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Bitcoin, Materials Science PhD ⚡️ Analytics, tools, and guides ⚡️ Bitcoin Data Lounge Host

624 following28k followers

The Analyst

Sminston With 👁 dives deep into Bitcoin retirement planning using data-driven models and clear visual guides. A Materials Science PhD turned Bitcoin Data Lounge Host, they expertly translate complex analytics into accessible insights. If you want to know exactly how much BTC you need to retire comfortably by country and age, Sminston’s your go-to guru.

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Top users who interacted with Sminston With 👁 over the last 14 days

@BitcoinNewsCom

Daily News on #Bitcoin and the #LightningNetwork • Read Our Latest Article 📖 bitcoinnews.com

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@apsk32

Engineer. Bitcoin, data viz., space, art

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@nztester

Team ₿ for the revolution. Not NGU.

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@BittelJulien

Head of Macro Research at Global Macro Investor Globalmacroinvestor.com | Head of Asset Allocation at EXPAAM Expaam.com | My opinions only DYOR

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@Devin_Downing

All Fiat are melting ice cubes 🧊 | ⚡️#Bitcoin is the escape from perpetual central bank credit expansion 🟠 | Data Viz & Research 📊 | Model Builder | Author

1 interactions
1 interactions
@lilbruv8

Wall St. Marketing Services CEO. Bitcoin is a fulcrum on which the world is turning. Hodler.

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@brunbitty

🎙️Host of Vibe Samurai - Vibe Sesh (Thurs 8 PM EST) | Scaling presence in a noisy world | Bitcoin | Firekeeper🔥 | Supercommunicator🪡🥷🏻 🇺🇸🇧🇷🇰🇷

1 interactions

You analyze Bitcoin retirement like a scientist studying chemical reactions—no surprise you’re the King of 'charts and graphs,' but remember, not everyone follows your equation for excitement when they just want a good meme and a laugh!

Created a fully updated Bitcoin Retirement Guide using a conservative 5th quantile price model, making the data-backed tool one of the most reliable and widely shared resources for the crypto community.

To empower individuals worldwide with precise, research-backed Bitcoin retirement strategies that help them plan financial freedom confidently and realistically.

Data and rigorous analysis are the keys to demystifying cryptocurrency investment; transparency and education enable smarter financial decisions across diverse populations.

Exceptional ability to synthesize complex data into user-friendly visuals and comprehensive guides, coupled with a methodical approach grounded in solid statistical modeling.

Highly analytical focus may sometimes limit emotional connection or storytelling flair, potentially making engagement less personal or relatable for some audiences.

To grow on X, Sminston should blend their deep data expertise with more storytelling moments—sharing personal Bitcoin stacking journeys or user success stories to humanize their brand while continuing to deliver insightful threads and interactive tools.

Sminston uses the 5th percentile power regression model to ensure retirement plans accommodate market volatility, aiming to reduce the need to adjust spending more than once every 20 years.

Top tweets of Sminston With 👁

Smitty's Bitcoin Retirement Guide: e-Book Edition 📙 *Only here on X* The wait is finally over - you're going to want to bookmark this. - - - 🧵Thread👇 Without detailing the exact instructions on how to use the guide, this time around, I will explain the important changes - and from there, please engage, share, and enjoy! 1) Updated Model: This is a critical solution, and I'll explain why. Rather than using the median (50th quantile) power regression model, as was used in previous versions, Smitty's e-Book uses the 5th quantile. Why? Statistically, theoretically, this ensures that 95% of the time the desired annual withdrawal rate (living/spending costs) will not need to be down-adjusted due to volatility - because by definition, only 5% of the price falls below this 'support' line (see my other models). Therefore, you should only expect to need to down-adjust roughly once in 20 years. This makes this e-Book version more conservative, while maintaining realism and (clearly) attainability of stacking targets (see the various pages). 2) e-Book Format: I'm only posting these to X for now; but since in the past there has been so much positive engagement, I wanted to keep the overall 'brand' while enhancing the stylings so that it feels like an easy mini reader for folks comparing spending/stacking scenarios for retirement. It is also high DPI, now with nice borders, headers/footers and even page numbers. Feel free to print out and make a physical copy, or choose your favorite scenario, laminate and post on the wall. 3) Table addition: I've been meaning to include this change for a while. Not all of us are graphic/visually inclined, and indeed many of us are table/spreadsheet inclined. Therefore, below the graphs, I added easy-to-read look-up tables which exactly map to the Retirement Years and Current Age from the graphs, along with exact color-matching according to Current Age. No more needing to follow lines and line intersections; should also help for the visually impaired. - - - As always, the key assumptions in the guide to remember: 1*Assumed 7% annual inflation rate going forward (not easy to predict but historical expansion has been pretty close to this). 2*Taxes not accounted for - tax policy is too variable and too liable to change in any given year - please do your own homework for your own situation. 3*You're living to 100 (or at least planning your conservative BTC spend-down plan out to that age). - - - So, as always, flip through the replies in this thread, and enjoy the new tool! "Helping you develop a better Bitcoin stacking target for life planning." - Sminston With #notfinancialadvice

288k

Both online and IRL, the question I continue to hear the most is "How much Bitcoin should I get?" I've spent some time putting a visual guide together that has helped some people close to me set stacking targets based on when they expect to retire. I hope this can also be helpful to you or the people you care about. - - - How it works: 1) Decide the age at which you would hypothetically retire—the point at which you could live off it for the rest of your life if necessary (not that you'd actually want to sell it). There are groups of lines that represent retirement ages 35, 45, 55, 65 and 75 for simplicity. 2) Determine (in 2025 dollars) the annual expenses you expect to live on starting in your year of retirement (these are denoted by the different colors dark grey --> Bitcoin orange, $50,000/yr --> $300,000/yr) 3) Find your current age on the x-axis 4) Find where the line colored according to your expected annual living cost, within the Retire@ line group of your retirement age target, intersects with the line of your current age The Bitcoin Needed Today (BTC) that corresponds with that point (see y-axis) is the minimum amount you should target. If the several groups of lines are too difficult to navigate, look below in this thread's replies to see the isolated Retire@ cases by age (35, 45, 55, 65, 75). Assumptions: 1) Future BTC price is projected by 50th percentile power law model. 2) Everyone dies at age 100. 3) Money supply (USD) grows at constant rate of 7%CAGR - meaning, whichever colored line you choose accounts for this 7% inflation from today to your retirement year, and beyond (ex: if you choose $100,000/year, in 2035 that would be about $196,715 - the model accounts for this). 4) The Bitcoin Needed Today amounts represent the minimum amount to prevent your BTC stack from hitting zero by age 100 - this is meant to be a minimum target, and therefore the individual should determine how much additional buffer BTC they should target. 5) Assumes a 'constant withdrawal rate in real 2025 USD terms', meaning the only increase year-year is to offset assumed 7% inflation. 6) Assumes no taxes will exist on withdrawals. Disclaimers: *this is NOT financial advice **this is NOT a suggestion that you should sell your Bitcoin

218k

Sminston's Bitcoin Retirement Guide (Part Deux): Retirement Year Again helping to answer the question of "How much Bitcoin should I get?" A thread 🧵👇 . . . Instructions to use this version: 1) Find the chart in the replies (below) that corresponds to your expected annual living cost (in 2025 dollars) (e.g. $50k/year, $150k/year, etc.). 2) Find the year you expect to retire on the x-axis. 3) Find the colored, curved line (legend for reference) that corresponds to your *Current Age* (if it doesn't have your exact age, find the two closest to your current age and imagine a curved line drawn between them). 3) Trace up the vertical line from your retirement year to a colored line (if the colors don't help, just count the lines - there are only 8 of them). 4) Find where the vertical line of your retirement year meets your Current Age line - then trace this to the y-axis value they meet at. This y-axis value is your "Bitcoin Needed (BTC)" to retire that year. Whether you obtain that Bitcoin today, or in the future, by that date you need that amount of Bitcoin. . . . Assumptions are the same as the last Bitcoin Retirement Guide post: 1) Future BTC price is projected by 50th percentile regression power law model. 2) Everyone dies at age 100. 3) Money supply (USD) grows at constant rate of 7%CAGR - meaning, whichever colored line you choose accounts for this 7% inflation from today to your retirement year, and beyond (ex: if you choose $100,000/year, in 2035 that would be about $196,715 - the model accounts for this). 4) The Bitcoin Needed Today amounts represent the minimum amount to prevent your BTC stack from hitting zero by age 100 - this is meant to be a minimum target, and therefore the individual should determine how much additional buffer BTC they should target. 5) Assumes a 'constant withdrawal rate in real 2025 USD terms', meaning the only increase year-year is to offset assumed 7% inflation. 6) Assumes no taxes will exist on withdrawals. Disclaimers: *this is NOT financial advice **this is NOT a suggestion that you should sell your Bitcoin . . . $50,000/ year:

208k

I bring you: The Bitcoin Decay Channel™ . . . 1/ There are a number of #Bitcoin price guides both inside and outside the X sphere; oscillators/indexes for short-term trading, and projections for longer-term planning. The Decay Channel is the latter but is the basis for an index that I will follow up with soon. The problem is, it is very difficult to find projections that are tracking the true, observed bounds of the price channel so far (the cycle tops and the bottoms), and often the methods used, I think, lead to some amount of wishful thinking towards the top end. You may hear about the ‘exponential decay’ of the price bubbles, but there has not been a ‘roadmap’ in the form of a channel that clearly and explicitly shows this and projects it out. I believe this is the best way to set realistic expectations for the years and cycles to come. The recipe for the Decay Channel is simple: It uses a solid support line for the bottom of the channel, generated by fitting the #powerlaw we all know and love. The channel upper bound is generated by fitting a simple exponential model to the top data residuals using regression; this creates the ‘decaying’ trend of the upper channel that you see, where it actually converges into and intersects with the power law support line. [Note: in the plots, showing support line as derived with .01, .03, .05 quantile regression for comparison]

113k

Most engaged tweets of Sminston With 👁

Smitty's Bitcoin Retirement Guide: e-Book Edition 📙 *Only here on X* The wait is finally over - you're going to want to bookmark this. - - - 🧵Thread👇 Without detailing the exact instructions on how to use the guide, this time around, I will explain the important changes - and from there, please engage, share, and enjoy! 1) Updated Model: This is a critical solution, and I'll explain why. Rather than using the median (50th quantile) power regression model, as was used in previous versions, Smitty's e-Book uses the 5th quantile. Why? Statistically, theoretically, this ensures that 95% of the time the desired annual withdrawal rate (living/spending costs) will not need to be down-adjusted due to volatility - because by definition, only 5% of the price falls below this 'support' line (see my other models). Therefore, you should only expect to need to down-adjust roughly once in 20 years. This makes this e-Book version more conservative, while maintaining realism and (clearly) attainability of stacking targets (see the various pages). 2) e-Book Format: I'm only posting these to X for now; but since in the past there has been so much positive engagement, I wanted to keep the overall 'brand' while enhancing the stylings so that it feels like an easy mini reader for folks comparing spending/stacking scenarios for retirement. It is also high DPI, now with nice borders, headers/footers and even page numbers. Feel free to print out and make a physical copy, or choose your favorite scenario, laminate and post on the wall. 3) Table addition: I've been meaning to include this change for a while. Not all of us are graphic/visually inclined, and indeed many of us are table/spreadsheet inclined. Therefore, below the graphs, I added easy-to-read look-up tables which exactly map to the Retirement Years and Current Age from the graphs, along with exact color-matching according to Current Age. No more needing to follow lines and line intersections; should also help for the visually impaired. - - - As always, the key assumptions in the guide to remember: 1*Assumed 7% annual inflation rate going forward (not easy to predict but historical expansion has been pretty close to this). 2*Taxes not accounted for - tax policy is too variable and too liable to change in any given year - please do your own homework for your own situation. 3*You're living to 100 (or at least planning your conservative BTC spend-down plan out to that age). - - - So, as always, flip through the replies in this thread, and enjoy the new tool! "Helping you develop a better Bitcoin stacking target for life planning." - Sminston With #notfinancialadvice

288k

Both online and IRL, the question I continue to hear the most is "How much Bitcoin should I get?" I've spent some time putting a visual guide together that has helped some people close to me set stacking targets based on when they expect to retire. I hope this can also be helpful to you or the people you care about. - - - How it works: 1) Decide the age at which you would hypothetically retire—the point at which you could live off it for the rest of your life if necessary (not that you'd actually want to sell it). There are groups of lines that represent retirement ages 35, 45, 55, 65 and 75 for simplicity. 2) Determine (in 2025 dollars) the annual expenses you expect to live on starting in your year of retirement (these are denoted by the different colors dark grey --> Bitcoin orange, $50,000/yr --> $300,000/yr) 3) Find your current age on the x-axis 4) Find where the line colored according to your expected annual living cost, within the Retire@ line group of your retirement age target, intersects with the line of your current age The Bitcoin Needed Today (BTC) that corresponds with that point (see y-axis) is the minimum amount you should target. If the several groups of lines are too difficult to navigate, look below in this thread's replies to see the isolated Retire@ cases by age (35, 45, 55, 65, 75). Assumptions: 1) Future BTC price is projected by 50th percentile power law model. 2) Everyone dies at age 100. 3) Money supply (USD) grows at constant rate of 7%CAGR - meaning, whichever colored line you choose accounts for this 7% inflation from today to your retirement year, and beyond (ex: if you choose $100,000/year, in 2035 that would be about $196,715 - the model accounts for this). 4) The Bitcoin Needed Today amounts represent the minimum amount to prevent your BTC stack from hitting zero by age 100 - this is meant to be a minimum target, and therefore the individual should determine how much additional buffer BTC they should target. 5) Assumes a 'constant withdrawal rate in real 2025 USD terms', meaning the only increase year-year is to offset assumed 7% inflation. 6) Assumes no taxes will exist on withdrawals. Disclaimers: *this is NOT financial advice **this is NOT a suggestion that you should sell your Bitcoin

218k

Sminston's Bitcoin Retirement Guide (Part Deux): Retirement Year Again helping to answer the question of "How much Bitcoin should I get?" A thread 🧵👇 . . . Instructions to use this version: 1) Find the chart in the replies (below) that corresponds to your expected annual living cost (in 2025 dollars) (e.g. $50k/year, $150k/year, etc.). 2) Find the year you expect to retire on the x-axis. 3) Find the colored, curved line (legend for reference) that corresponds to your *Current Age* (if it doesn't have your exact age, find the two closest to your current age and imagine a curved line drawn between them). 3) Trace up the vertical line from your retirement year to a colored line (if the colors don't help, just count the lines - there are only 8 of them). 4) Find where the vertical line of your retirement year meets your Current Age line - then trace this to the y-axis value they meet at. This y-axis value is your "Bitcoin Needed (BTC)" to retire that year. Whether you obtain that Bitcoin today, or in the future, by that date you need that amount of Bitcoin. . . . Assumptions are the same as the last Bitcoin Retirement Guide post: 1) Future BTC price is projected by 50th percentile regression power law model. 2) Everyone dies at age 100. 3) Money supply (USD) grows at constant rate of 7%CAGR - meaning, whichever colored line you choose accounts for this 7% inflation from today to your retirement year, and beyond (ex: if you choose $100,000/year, in 2035 that would be about $196,715 - the model accounts for this). 4) The Bitcoin Needed Today amounts represent the minimum amount to prevent your BTC stack from hitting zero by age 100 - this is meant to be a minimum target, and therefore the individual should determine how much additional buffer BTC they should target. 5) Assumes a 'constant withdrawal rate in real 2025 USD terms', meaning the only increase year-year is to offset assumed 7% inflation. 6) Assumes no taxes will exist on withdrawals. Disclaimers: *this is NOT financial advice **this is NOT a suggestion that you should sell your Bitcoin . . . $50,000/ year:

208k

I bring you: The Bitcoin Decay Channel™ . . . 1/ There are a number of #Bitcoin price guides both inside and outside the X sphere; oscillators/indexes for short-term trading, and projections for longer-term planning. The Decay Channel is the latter but is the basis for an index that I will follow up with soon. The problem is, it is very difficult to find projections that are tracking the true, observed bounds of the price channel so far (the cycle tops and the bottoms), and often the methods used, I think, lead to some amount of wishful thinking towards the top end. You may hear about the ‘exponential decay’ of the price bubbles, but there has not been a ‘roadmap’ in the form of a channel that clearly and explicitly shows this and projects it out. I believe this is the best way to set realistic expectations for the years and cycles to come. The recipe for the Decay Channel is simple: It uses a solid support line for the bottom of the channel, generated by fitting the #powerlaw we all know and love. The channel upper bound is generated by fitting a simple exponential model to the top data residuals using regression; this creates the ‘decaying’ trend of the upper channel that you see, where it actually converges into and intersects with the power law support line. [Note: in the plots, showing support line as derived with .01, .03, .05 quantile regression for comparison]

113k

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