhich AWS service can analyze images and detect objects or faces?\n\nVote below 👇\nI’ll share the final answer + full series recap tomorrow.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984223848422683005","view_count":9183,"bookmark_count":201,"created_at":1761910805000,"favorite_count":233,"quote_count":0,"reply_count":8,"retweet_count":28,"user_id_str":"1896591753064685568","conversation_id_str":"1984223848422683005","full_text":"Stop trying to learn everything in Python.\nStart learning what gets you hired. 💼\n• Web → Flask, FastAPI\n• Data → Pandas, SQL\n• AI/ML → NumPy, Scikit-learn\n• Automation → OS, Selenium\n• Scripting → APIs, JSON\n\nPick a lane.\nBuild projects in it.\nThat’s how Python turns into paychecks. 💰","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983157540184547424","quoted_status_permalink":{"url":"https://t.co/GXconJCRaY","expanded":"https://twitter.com/yourclouddude/status/1983157540184547424","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218408184103207","view_count":631,"bookmark_count":3,"created_at":1761909508000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984218408184103207","full_text":"✅ Answer: IAM (Identity and Access Management)\n\nExplanation:\nIAM helps you securely manage who can access what in your AWS account.\nYou can:\n• Create users, groups, and roles\n• Assign fine-grained permissions\n• Use MFA for extra security\n• Control access at the service, resource, or action level\n\n💭 Think of IAM as your AWS security gatekeeper — it decides who gets in and what they can do.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983519695144718373","quoted_status_permalink":{"url":"https://t.co/2AqVsUkc9c","expanded":"https://twitter.com/yourclouddude/status/1983519695144718373","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984218081435283738","view_count":412,"bookmark_count":3,"created_at":1761909430000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984218081435283738","full_text":"Explanation:\nVPC allows you to build your own private network within AWS — fully isolated and customizable.\nYou can:\n• Define IP ranges (CIDR blocks)\n• Create subnets (public/private)\n• Control traffic via route tables and security groups\n• Connect securely with on-prem systems\n\n💭 Think of VPC as your digital data center inside AWS — you decide who gets in, what connects, and how data flows","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983882043999056313","quoted_status_permalink":{"url":"https://t.co/VkL20S2ZBL","expanded":"https://twitter.com/yourclouddude/status/1983882043999056313","display":"x.com/yourclouddude/…"},"retweeted":false,"fact_check":null,"id":"1984217569822437405","view_count":495,"bookmark_count":4,"created_at":1761909308000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984217569822437405","full_text":"✅ Answer: EC2 (Elastic Compute Cloud)\n\nExplanation:\nEC2 gives you virtual machines (instances) in the AWS Cloud.\nYou can:\n• Pick your OS, CPU, and memory\n• Deploy web apps, APIs, or servers\n• Scale up or down in minutes\n• Pay only for what you use\n\n💭 Think of EC2 as your cloud computer — flexible, reliable, and ready for anything from small projects to full-scale production apps.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,268],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984380265435742392","view_count":44198,"bookmark_count":1080,"created_at":1761948097000,"favorite_count":889,"quote_count":2,"reply_count":36,"retweet_count":113,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"AWS Learning Roadmap 2025 ☁️\n\n1️⃣ Start: Learn the basics\n→ EC2 = compute\n→ S3 = storage\n→ IAM = security\n→ RDS = database\n\n2️⃣ Build: Do hands-on projects\n→ Host a site\n→ Deploy an app\n→ Use free-tier services\n\n3️⃣ Certify:\n🎓 Cloud Practitioner (CLF-C02)\n⚙️ Solutions Architect (SAA-C03)\n\n4️⃣ Deep Dive:\nNetworking • Monitoring • Serverless • Security\n\n5️⃣ Specialize:\nAI/ML • DevOps • Data • Architect\n\n💡 Don’t just study — build while you learn.\n\n🚀 Grab my Free AWS Certification Roadmap (Notion guide + tracker)\n⬇️ Comment ROADMAP to get it.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984321024343883840","view_count":8795,"bookmark_count":149,"created_at":1761933973000,"favorite_count":137,"quote_count":0,"reply_count":7,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1984321024343883840","full_text":"💡 10 Real AWS Projects You Can Actually Build (Beginner → Advanced)\n\nTired of just reading docs?\nStart building real stuff. ☁️\nHere are 10 ideas to level up your AWS skills 👇\n\n1️⃣ Static Website → S3 + CloudFront\n2️⃣ Serverless API → Lambda + API Gateway\n3️⃣ Chat App → WebSocket + DynamoDB\n4️⃣ Auto Backup → S3 + Lambda Triggers\n5️⃣ Image Recognition → Rekognition + SNS\n6️⃣ Cost Tracker → CloudWatch + QuickSight\n7️⃣ CI/CD Pipeline → CodePipeline + ECS\n8️⃣ Data Lake → S3 + Glue + Athena\n9️⃣ Multi-Region App → Route 53 + Load Balancer\n🔟 AI Chatbot → Lex + Lambda + DynamoDB\n\n⚡ Each project helps you connect services and think like an architect.\n💼 Build skills that stand out in interviews.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":3620918,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/w6478prZ4Y","expanded_url":"https://x.com/yourclouddude/status/1984411025429684595/photo/1","id_str":"1984411012767105027","indices":[42,65],"media_key":"3_1984411012767105027","media_url_https":"https://pbs.twimg.com/media/G4oLTWBbQAM3KEf.jpg","type":"photo","url":"https://t.co/w6478prZ4Y","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2110,"width":1688,"focus_rects":[{"x":0,"y":0,"w":1688,"h":945},{"x":0,"y":0,"w":1688,"h":1688},{"x":0,"y":0,"w":1688,"h":1924},{"x":0,"y":0,"w":1055,"h":2110},{"x":0,"y":0,"w":1688,"h":2110}]},"media_results":{"result":{"media_key":"3_1984411012767105027"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984411025429684595","view_count":2399023,"bookmark_count":1340,"created_at":1761955431000,"favorite_count":1375,"quote_count":6,"reply_count":17,"retweet_count":128,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Url shortner AWS Architecture explained 👇 https://t.co/w6478prZ4Y","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984652272593195405","view_count":2166,"bookmark_count":18,"created_at":1762012949000,"favorite_count":31,"quote_count":0,"reply_count":3,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984652272593195405","full_text":"I thought Azure was just “Microsoft’s AWS” ☁️💡\nThen I built my first project — everything changed.\n\n• Deployed a web app with App Service\n• Connected Blob Storage + SQL Database\n• Set alerts with Azure Monitor\n\nSuddenly, cloud concepts made sense.\n\n🎯 Azure isn’t just tools — it’s an ecosystem\n🎯 Build one project → understand them all","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,265],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":true,"fact_check":null,"id":"1984742632141013134","view_count":1181045,"bookmark_count":2684,"created_at":1762034492000,"favorite_count":2418,"quote_count":22,"reply_count":38,"retweet_count":218,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Don’t overthink it.\n• Learn EC2 → compute\n• Learn S3 → storage\n• Learn RDS → database\n• Learn IAM → security\n• Learn VPC → networking\n• Learn Lambda → automation\n• Learn CloudWatch → monitoring\n• Learn Route 53 → DNS & domains\n\nYou don’t need every AWS service.\nJust master the ones that actually run the cloud. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,85],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697452335628288","indices":[86,109],"media_key":"3_1984697452335628288","media_url_https":"https://pbs.twimg.com/media/G4sP0UkWgAAYAtw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1361,"y":1057,"h":137,"w":137},{"x":5,"y":1609,"h":127,"w":127},{"x":1355,"y":619,"h":141,"w":141}]},"medium":{"faces":[{"x":797,"y":619,"h":80,"w":80},{"x":3,"y":943,"h":74,"w":74},{"x":794,"y":363,"h":83,"w":83}]},"small":{"faces":[{"x":452,"y":351,"h":45,"w":45},{"x":1,"y":534,"h":42,"w":42},{"x":450,"y":205,"h":47,"w":47}]},"orig":{"faces":[{"x":2805,"y":2179,"h":284,"w":284},{"x":12,"y":3316,"h":263,"w":263},{"x":2793,"y":1277,"h":292,"w":292}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697452335628288"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697590428950528","indices":[86,109],"media_key":"3_1984697590428950528","media_url_https":"https://pbs.twimg.com/media/G4sP8XAXYAAXN-g.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":11,"y":1443,"h":151,"w":151},{"x":15,"y":1209,"h":171,"w":171}]},"medium":{"faces":[{"x":6,"y":845,"h":89,"w":89},{"x":9,"y":708,"h":100,"w":100}]},"small":{"faces":[{"x":3,"y":479,"h":50,"w":50},{"x":5,"y":401,"h":57,"w":57}]},"orig":{"faces":[{"x":24,"y":2974,"h":313,"w":313},{"x":32,"y":2492,"h":354,"w":354}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697590428950528"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697617364709376","indices":[86,109],"media_key":"3_1984697617364709376","media_url_https":"https://pbs.twimg.com/media/G4sP97WWcAASun2.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":5,"y":1491,"h":131,"w":131}]},"medium":{"faces":[{"x":3,"y":874,"h":77,"w":77}]},"small":{"faces":[{"x":1,"y":495,"h":43,"w":43}]},"orig":{"faces":[{"x":12,"y":3073,"h":271,"w":271}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697617364709376"}}},{"display_url":"pic.x.com/hk7bEutln1","expanded_url":"https://x.com/yourclouddude/status/1984697782771294638/photo/1","id_str":"1984697755516674048","indices":[86,109],"media_key":"3_1984697755516674048","media_url_https":"https://pbs.twimg.com/media/G4sQF-AWIAA_fvw.jpg","type":"photo","url":"https://t.co/hk7bEutln1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1,"y":1499,"h":147,"w":147}]},"medium":{"faces":[{"x":1,"y":878,"h":86,"w":86}]},"small":{"faces":[{"x":0,"y":498,"h":49,"w":49}]},"orig":{"faces":[{"x":4,"y":3090,"h":304,"w":304}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1984697755516674048"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984697782771294638","view_count":1448,"bookmark_count":25,"created_at":1762023799000,"favorite_count":21,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1984697782771294638","full_text":"Turn your Python skills into proof — build the projects recruiters actually look for. https://t.co/hk7bEutln1","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1813967514671415296","name":"Devbeliever","screen_name":"devbeliever","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"devbeliever","lang":"en","retweeted":false,"fact_check":null,"id":"1984559856557424776","view_count":32,"bookmark_count":0,"created_at":1761990915000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@devbeliever Right , when you stop memorizing that's when the real learning starts","in_reply_to_user_id_str":"1813967514671415296","in_reply_to_status_id_str":"1984557149704315038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[35,58]}],"user_mentions":[{"id_str":"1944672429634093056","name":"Teja","screen_name":"Teja_937","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"Teja_937","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468573654499762","view_count":343,"bookmark_count":3,"created_at":1761969152000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Teja_937 Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1944672429634093056","in_reply_to_status_id_str":"1984449175254376478","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1086272455","name":"satheesh","screen_name":"pg_satheesh","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"pg_satheesh","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468747542020150","view_count":374,"bookmark_count":7,"created_at":1761969193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@pg_satheesh Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1086272455","in_reply_to_status_id_str":"1984462211331604520","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,65],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[42,65]}],"user_mentions":[{"id_str":"1777890619035389952","name":"Devanshi🌷","screen_name":"DevanshiRathod_","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"DevanshiRathod_","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469122810593659","view_count":198,"bookmark_count":1,"created_at":1761969283000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@DevanshiRathod_ Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1777890619035389952","in_reply_to_status_id_str":"1984434318442479882","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,61],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[38,61]}],"user_mentions":[{"id_str":"1246079372081102849","name":"Ridwan👨🏾‍💻","screen_name":"Ridwan_yaml","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"Ridwan_yaml","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468837274960029","view_count":123,"bookmark_count":0,"created_at":1761969215000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@Ridwan_yaml Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"1246079372081102849","in_reply_to_status_id_str":"1984432178810241162","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"519234362","name":"KAVAN","screen_name":"kalaicosmo","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"kalaicosmo","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984468302513742129","view_count":86,"bookmark_count":1,"created_at":1761969087000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@kalaicosmo Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"519234362","in_reply_to_status_id_str":"1984455643198267428","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ougxr?layout…","expanded_url":"https://yourclouddude.gumroad.com/l/ougxr?layout=profile","url":"https://t.co/DsBCNbC8RR","indices":[37,60]}],"user_mentions":[{"id_str":"2306072156","name":"फाइवजी","screen_name":"fivegggggg","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"fivegggggg","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984469038823850481","view_count":54,"bookmark_count":0,"created_at":1761969263000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984380265435742392","full_text":"@fivegggggg Grab your resource here:\nhttps://t.co/DsBCNbC8RR","in_reply_to_user_id_str":"2306072156","in_reply_to_status_id_str":"1984429240377368639","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,94],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[71,94]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984411029707907271","view_count":1033,"bookmark_count":1,"created_at":1761955432000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"Grab the AWS Architecture Vault now and learn 10+ Adv. Architectures 👇\nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984411025429684595","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,58],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/yybcvx","expanded_url":"https://yourclouddude.gumroad.com/l/yybcvx","url":"https://t.co/TaeOtfgVNT","indices":[35,58]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984742633374187767","view_count":34219,"bookmark_count":62,"created_at":1762034493000,"favorite_count":37,"quote_count":0,"reply_count":2,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Go Pro in AWS and get certified !!\nhttps://t.co/TaeOtfgVNT","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,81],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1062034323249881088","name":"Himanshu Kumar","screen_name":"codewithimanshu","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"codewithimanshu","lang":"en","retweeted":false,"fact_check":null,"id":"1984612874854285715","view_count":774,"bookmark_count":0,"created_at":1762003556000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984411025429684595","full_text":"@codewithimanshu Thanks for the praise. Scaling with right knowledge is efficient","in_reply_to_user_id_str":"1062034323249881088","in_reply_to_status_id_str":"1984579436969156728","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":71455,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984849353807446215","view_count":8754,"bookmark_count":131,"created_at":1762059937000,"favorite_count":163,"quote_count":0,"reply_count":5,"retweet_count":12,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Don’t overthink it.\n• Learn how servers work\n• Learn what virtualization means\n• Learn how the cloud stores & scales\n• Learn AWS, Azure, or GCP — not all at once\n• Deploy a small web app\n• Automate backups & monitoring\n• Understand billing, regions, and security\n\nCloud isn’t magic.\nIt’s just someone else’s computer — done right. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984833205115986226","view_count":4348,"bookmark_count":73,"created_at":1762056087000,"favorite_count":72,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1984833205115986226","full_text":"☁️ AWS vs GCP vs Azure in Plain English 🧠\n\nThree giants. Same goal: run your stuff in the cloud.\nBut each has its own vibe 👇\n\n🟧 AWS (Amazon Web Services)\nThe OG. The granddaddy of cloud.\nMassive service library — EC2, S3, Lambda, RDS, everything.\nIf you can dream it, AWS probably has it.\n💡 Best for: Scalability, enterprise, builders who love control.\n\n🟩 GCP (Google Cloud Platform)\nThe data & AI wizard. 🤓\nSuper strong in analytics (BigQuery), AI, and developer-friendly tools.\nClean UI, fewer services, but pure efficiency.\n💡 Best for: Startups, ML/AI projects, data-heavy apps.\n\n🟦 Azure (Microsoft Azure)\nThe corporate favorite. 💼\nSeamlessly integrates with Office 365, Windows, and Active Directory.\nPerfect if your company’s already “Team Microsoft.”\n💡 Best for: Enterprises, hybrid cloud setups, Windows-heavy teams.\n\nIn short:\nAWS = Biggest & broadest 🌍\nGCP = Smart & data-driven 🤖\nAzure = Enterprise-friendly 🏢\n\n💬 Pro tip:\nAll 3 are powerful — pick the one that fits your goals, not the hype.\n\nClouds differ, but the sky’s the same ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,282],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985006621123043731","view_count":33103,"bookmark_count":715,"created_at":1762097432000,"favorite_count":612,"quote_count":1,"reply_count":11,"retweet_count":70,"user_id_str":"1896591753064685568","conversation_id_str":"1985006621123043731","full_text":"Python Learning Path (Beginner → Pro) 🐍🚀\n\n1️⃣ Basics → variables, loops, functions, data types\n2️⃣ Core Skills → lists, dicts, OOP, error handling\n3️⃣ Libraries → NumPy, Pandas, Matplotlib\n4️⃣ Automation → scripts, file handling, APIs\n5️⃣ Web Dev → Flask or Django\n6️⃣ Data & AI → SQL, ML, Streamlit\n7️⃣ Portfolio → 5–10 real projects on GitHub\n\n📌 Learn → Build → Share → Repeat.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1445377133547765763","name":"Dhanian 🗯️","screen_name":"e_opore","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"e_opore","lang":"en","retweeted":false,"fact_check":null,"id":"1984818752047993148","view_count":6196,"bookmark_count":0,"created_at":1762052641000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@e_opore Thanks for appreciation 🙌, glad you liked it","in_reply_to_user_id_str":"1445377133547765763","in_reply_to_status_id_str":"1984815950772756682","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,14],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1941744889672392704","name":"Raj Kumar","screen_name":"MindOrbit2","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"MindOrbit2","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999799524122648","view_count":2666,"bookmark_count":0,"created_at":1762095806000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@MindOrbit2 👍👍","in_reply_to_user_id_str":"1941744889672392704","in_reply_to_status_id_str":"1984969651814797767","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"762035717576990720","name":"Munachi","screen_name":"munathelegend","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"munathelegend","lang":"qme","retweeted":false,"fact_check":null,"id":"1984999824455053716","view_count":2251,"bookmark_count":0,"created_at":1762095812000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@munathelegend 😂🙌","in_reply_to_user_id_str":"762035717576990720","in_reply_to_status_id_str":"1984850825722925501","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[17,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1551262560648712192","name":"Karan Jagtiani","screen_name":"karanjagtiani04","indices":[0,16]}]},"favorited":false,"in_reply_to_screen_name":"karanjagtiani04","lang":"en","retweeted":false,"fact_check":null,"id":"1984999885264011282","view_count":2130,"bookmark_count":0,"created_at":1762095826000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@karanjagtiani04 Yeah that's a great add on","in_reply_to_user_id_str":"1551262560648712192","in_reply_to_status_id_str":"1984995685733704050","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/gmjdsz","expanded_url":"https://yourclouddude.gumroad.com/l/gmjdsz","url":"https://t.co/dsWAaVohRD","indices":[44,67]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985050606172787139","view_count":11737,"bookmark_count":30,"created_at":1762107919000,"favorite_count":14,"quote_count":0,"reply_count":0,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 15+ Adv AWS projects and get hired 👇 \nhttps://t.co/dsWAaVohRD","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[54,77]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1984849643424125151","view_count":268,"bookmark_count":1,"created_at":1762060006000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"Grab the best AWS resources and get ahead in career 👇\nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984849353807446215","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,11],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1904019644303745025","name":"Vassio","screen_name":"vasio01","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"vasio01","lang":"qme","retweeted":false,"scopes":{"followers":false},"fact_check":null,"id":"1985050290941530448","view_count":2,"bookmark_count":0,"created_at":1762107844000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984849353807446215","full_text":"@vasio01 👍👍","in_reply_to_user_id_str":"1904019644303745025","in_reply_to_status_id_str":"1985049436150804951","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":108673,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985240925975482368","indices":[47,70],"media_key":"3_1985240925975482368","media_url_https":"https://pbs.twimg.com/media/G4z-GppWEAAUlAj.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":229,"y":1617,"h":75,"w":75},{"x":615,"y":1621,"h":69,"w":69}]},"medium":{"faces":[{"x":134,"y":948,"h":44,"w":44},{"x":360,"y":950,"h":40,"w":40}]},"small":{"faces":[{"x":76,"y":537,"h":25,"w":25},{"x":204,"y":538,"h":23,"w":23}]},"orig":{"faces":[{"x":688,"y":4845,"h":227,"w":227},{"x":1844,"y":4857,"h":209,"w":209}]}},"sizes":{"large":{"h":2048,"w":1240,"resize":"fit"},"medium":{"h":1200,"w":727,"resize":"fit"},"small":{"h":680,"w":412,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":6133,"width":3714,"focus_rects":[{"x":0,"y":338,"w":3714,"h":2080},{"x":0,"y":0,"w":3714,"h":3714},{"x":0,"y":0,"w":3714,"h":4234},{"x":0,"y":0,"w":3067,"h":6133},{"x":0,"y":0,"w":3714,"h":6133}]},"media_results":{"result":{"media_key":"3_1985240925975482368"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241068921647104","indices":[47,70],"media_key":"3_1985241068921647104","media_url_https":"https://pbs.twimg.com/media/G4z-O-KXcAARUGF.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":453,"y":275,"h":265,"w":265}]},"medium":{"faces":[{"x":266,"y":161,"h":155,"w":155}]},"small":{"faces":[{"x":150,"y":91,"h":88,"w":88}]},"orig":{"faces":[{"x":1582,"y":961,"h":926,"w":926}]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":468,"w":4060,"h":2274},{"x":0,"y":0,"w":4060,"h":4060},{"x":0,"y":0,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241068921647104"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241100131381248","indices":[47,70],"media_key":"3_1985241100131381248","media_url_https":"https://pbs.twimg.com/media/G4z-QybWMAAgtOv.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241100131381248"}}},{"display_url":"pic.x.com/7DF6g3i0fv","expanded_url":"https://x.com/yourclouddude/status/1985241271099588728/photo/1","id_str":"1985241241462734848","indices":[47,70],"media_key":"3_1985241241462734848","media_url_https":"https://pbs.twimg.com/media/G4z-ZA7XgAAhpAT.jpg","type":"photo","url":"https://t.co/7DF6g3i0fv","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1165,"resize":"fit"},"medium":{"h":1200,"w":683,"resize":"fit"},"small":{"h":680,"w":387,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":7137,"width":4060,"focus_rects":[{"x":0,"y":1182,"w":4060,"h":2274},{"x":0,"y":289,"w":4060,"h":4060},{"x":0,"y":5,"w":4060,"h":4628},{"x":178,"y":0,"w":3569,"h":7137},{"x":0,"y":0,"w":4060,"h":7137}]},"media_results":{"result":{"media_key":"3_1985241241462734848"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985241271099588728","view_count":6573,"bookmark_count":174,"created_at":1762153377000,"favorite_count":154,"quote_count":0,"reply_count":4,"retweet_count":19,"user_id_str":"1896591753064685568","conversation_id_str":"1985241271099588728","full_text":"Projects are your portfolio. Not certificates. https://t.co/7DF6g3i0fv","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985286239050719623","view_count":21788,"bookmark_count":520,"created_at":1762164098000,"favorite_count":387,"quote_count":0,"reply_count":5,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1985286239050719623","full_text":"7 Python Projects Every Beginner Should Build\n• Calculator → practice logic & loops\n• To-Do List App → file handling basics\n• Weather App → work with APIs\n• Expense Tracker → Tkinter GUI\n• CRUD Web App → Flask + Database\n• Resume Parser → NLP practice\n• Job Tracker → Selenium automation\n\nForget 50 tutorials.\nBuild these 7 → portfolio ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331716324495360","indices":[50,73],"media_key":"3_1985331716324495360","media_url_https":"https://pbs.twimg.com/media/G41QrWDWkAAgxQI.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331716324495360"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331855642578944","indices":[50,73],"media_key":"3_1985331855642578944","media_url_https":"https://pbs.twimg.com/media/G41QzdDX0AAJuTx.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331855642578944"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985331898046910464","indices":[50,73],"media_key":"3_1985331898046910464","media_url_https":"https://pbs.twimg.com/media/G41Q17BWkAAA_fE.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985331898046910464"}}},{"display_url":"pic.x.com/8xdv5J20yY","expanded_url":"https://x.com/yourclouddude/status/1985332068021157935/photo/1","id_str":"1985332038254108673","indices":[50,73],"media_key":"3_1985332038254108673","media_url_https":"https://pbs.twimg.com/media/G41Q-FVWoAExAsD.jpg","type":"photo","url":"https://t.co/8xdv5J20yY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1985332038254108673"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985332068021157935","view_count":38583,"bookmark_count":1040,"created_at":1762175025000,"favorite_count":994,"quote_count":1,"reply_count":7,"retweet_count":102,"user_id_str":"1896591753064685568","conversation_id_str":"1985332068021157935","full_text":"AWS skills that interviewers actually care about. https://t.co/8xdv5J20yY","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,185],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985463367428198564","view_count":22109,"bookmark_count":63,"created_at":1762206329000,"favorite_count":330,"quote_count":4,"reply_count":17,"retweet_count":20,"user_id_str":"1896591753064685568","conversation_id_str":"1985463367428198564","full_text":"Recruiter: We need someone who knows AWS.\nCandidate: Sure, I’ve used AWS.\nRecruiter: Perfect, you’ll manage our entire cloud.\nCandidate: …All 200 services?\nRecruiter: That’s the spirit!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985467410694930659","view_count":12111,"bookmark_count":336,"created_at":1762207293000,"favorite_count":204,"quote_count":0,"reply_count":3,"retweet_count":22,"user_id_str":"1896591753064685568","conversation_id_str":"1985467410694930659","full_text":"Most people learning Python stay stuck in tutorials —\nnot because they don’t know enough…\nbut because they don’t know how to start building.\n\nHere’s a step-by-step guide to building Python projects that actually teach you something 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com/l/ucxrda","expanded_url":"https://yourclouddude.gumroad.com/l/ucxrda","url":"https://t.co/hohSdKe8qr","indices":[64,87]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985137594108400112","view_count":4831,"bookmark_count":14,"created_at":1762128659000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Build 10 real world AWS Architectures and Ace all interviews 👇 \nhttps://t.co/hohSdKe8qr","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"yourclouddude.gumroad.com","expanded_url":"https://yourclouddude.gumroad.com/","url":"https://t.co/lz5eOMkiH6","indices":[31,54]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"yourclouddude","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985260573207187669","view_count":2057,"bookmark_count":4,"created_at":1762157979000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"Grab the best AWS resources 👇 \nhttps://t.co/lz5eOMkiH6","in_reply_to_user_id_str":"1896591753064685568","in_reply_to_status_id_str":"1984742632141013134","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"591338343","name":"Big Bruno","screen_name":"modoulaminc","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"modoulaminc","lang":"en","retweeted":false,"fact_check":null,"id":"1985321186549813481","view_count":490,"bookmark_count":0,"created_at":1762172431000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1984742632141013134","full_text":"@modoulaminc Sure","in_reply_to_user_id_str":"591338343","in_reply_to_status_id_str":"1985318997835862494","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,15],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1743620466231640064","name":"Lingo.dev","screen_name":"lingodotdev","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"lingodotdev","lang":"qme","retweeted":false,"fact_check":null,"id":"1985461837270598122","view_count":6,"bookmark_count":0,"created_at":1762205964000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985239243116167179","full_text":"@lingodotdev 😂😂","in_reply_to_user_id_str":"1743620466231640064","in_reply_to_status_id_str":"1985239243116167179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,25],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1511613750637318151","name":"Nikki Siapno","screen_name":"NikkiSiapno","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NikkiSiapno","lang":"en","retweeted":false,"fact_check":null,"id":"1985384718821466146","view_count":125,"bookmark_count":0,"created_at":1762187578000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1985342276059758625","full_text":"@NikkiSiapno Great Post!!","in_reply_to_user_id_str":"1511613750637318151","in_reply_to_status_id_str":"1985342276059758625","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":17490,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985557992217985128","view_count":2934,"bookmark_count":53,"created_at":1762228889000,"favorite_count":71,"quote_count":0,"reply_count":4,"retweet_count":7,"user_id_str":"1896591753064685568","conversation_id_str":"1985557992217985128","full_text":"Don’t overthink it.\n• Learn Virtual Machines → compute\n• Learn Blob Storage → files\n• Learn Azure SQL → databases\n• Learn Functions → automation\n• Learn Virtual Network → networking\n• Learn Azure AD → identity\n• Learn Monitor → insights\n• Learn Resource Groups → organization\n\nYou don’t need every Azure service.\nJust master the ones that power real projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985603309185491447","view_count":8579,"bookmark_count":105,"created_at":1762239694000,"favorite_count":158,"quote_count":1,"reply_count":4,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1985603309185491447","full_text":"☁️ AWS vs GCP — Deep Dive (in plain English)\n\nCompute:\nAWS → Full control, more configs.\nGCP → Simple, smarter defaults.\n\nStorage:\nAWS S3 → Battle-tested.\nGCP Storage → Clean + easy.\n\nAI/ML:\nAWS → Tons of tools, complex setup.\nGCP → Google’s playground. Fast & smart.\n\nSecurity:\nAWS → Granular but confusing.\nGCP → Simpler IAM, less friction.\n\nPricing:\nAWS → Powerful but pricey surprises.\nGCP → Transparent, cheaper for startups.\n\nReach:\nAWS → Global beast 🌍\nGCP → Lean but catching up ⚡\n\nTL;DR:\n🧱 AWS → For builders\n🤖 GCP → For innovators\n\nDifferent clouds, same sky ☁️✨","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985829803996410045","view_count":5977,"bookmark_count":161,"created_at":1762293694000,"favorite_count":137,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1985829803996410045","full_text":"🚀 Python: Zero → Hero\n\nDon’t overthink it — here’s the roadmap that actually works 👇\n\n1️⃣ Basics → syntax, loops, functions\n2️⃣ Mini projects → calculator, weather app, file sorter\n3️⃣ OOP & modules → structure your code\n4️⃣ Automation → scripts that save time\n5️⃣ Web & APIs → Flask, FastAPI\n6️⃣ Data skills → pandas, SQL, charts\n7️⃣ Portfolio projects → show your skills\n8️⃣ Jobs & freelancing → apply smart\n\nYou don’t need 10 tutorials.\nYou need one clear path + consistent action.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":25299,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/aHbr2VT28T","indices":[224,247]},{"display_url":"api.weather.com/nyc","expanded_url":"https://api.weather.com/nyc","url":"https://t.co/h7K0maX5vg","indices":[224,247]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920370239517106","view_count":5482,"bookmark_count":79,"created_at":1762315287000,"favorite_count":105,"quote_count":0,"reply_count":3,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1985920370239517106","full_text":"⚙️ APIs in Plain English 🧠\n\nAPIs = how apps talk to each other.\nIt’s texting… but for code. 💬\n\nExample:\nYou → “Hey weather app, what’s the temp in NYC?”\nAPI → “72°F 🌤️”\n\nPython version:\n\nimport requests\ndata = requests.get(\"https://t.co/h7K0maX5vg\")\nprint(data.json())\n\nWhy it matters:\n✅ Connect apps easily\n✅ Access real-time data\n✅ Power every modern product\n\n💡 Pro tip: Learn APIs → you unlock automation, AI, and cloud together.\n\nAPIs = The secret language of the internet 🌐","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,186],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986093804919599433","view_count":8911,"bookmark_count":189,"created_at":1762356637000,"favorite_count":146,"quote_count":0,"reply_count":2,"retweet_count":13,"user_id_str":"1896591753064685568","conversation_id_str":"1986093804919599433","full_text":"Learning AWS is great —\nbut showing AWS is what gets you noticed.\n\nHere’s how to turn your AWS knowledge into real projects that make recruiters say, “You’ve actually built something.” 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,163],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986146998160851138","view_count":10906,"bookmark_count":275,"created_at":1762369319000,"favorite_count":175,"quote_count":0,"reply_count":3,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986146998160851138","full_text":"Knowing Python is great —\nbut knowing how to use it to earn is the real skill.\n\nHere’s exactly how to go from writing code → earning freelance income with Python 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":0,"startTime":1762387200000,"endTime":1762473600000,"tweets":[]},{"label":"2025-11-08","value":32025,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986826726266024015","view_count":1000,"bookmark_count":10,"created_at":1762531379000,"favorite_count":20,"quote_count":0,"reply_count":2,"retweet_count":3,"user_id_str":"1896591753064685568","conversation_id_str":"1986826726266024015","full_text":"AWS vs Oracle Cloud ☁️\nLet’s clear the fog.\n\nWhen people say “Oracle is cheaper,”\nthey’re not wrong —\nbut they’re not telling the whole story.\n\n1️⃣ Market share\nAWS → 🥇 ~31%\nOracle → ~3% (catching up… slowly)\n\n2️⃣ Strengths\nAWS → Breadth: 200+ services, global reach.\nOracle → Depth: unbeatable for databases & ERP.\n\n3️⃣ Pricing\nAWS → Pay-as-you-go, flexible, can get costly fast.\nOracle → Lower compute rates, heavy DB discounts.\n\n4️⃣ Ecosystem\nAWS → Massive community + job demand everywhere.\nOracle → Enterprise niche, fewer learning paths.\n\n5️⃣ Best for\nAWS → Builders, startups, cloud learners.\nOracle → Enterprises with legacy Oracle stacks.\n\nVerdict 🧠\nAWS = versatility & innovation.\nOracle = specialization & performance.\n\nDon’t pick what’s trending —\npick what fits your build. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,49],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781405590716416","indices":[50,73],"media_key":"3_1986781405590716416","media_url_https":"https://pbs.twimg.com/media/G5J3KXaWAAA5Jjw.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781405590716416"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781545214967809","indices":[50,73],"media_key":"3_1986781545214967809","media_url_https":"https://pbs.twimg.com/media/G5J3SfjXAAEO2R0.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781545214967809"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781576613519360","indices":[50,73],"media_key":"3_1986781576613519360","media_url_https":"https://pbs.twimg.com/media/G5J3UUhW4AAoi0Y.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781576613519360"}}},{"display_url":"pic.x.com/UjLmxlj1Jj","expanded_url":"https://x.com/yourclouddude/status/1986781747531370703/photo/1","id_str":"1986781718905233409","indices":[50,73],"media_key":"3_1986781718905233409","media_url_https":"https://pbs.twimg.com/media/G5J3cmmWIAEktf8.jpg","type":"photo","url":"https://t.co/UjLmxlj1Jj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1986781718905233409"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986781747531370703","view_count":11353,"bookmark_count":280,"created_at":1762520655000,"favorite_count":313,"quote_count":0,"reply_count":1,"retweet_count":49,"user_id_str":"1896591753064685568","conversation_id_str":"1986781747531370703","full_text":"AWS skills that interviewers actually care about. https://t.co/UjLmxlj1Jj","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986821711451619601","view_count":18270,"bookmark_count":266,"created_at":1762530184000,"favorite_count":297,"quote_count":1,"reply_count":99,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1986821711451619601","full_text":"☁️ AZ-900 isn’t hard — it’s just misunderstood.\n\nYou don’t need to memorize every icon or CLI command.\nYou just need to understand how the cloud actually thinks.\n\nOnce that clicks —\n🔹 IaaS · PaaS · SaaS → crystal clear\n🔹 CAPEX vs OPEX → finally makes sense\n🔹 Azure stops feeling like alphabet soup\n\nFocus on concepts + hands-on labs.\nThat combo beats 10 hours of random tutorials.\n\nI’ve bundled my AZ-900 notes, visuals & mock tests into one Notion guide — beginner-friendly, visual, and free-tier safe.\n\n💬 Reply “Azure” and I’ll send you the resources.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1157414015666184192","name":"Branko","screen_name":"brankopetric00","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"brankopetric00","lang":"qme","retweeted":false,"fact_check":null,"id":"1986736757128499326","view_count":1402,"bookmark_count":0,"created_at":1762509929000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1986704035739553946","full_text":"@brankopetric00 👍","in_reply_to_user_id_str":"1157414015666184192","in_reply_to_status_id_str":"1986704035739553946","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[]},{"label":"2025-11-10","value":13137,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987413418991927660","view_count":13137,"bookmark_count":162,"created_at":1762671258000,"favorite_count":177,"quote_count":0,"reply_count":6,"retweet_count":29,"user_id_str":"1896591753064685568","conversation_id_str":"1987413418991927660","full_text":"Top 10 Python Skills to Master\n\n• Variables & Data Types – the foundation\n• Loops & Functions – logic builder\n• OOP – reusable, clean code\n• File Handling – read, write, automate\n• APIs – connect apps & data\n• Pandas – data manipulation\n• Flask/FastAPI – web apps & APIs\n• SQL – database integration\n• Automation – scripts that save time\n• Git – show your work\n\nYou don’t need to know everything.\nMaster these 10 → you’re job-ready.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":199747,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987709119994978705","view_count":184007,"bookmark_count":2048,"created_at":1762741758000,"favorite_count":1854,"quote_count":8,"reply_count":51,"retweet_count":204,"user_id_str":"1896591753064685568","conversation_id_str":"1987709119994978705","full_text":"Don’t overthink it.\n• Build a Calculator to master logic & loops\n• Build a Weather App using live APIs\n• Build a CRUD Web App with Flask + DB\n• Build a Chatbot UI with Streamlit + GPT\n• Build a File Organizer with os & shutil\n• Build a Resume Parser using NLP\n• Build a Stock Predictor using ML\n• Build a Job Tracker that updates Notion\nThe best way to learn Python?\nProjects. Not tutorials.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,269],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1987777632436449507","view_count":15740,"bookmark_count":356,"created_at":1762758093000,"favorite_count":326,"quote_count":1,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1987777632436449507","full_text":"Azure Certification Path (Step-by-Step) ☁️💙\n\n1️⃣ Beginner → AZ-900: Azure Fundamentals\nLearn core cloud concepts, pricing, and services.\n\n2️⃣ Associate →\n• AZ-104: Azure Administrator\n• AZ-204: Azure Developer\n• AZ-305: Solutions Architect\n\n3️⃣ Specialty →\n• AI-102: AI Engineer\n• DP-203: Data Engineer\n• SC-100: Cybersecurity Architect\n\n4️⃣ Expert Level →\nCombine multiple associate certs + hands-on projects.\n\n📌 Start with AZ-900 → go deep in your career path.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":49613,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140532455841792","indices":[43,66],"media_key":"3_1988140532455841792","media_url_https":"https://pbs.twimg.com/media/G5dLR9iWIAA-ou4.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1633,"h":115,"w":115},{"x":305,"y":1635,"h":105,"w":105},{"x":1291,"y":1665,"h":111,"w":111}]},"medium":{"faces":[{"x":2,"y":957,"h":67,"w":67},{"x":179,"y":958,"h":62,"w":62},{"x":756,"y":976,"h":65,"w":65}]},"small":{"faces":[{"x":1,"y":542,"h":38,"w":38},{"x":101,"y":543,"h":35,"w":35},{"x":428,"y":553,"h":37,"w":37}]},"orig":{"faces":[{"x":8,"y":3366,"h":238,"w":238},{"x":630,"y":3370,"h":218,"w":218},{"x":2661,"y":3432,"h":230,"w":230}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140532455841792"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140668326141952","indices":[43,66],"media_key":"3_1988140668326141952","media_url_https":"https://pbs.twimg.com/media/G5dLZ3sWYAAPiBG.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":829,"y":849,"h":119,"w":119}]},"medium":{"faces":[{"x":486,"y":498,"h":70,"w":70}]},"small":{"faces":[{"x":275,"y":282,"h":39,"w":39}]},"orig":{"faces":[{"x":1709,"y":1751,"h":247,"w":247}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":105,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140668326141952"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140696222539777","indices":[43,66],"media_key":"3_1988140696222539777","media_url_https":"https://pbs.twimg.com/media/G5dLbfnXoAE7UEl.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":787,"y":131,"h":155,"w":155}]},"medium":{"faces":[{"x":461,"y":77,"h":91,"w":91}]},"small":{"faces":[{"x":261,"y":43,"h":51,"w":51}]},"orig":{"faces":[{"x":1623,"y":271,"h":321,"w":321}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140696222539777"}}},{"display_url":"pic.x.com/J0rgdk6nP5","expanded_url":"https://x.com/yourclouddude/status/1988140858898616429/photo/1","id_str":"1988140833082630144","indices":[43,66],"media_key":"3_1988140833082630144","media_url_https":"https://pbs.twimg.com/media/G5dLjddW4AARZrf.jpg","type":"photo","url":"https://t.co/J0rgdk6nP5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":825,"y":331,"h":175,"w":175},{"x":829,"y":1655,"h":187,"w":187}]},"medium":{"faces":[{"x":483,"y":194,"h":102,"w":102},{"x":486,"y":970,"h":110,"w":110}]},"small":{"faces":[{"x":274,"y":110,"h":58,"w":58},{"x":275,"y":549,"h":62,"w":62}]},"orig":{"faces":[{"x":1701,"y":683,"h":362,"w":362},{"x":1709,"y":3411,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1988140833082630144"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988140858898616429","view_count":880,"bookmark_count":21,"created_at":1762844693000,"favorite_count":24,"quote_count":0,"reply_count":1,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1988140858898616429","full_text":"PYTHON was never this EASY to understand!! https://t.co/J0rgdk6nP5","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988094701191213282","view_count":8186,"bookmark_count":106,"created_at":1762833688000,"favorite_count":137,"quote_count":0,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1988094701191213282","full_text":"AWS vs Azure the real difference...\nAWS → best for learning cloud fundamentals\n• Great Free Tier\n• Huge community\n• Ideal for hands-on + certs\nAzure → best for AI & enterprise systems\n• Powering Microsoft, LinkedIn, GitHub\n• Deep OpenAI integration (Copilot, ChatGPT)\n• Perfect for real-world AI + enterprise projects\nSmart path:\n1️⃣ Learn AWS → get the basics right\n2️⃣ Learn Azure → master enterprise + AI side\nKnow both = you’re unstoppable in cloud tech","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988276538953884134","view_count":7860,"bookmark_count":183,"created_at":1762877041000,"favorite_count":184,"quote_count":0,"reply_count":3,"retweet_count":23,"user_id_str":"1896591753064685568","conversation_id_str":"1988276538953884134","full_text":"🚀 Python Projects Roadmap — From Beginner to Job-Ready\n\nStep 1: Core Python → Master syntax, loops, functions, and error handling.\nStep 2: Mini Projects → Build a Calculator, To-Do App, Password Generator.\nStep 3: Python Automation → Automate files, emails, and web scraping tasks.\nStep 4: APIs + Data → Work with REST APIs, JSON, Pandas, and data cleaning.\nStep 5: Web Dev + Database → Use Flask + SQLite/MySQL to build full CRUD apps.\nStep 6: Portfolio Projects → Launch on GitHub, add README files, build a clean UI.\n\n📈 By Step 6 → You’re not just learning Python —\nYou’re building a real developer portfolio that gets recruiters’ attention 💼🐍","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,272],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988321555881902564","view_count":20233,"bookmark_count":314,"created_at":1762887774000,"favorite_count":368,"quote_count":0,"reply_count":11,"retweet_count":56,"user_id_str":"1896591753064685568","conversation_id_str":"1988321555881902564","full_text":"DevOps in plain English 🧠\n\n• Docker → packs your app so it runs anywhere\n• Kubernetes → keeps all those apps running\n• Jenkins → builds & deploys automatically\n• Terraform → builds cloud infra with code\n• GitHub Actions → runs workflows when you push code\n\nLearn these → and you’ll understand 80% of real-world DevOps.\nIt’s less about buzzwords, more about automation, speed & reliability. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1883861571929264129","name":"Siya","screen_name":"Loop_and_lift","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Loop_and_lift","lang":"en","retweeted":false,"fact_check":null,"id":"1988043828184723813","view_count":12454,"bookmark_count":0,"created_at":1762821559000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1987891495316169062","full_text":"@Loop_and_lift Just need to get started !!","in_reply_to_user_id_str":"1883861571929264129","in_reply_to_status_id_str":"1987891495316169062","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":30686,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,264],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988563312888459487","view_count":30686,"bookmark_count":480,"created_at":1762945414000,"favorite_count":387,"quote_count":0,"reply_count":8,"retweet_count":38,"user_id_str":"1896591753064685568","conversation_id_str":"1988563312888459487","full_text":"10 Python Projects That Make Your Resume Stand Out\n\n• File Organizer – automate your desktop\n• Web Scraper – extract real data\n• Weather App – use live APIs\n• CRUD App – Flask + SQL backend\n• Resume Parser – NLP practice\n• Expense Tracker – Tkinter GUI\n• Chatbot – Streamlit + GPT\n• Stock Analyzer – Pandas + APIs\n• Email Sender – automate workflows\n• Job Tracker – Selenium + Notion\n\nForget endless tutorials.\nBuild these 10 → show real proof of skill.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":19317,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989046106571907480","view_count":4605,"bookmark_count":114,"created_at":1763060521000,"favorite_count":113,"quote_count":0,"reply_count":6,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989046106571907480","full_text":"Your AWS Roadmap (from Zero → Cloud Pro) ☁️\n\n1️⃣ Start with the Basics → EC2, S3, IAM\n2️⃣ Learn Networking → VPC, Route 53, Load Balancers\n3️⃣ Add Automation → Lambda, CloudFormation\n4️⃣ Master Databases → RDS, DynamoDB\n5️⃣ Go Serverless → API Gateway, EventBridge\n6️⃣ Monitor Everything → CloudWatch, CloudTrail\n7️⃣ Secure Everything → KMS, WAF, GuardDuty\n8️⃣ Build Projects → deploy full apps on AWS\n\nYou don’t need all 200+ services.\nYou just need the right sequence and consistent hands-on. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988864801032823293","view_count":14712,"bookmark_count":311,"created_at":1763017294000,"favorite_count":268,"quote_count":0,"reply_count":7,"retweet_count":42,"user_id_str":"1896591753064685568","conversation_id_str":"1988864801032823293","full_text":"AWS Certification Path (Step-by-Step) ☁️🚀\n\n1️⃣ Beginner → Cloud Practitioner (CLF-C02)\nUnderstand cloud basics, pricing, and AWS core services.\n\n2️⃣ Associate →\n• Solutions Architect – Associate (SAA-C03)\n• Developer – Associate (DVA-C02)\n• SysOps Administrator – Associate (SOA-C02)\n\n3️⃣ Professional →\n• Solutions Architect – Professional (SAP-C02)\n• DevOps Engineer – Professional (DOP-C02)\n\n4️⃣ Specialty →\n• Machine Learning – MLS-C01\n• Security – SCS-C02\n• Data Analytics – DAS-C01\n• Advanced Networking – ANS-C01\n\n📌 Start with Cloud Practitioner → pick one track → master hands-on.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":20464,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989408460425830449","view_count":2343,"bookmark_count":81,"created_at":1763146913000,"favorite_count":64,"quote_count":1,"reply_count":3,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1989408460425830449","full_text":"10 AWS Projects to Actually Learn the Cloud 🚀\n\n1️⃣ Host a static website on S3 + CloudFront\n2️⃣ Deploy a web app with EC2 + RDS\n3️⃣ Build a serverless API using Lambda + API Gateway\n4️⃣ Automate backups to S3 with Python (Boto3)\n5️⃣ Create a custom domain with Route 53\n6️⃣ Set up monitoring dashboards with CloudWatch\n7️⃣ Build a file upload system with S3 + DynamoDB\n8️⃣ Create event-driven automation using EventBridge\n9️⃣ Deploy containers with ECS + Fargate\n🔟 Build a CI/CD pipeline with CodePipeline + CodeBuild\n\n👉 Stop memorizing theory.\nStart building — that’s where real AWS confidence comes from. ☁️","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,221],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989468781849042955","view_count":8473,"bookmark_count":224,"created_at":1763161294000,"favorite_count":177,"quote_count":1,"reply_count":6,"retweet_count":18,"user_id_str":"1896591753064685568","conversation_id_str":"1989468781849042955","full_text":"AWS Certifications are still the best way to prove your cloud skills.\nBut most people don’t know where to start or which certs actually matter.\n\nHere’s a breakdown of every AWS certification and how to plan your roadmap 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/qvywzj6b1C","expanded_url":"https://x.com/yourclouddude/status/1989330537706930309/photo/1","id_str":"1989330128938438656","indices":[46,69],"media_key":"3_1989330128938438656","media_url_https":"https://pbs.twimg.com/media/G5uFNlxbkAAadPs.jpg","type":"photo","url":"https://t.co/qvywzj6b1C","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":834,"y":1080,"h":128,"w":128}]},"medium":{"faces":[{"x":488,"y":632,"h":74,"w":74}]},"small":{"faces":[{"x":276,"y":358,"h":42,"w":42}]},"orig":{"faces":[{"x":1668,"y":2160,"h":256,"w":256}]}},"sizes":{"large":{"h":2048,"w":1639,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4096,"width":3277,"focus_rects":[{"x":0,"y":0,"w":3277,"h":1835},{"x":0,"y":0,"w":3277,"h":3277},{"x":0,"y":0,"w":3277,"h":3736},{"x":0,"y":0,"w":2048,"h":4096},{"x":0,"y":0,"w":3277,"h":4096}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1989330128938438656"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989330537706930309","view_count":9648,"bookmark_count":140,"created_at":1763128334000,"favorite_count":300,"quote_count":0,"reply_count":2,"retweet_count":37,"user_id_str":"1896591753064685568","conversation_id_str":"1989330537706930309","full_text":"3 - Tier Web App AWS Architecture Explained 👇 https://t.co/qvywzj6b1C","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":3726,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989823347379577211","view_count":212,"bookmark_count":8,"created_at":1763245829000,"favorite_count":5,"quote_count":1,"reply_count":1,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1989823347379577211","full_text":"Python is everywhere — web apps, data, AI, automation, cloud.\nBut most people get lost in random tutorials.\n\nHere’s a structured roadmap to go from beginner → job-ready → pro in 2025 👇","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,51],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672356382400512","indices":[52,75],"media_key":"3_1989672356382400512","media_url_https":"https://pbs.twimg.com/media/G5y8d2WWYAAsimU.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":3,"y":1609,"h":117,"w":117},{"x":81,"y":1137,"h":243,"w":243}]},"medium":{"faces":[{"x":2,"y":943,"h":69,"w":69},{"x":47,"y":666,"h":142,"w":142}]},"small":{"faces":[{"x":1,"y":534,"h":39,"w":39},{"x":27,"y":377,"h":80,"w":80}]},"orig":{"faces":[{"x":8,"y":3316,"h":243,"w":243},{"x":168,"y":2344,"h":502,"w":502}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1902,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672356382400512"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672497990561793","indices":[52,75],"media_key":"3_1989672497990561793","media_url_https":"https://pbs.twimg.com/media/G5y8mF4XcAEVyCj.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":527,"y":789,"h":133,"w":133},{"x":845,"y":635,"h":157,"w":157}]},"medium":{"faces":[{"x":309,"y":462,"h":78,"w":78},{"x":495,"y":372,"h":92,"w":92}]},"small":{"faces":[{"x":175,"y":262,"h":44,"w":44},{"x":280,"y":211,"h":52,"w":52}]},"orig":{"faces":[{"x":1087,"y":1627,"h":276,"w":276},{"x":1742,"y":1310,"h":325,"w":325}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":215,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672497990561793"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672529871384576","indices":[52,75],"media_key":"3_1989672529871384576","media_url_https":"https://pbs.twimg.com/media/G5y8n8pWMAARGrI.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":893,"y":1257,"h":121,"w":121}]},"medium":{"faces":[{"x":523,"y":736,"h":71,"w":71}]},"small":{"faces":[{"x":296,"y":417,"h":40,"w":40}]},"orig":{"faces":[{"x":1841,"y":2591,"h":251,"w":251}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672529871384576"}}},{"display_url":"pic.x.com/W6CzNEDqij","expanded_url":"https://x.com/yourclouddude/status/1989672701783355829/photo/1","id_str":"1989672669675991041","indices":[52,75],"media_key":"3_1989672669675991041","media_url_https":"https://pbs.twimg.com/media/G5y8wFdXMAE-HRR.jpg","type":"photo","url":"https://t.co/W6CzNEDqij","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":2113,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":1265,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1989672669675991041"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1989672701783355829","view_count":3514,"bookmark_count":76,"created_at":1763209913000,"favorite_count":104,"quote_count":0,"reply_count":2,"retweet_count":16,"user_id_str":"1896591753064685568","conversation_id_str":"1989672701783355829","full_text":"POV: You finally got AWS Certified in just 1 month. https://t.co/W6CzNEDqij","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-17","value":61511,"startTime":1763251200000,"endTime":1763337600000,"tweets":[{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989906635641233566","view_count":18068,"bookmark_count":376,"created_at":1763265687000,"favorite_count":363,"quote_count":0,"reply_count":8,"retweet_count":50,"user_id_str":"1896591753064685568","conversation_id_str":"1989906635641233566","full_text":"☁️ AWS Projects Roadmap → Beginner to Architect\n\n1️⃣ AWS Basics\nEC2 • S3 • IAM • VPC • CloudWatch • AWS CLI\n\n2️⃣ Free-Tier Projects\n• S3 + CloudFront website\n• EC2 setup\n• IAM Roles & Policies\n\n3️⃣ Serverless Builds\n• Lambda functions\n• API Gateway APIs\n• DynamoDB tables\n\n4️⃣ Automation\n• CloudFormation stacks\n• Terraform basics\n• Auto-scaling setups\n\n5️⃣ Security + Monitoring\n• GuardDuty alerts\n• CloudTrail logs\n• Cost optimization\n\n6️⃣ Architect-Level Projects\n• Multi-tier web apps\n• Event-driven pipelines\n• Disaster recovery setup\n\n⚡ By this stage → You don’t just use AWS.\nYou build scalable cloud systems like a Solution Architect.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,266],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989967074739855422","view_count":15969,"bookmark_count":205,"created_at":1763280097000,"favorite_count":289,"quote_count":0,"reply_count":3,"retweet_count":36,"user_id_str":"1896591753064685568","conversation_id_str":"1989967074739855422","full_text":"AWS Services — Simplified Comparison ☁️\n\n🖥️ EC2 → Your own virtual machine\n⚙️ Lambda → Runs code without servers\n📦 S3 → Stores files and backups\n🗄️ RDS → Managed SQL databases\n🧠 DynamoDB → NoSQL, super fast\n🧩 ECS → Runs and manages containers\n🌐 CloudFront → Delivers content globally\n🛡️ IAM → Controls who can access what\n\nDifferent tools — one mission:\nRun apps faster, safer, cheaper. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990011351104926038","view_count":19130,"bookmark_count":318,"created_at":1763290653000,"favorite_count":335,"quote_count":0,"reply_count":15,"retweet_count":35,"user_id_str":"1896591753064685568","conversation_id_str":"1990011351104926038","full_text":"AWS Projects that instantly level you up: \n• URL Shortener \n• Serverless Image Converter \n• Cost Monitor Bot \n• Auto Backup System \n• Static Website \n• Real-Time Alerts \n• CI/CD Pipeline \nIf you’re not building these… you’re falling behind.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990133330814079095","view_count":5968,"bookmark_count":110,"created_at":1763319735000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":17,"user_id_str":"1896591753064685568","conversation_id_str":"1990133330814079095","full_text":"Don’t overthink it.\n• Start with Cloud Practitioner → foundations\n• Move to Solutions Architect → real architectures\n• Learn core services: EC2, S3, IAM, VPC, Lambda\n• Practice with hands-on labs, not PDFs\n• Use exam question patterns → scenario thinking\n• Review whitepapers only for key sections\n• Build 2–3 small AWS projects alongside prep\n\nAWS certs aren’t about memorizing.\nThey’re about understanding how the cloud works. ☁️🔥","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,246],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990080042865402039","view_count":1228,"bookmark_count":21,"created_at":1763307030000,"favorite_count":40,"quote_count":1,"reply_count":3,"retweet_count":6,"user_id_str":"1896591753064685568","conversation_id_str":"1990080042865402039","full_text":"AWS Networking — In 5 Seconds 🌐⚡\n\n• VPC → your private cloud\n• Subnets → divide your network\n• Route Tables → control traffic flow\n• Security Groups → allow trusted access\n• NAT + IGW → internet in/out\n\n📌 Understand this → everything else clicks.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034740783497216","indices":[57,80],"media_key":"3_1990034740783497216","media_url_https":"https://pbs.twimg.com/media/G54GDZcWQAA8Yvn.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":383,"y":1617,"h":243,"w":243},{"x":1193,"y":1621,"h":233,"w":233},{"x":775,"y":1613,"h":255,"w":255}]},"medium":{"faces":[{"x":224,"y":948,"h":142,"w":142},{"x":699,"y":950,"h":137,"w":137},{"x":454,"y":945,"h":149,"w":149}]},"small":{"faces":[{"x":127,"y":537,"h":80,"w":80},{"x":396,"y":538,"h":77,"w":77},{"x":257,"y":535,"h":84,"w":84}]},"orig":{"faces":[{"x":791,"y":3333,"h":502,"w":502},{"x":2459,"y":3341,"h":482,"w":482},{"x":1598,"y":3324,"h":527,"w":527}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":426,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034740783497216"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034883398213632","indices":[57,80],"media_key":"3_1990034883398213632","media_url_https":"https://pbs.twimg.com/media/G54GLsuWIAA7EP6.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":1691,"w":3375,"h":1890},{"x":0,"y":844,"w":3375,"h":3375},{"x":0,"y":371,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034883398213632"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990034916587745280","indices":[57,80],"media_key":"3_1990034916587745280","media_url_https":"https://pbs.twimg.com/media/G54GNoXWMAAlwt3.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990034916587745280"}}},{"display_url":"pic.x.com/Ll1qFoPjnf","expanded_url":"https://x.com/yourclouddude/status/1990035086176145882/photo/1","id_str":"1990035055738060800","indices":[57,80],"media_key":"3_1990035055738060800","media_url_https":"https://pbs.twimg.com/media/G54GVuvXgAARqtb.jpg","type":"photo","url":"https://t.co/Ll1qFoPjnf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":779,"y":1091,"h":187,"w":187}]},"medium":{"faces":[{"x":456,"y":639,"h":110,"w":110}]},"small":{"faces":[{"x":258,"y":362,"h":62,"w":62}]},"orig":{"faces":[{"x":1606,"y":2249,"h":387,"w":387}]}},"sizes":{"large":{"h":2048,"w":1638,"resize":"fit"},"medium":{"h":1200,"w":960,"resize":"fit"},"small":{"h":680,"w":544,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":4219,"width":3375,"focus_rects":[{"x":0,"y":0,"w":3375,"h":1890},{"x":0,"y":0,"w":3375,"h":3375},{"x":0,"y":0,"w":3375,"h":3848},{"x":0,"y":0,"w":2110,"h":4219},{"x":0,"y":0,"w":3375,"h":4219}]},"media_results":{"result":{"media_key":"3_1990035055738060800"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1990035086176145882","view_count":1148,"bookmark_count":18,"created_at":1763296312000,"favorite_count":12,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"1896591753064685568","conversation_id_str":"1990035086176145882","full_text":"Got interview-ready Python skills in weeks — not months. https://t.co/Ll1qFoPjnf","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-18","value":2558,"startTime":1763337600000,"endTime":1763424000000,"tweets":[{"bookmarked":false,"display_text_range":[0,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990365391441330667","view_count":435,"bookmark_count":0,"created_at":1763375063000,"favorite_count":6,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"1896591753064685568","conversation_id_str":"1990365391441330667","full_text":"I’m curious… 👀\nIf you could master just one tech skill in 2025, what would it be — and why?\n\nNo wrong answers.\nI actually want to hear what everyone’s learning right now. 👇\nDrop your answer in the replies — I’m reading all of them. ⚡","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990420102693663095","view_count":484,"bookmark_count":4,"created_at":1763388107000,"favorite_count":16,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"1896591753064685568","conversation_id_str":"1990420102693663095","full_text":"Stop thinking. Start building AWS.\n\n• Real screenshots\n• Real actions\n• Real console comfort\n• Real service understanding\n• Real decision-making confidence\n• Real stories that sound like experience\n• Real cloud projects that prove you can build, scale & troubleshoot systems","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1990495778964443319","view_count":1639,"bookmark_count":34,"created_at":1763406149000,"favorite_count":45,"quote_count":0,"reply_count":2,"retweet_count":9,"user_id_str":"1896591753064685568","conversation_id_str":"1990495778964443319","full_text":"☁️ AWS: Zero → Hero\n\nHere’s the shortest roadmap that actually works 👇\n\n1️⃣ Basics → cloud, regions, pricing\n2️⃣ Core services → EC2, S3, IAM, VPC\n3️⃣ Hands-on projects → website, Lambda, S3\n4️⃣ Monitoring → CloudWatch, CloudTrail\n5️⃣ Networking → subnets, LB, Route53\n6️⃣ Cert path → CLF → SAA\n7️⃣ Architectures → scalable + secure\n8️⃣ Portfolio → real AWS builds\n\nNo overwhelm.\nJust clarity + projects.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-19","value":0,"startTime":1763424000000,"endTime":1763510400000,"tweets":[]},{"label":"2025-11-20","value":0,"startTime":1763510400000,"endTime":1763596800000,"tweets":[]}]},"interactions":{"users":[{"created_at":1737982590000,"uid":"1883861571929264129","id":"1883861571929264129","screen_name":"Loop_and_lift","name":"Siya","friends_count":4696,"followers_count":16319,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1965629450223230976/d3Gbb9wd_normal.jpg","description":"Just A human typing keys to build something ... Open for paid work & collabs","entities":{"description":{"urls":[]}},"interactions":1,"following":true,"followed_by":true}],"period":14,"start":1762346606117,"end":1763556206117}}},"settings":{},"session":null,"routeProps":{"/creators/:username":{}}}

Get live statistics and analysis of yourclouddude's profile on X / Twitter

The Creator

Top tweets of yourclouddude

Most engaged tweets of yourclouddude

People with Creator archetype

Explore Related Archetypes

Browse All Archetypes

Supercharge your 𝕏 game,Grow with SuperX!

Free X/Twitter Tools

Supercharge your 𝕏 game,
Grow with SuperX!