[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @SalubriousHODL SALUBRIOUS HODL ☀️ SALUBRIOUS HODL ☀️ posts on X about has been, $btc, influencers, bitcoin the most. They currently have XXX followers and XX posts still getting attention that total XXXXX engagements in the last XX hours. ### Engagements: XXXXX [#](/creator/twitter::1610348129920126981/interactions)  - X Months XXXXXX +457% - X Year XXXXXX -XX% ### Mentions: XX [#](/creator/twitter::1610348129920126981/posts_active)  ### Followers: XXX [#](/creator/twitter::1610348129920126981/followers)  - X Months XXX +54% - X Year XXX +119% ### CreatorRank: XXXXXXXXX [#](/creator/twitter::1610348129920126981/influencer_rank)  ### Social Influence [#](/creator/twitter::1610348129920126981/influence) --- **Social category influence** [cryptocurrencies](/list/cryptocurrencies) XXXXX% [finance](/list/finance) XXXX% **Social topic influence** [has been](/topic/has-been) 19.05%, [$btc](/topic/$btc) #2522, [influencers](/topic/influencers) 4.76%, [bitcoin](/topic/bitcoin) 4.76%, [jan](/topic/jan) 4.76%, [make a](/topic/make-a) 4.76%, [prediction](/topic/prediction) 4.76%, [$37m](/topic/$37m) 4.76%, [$159k](/topic/$159k) 4.76%, [scaling](/topic/scaling) XXXX% **Top accounts mentioned or mentioned by** [@giovann35084111](/creator/undefined) [@therealplanc](/creator/undefined) [@snzbtc](/creator/undefined) [@manu08514934](/creator/undefined) [@brasileiroloko1](/creator/undefined) [@apsk32](/creator/undefined) [@1basemoney](/creator/undefined) [@jdk050507](/creator/undefined) [@hardmoneyhodl](/creator/undefined) [@joshmandell6](/creator/undefined) [@alpacaaurelius](/creator/undefined) [@zerohedge](/creator/undefined) [@sminstonwith](/creator/undefined) [@moneyordebt](/creator/undefined) [@btcgoldchart](/creator/undefined) **Top assets mentioned** [Bitcoin (BTC)](/topic/$btc) ### Top Social Posts [#](/creator/twitter::1610348129920126981/posts) --- Top posts by engagements in the last XX hours "@TheRealPlanC @Snz_BTC Meanwhile while the influencers are arguing for credit over who draws the best straight lines the model that supersedes the power law was discovered:" [X Link](https://x.com/SalubriousHODL/status/1979559802843144425) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-18T14:46Z XXX followers, XXX engagements "I didn't want to do this but since there seems to be gatekeeping around any statistical models that challenge the straight line of the power law I will show you all that I already made this quantile model (with significantly less code) but after my own research and diligence have replaced this model with the Harmonic Oscillator as it is clearly the superior model because it doesn't assume the governing force is a static growth constant. Look familiar The regression output for each quantile. It's a decent model that served me well but once you replace the reliance on that simple straight line" [X Link](https://x.com/SalubriousHODL/status/1978536247686824065) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-15T18:59Z XXX followers, 8471 engagements "@Giovann35084111 @brasileiroloko1 @TheRealPlanC @Snz_BTC Let's put claims of superiority aside. You need to address how this model is able to have a stable slope years before the power law and why the periodicity coefficient is always stable. Otherwise acknowledge that I might be onto something" [X Link](https://x.com/SalubriousHODL/status/1980480240637120633) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T03:44Z XXX followers, XX engagements "Model Evaluation of the Power Law vs Harmonic Oscillator The below table was put together by running the PL regression for every single day starting with Jan X 2012 (so Genesis-Jan X Genesis-Jan X etc.) and then using the output parameters for each day to make a prediction for every day from Jan X 2012 to Dec XX 2029. So basically we have 5406 unique regression outputs which are each used to make 6941 predictions giving us a total of over 37M data points. These values are averaged to result in a single average yearly price prediction for each year of the models history. The color scale" [X Link](https://x.com/SalubriousHODL/status/1980354120025604239) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-20T19:23Z XXX followers, 1100 engagements "Since @Giovann35084111 apparently doesn't know how to read tables no the model is not overfit. The Power Law for 2012 predicted the average price in 2025 to be $3.7M. My model for 2012 predicted the average price in 2025 to be $159K. Which of those X predictions seems overfit to the sample data If it were overfit it would always succeed as an explainer of the past but fail as a predictor of the future. The tables literally show that if any of the X models suffers from being decent at the past but poor at the future it's the Power Law" [X Link](https://x.com/SalubriousHODL/status/1980494997381345625) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T04:42Z XXX followers, XXX engagements "Not sure if this has been discovered before but I thought I'd share an interesting pattern (confirmed by statistics) I found regarding $BTC growth over time. The price over time can be modeled as a harmonic oscillator with discrete scale invariance. This can be seen by observing the same pattern repeated in each of the boxes visualized below. Since the scaling remains the same in each oscillation the scaling through time can be superimposed into a single view showing each full oscillation. The ceiling price which historically marks a 4-year cycle top can also be drawn using a power law." [X Link](https://x.com/SalubriousHODL/status/1978182876421390512) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-14T19:35Z XXX followers, 26.3K engagements "@TheRealPlanC A little too bearish I think because it's overfit based on where we are in current harmonic oscillation. $1M is on the table before even the next halving:" [X Link](https://x.com/SalubriousHODL/status/1978454394753491437) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-15T13:34Z XXX followers, 17.6K engagements "My model is statistics combined with physics. Study harmonic motion and you will understand how to improve the accuracy of your model. All lines are drawn with the weakest R2 being 97.4%. It's honestly the best historical model but we will see which is better at predicting the future" [X Link](https://x.com/SalubriousHODL/status/1978466348901749224) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-15T14:21Z XXX followers, 1430 engagements "@Manu08514934 @TheRealPlanC @Snz_BTC Not November but Q2 next year. $450k would be perfectly in alignment with my model but would certainly invalidate the quantile model which has a max price of $280k for X months from now" [X Link](https://x.com/SalubriousHODL/status/1979713851391418572) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-19T00:58Z XXX followers, XX engagements "@Manu08514934 @TheRealPlanC @Snz_BTC Lol no that's still only $140k. I added his XXXX quantile to this chart to give you an idea of how different the models will become. My model topping in Q2 invalidates his model but by 2028 even the average price of my model exceeds his upper bound" [X Link](https://x.com/SalubriousHODL/status/1979782365506670995) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-19T05:31Z XXX followers, XX engagements "I will share the how-to eventually. For now though I have nothing to gain by giving this away freely to accounts that are 50x bigger than mine. These guys are dedicated full-time to this. I have a day job and a baby which consume most of my attention. A well-intentioned modeler cannot ignore the results of this evaluation. I proved it's not only the best model at describing the past but has consistently been the best at predicting the future as well. No selectively picking date ranges or other nonsense that gets posted to +100k views it works for the entire history. A modeler focused on" [X Link](https://x.com/SalubriousHODL/status/1980417723084808319) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-20T23:35Z XXX followers, XX engagements "@brasileiroloko1 @TheRealPlanC @Giovann35084111 @Snz_BTC I already know most of them are charlatans. That's why nothing truly original has been released in years and there's been nothing posted I couldn't recreate myself in an afternoon just by looking at the image. X innovation in this space until now" [X Link](https://x.com/SalubriousHODL/status/1980437021555585404) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T00:52Z XXX followers, XXX engagements "@Giovann35084111 @TheRealPlanC @Snz_BTC Did you even read it Address the side-by-side model evaluation. I give you credit where it's due but this is a profound discovery of log-periodicity of X which is not your network theory" [X Link](https://x.com/SalubriousHODL/status/1980475904674656343) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T03:27Z XXX followers, XX engagements "@Giovann35084111 @HardMoneyHodl @TheRealPlanC @Snz_BTC @moneyordebt He didn't read it. His default strategy is to claim ownership of everything" [X Link](https://x.com/SalubriousHODL/status/1980484892669669838) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T04:02Z XXX followers, XX engagements "@Giovann35084111 @TheRealPlanC @Snz_BTC No you clown. The X is derived from Genesis-2012 and stable from there. The 2011 top was enough to establish periodicity of X. Again with the inability to read" [X Link](https://x.com/SalubriousHODL/status/1980506746029498679) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T05:29Z XXX followers, XX engagements "@Giovann35084111 @TheRealPlanC @Snz_BTC "Even if you're right and I'm wrong it doesn't count." Whatever helps you cope. You're basically speed running the stages of grief 🤣" [X Link](https://x.com/SalubriousHODL/status/1980522619058417712) [@SalubriousHODL](/creator/x/SalubriousHODL) 2025-10-21T06:32Z XXX followers, XX engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
SALUBRIOUS HODL ☀️ posts on X about has been, $btc, influencers, bitcoin the most. They currently have XXX followers and XX posts still getting attention that total XXXXX engagements in the last XX hours.
Social category influence cryptocurrencies XXXXX% finance XXXX%
Social topic influence has been 19.05%, $btc #2522, influencers 4.76%, bitcoin 4.76%, jan 4.76%, make a 4.76%, prediction 4.76%, $37m 4.76%, $159k 4.76%, scaling XXXX%
Top accounts mentioned or mentioned by @giovann35084111 @therealplanc @snzbtc @manu08514934 @brasileiroloko1 @apsk32 @1basemoney @jdk050507 @hardmoneyhodl @joshmandell6 @alpacaaurelius @zerohedge @sminstonwith @moneyordebt @btcgoldchart
Top assets mentioned Bitcoin (BTC)
Top posts by engagements in the last XX hours
"@TheRealPlanC @Snz_BTC Meanwhile while the influencers are arguing for credit over who draws the best straight lines the model that supersedes the power law was discovered:"
X Link @SalubriousHODL 2025-10-18T14:46Z XXX followers, XXX engagements
"I didn't want to do this but since there seems to be gatekeeping around any statistical models that challenge the straight line of the power law I will show you all that I already made this quantile model (with significantly less code) but after my own research and diligence have replaced this model with the Harmonic Oscillator as it is clearly the superior model because it doesn't assume the governing force is a static growth constant. Look familiar The regression output for each quantile. It's a decent model that served me well but once you replace the reliance on that simple straight line"
X Link @SalubriousHODL 2025-10-15T18:59Z XXX followers, 8471 engagements
"@Giovann35084111 @brasileiroloko1 @TheRealPlanC @Snz_BTC Let's put claims of superiority aside. You need to address how this model is able to have a stable slope years before the power law and why the periodicity coefficient is always stable. Otherwise acknowledge that I might be onto something"
X Link @SalubriousHODL 2025-10-21T03:44Z XXX followers, XX engagements
"Model Evaluation of the Power Law vs Harmonic Oscillator The below table was put together by running the PL regression for every single day starting with Jan X 2012 (so Genesis-Jan X Genesis-Jan X etc.) and then using the output parameters for each day to make a prediction for every day from Jan X 2012 to Dec XX 2029. So basically we have 5406 unique regression outputs which are each used to make 6941 predictions giving us a total of over 37M data points. These values are averaged to result in a single average yearly price prediction for each year of the models history. The color scale"
X Link @SalubriousHODL 2025-10-20T19:23Z XXX followers, 1100 engagements
"Since @Giovann35084111 apparently doesn't know how to read tables no the model is not overfit. The Power Law for 2012 predicted the average price in 2025 to be $3.7M. My model for 2012 predicted the average price in 2025 to be $159K. Which of those X predictions seems overfit to the sample data If it were overfit it would always succeed as an explainer of the past but fail as a predictor of the future. The tables literally show that if any of the X models suffers from being decent at the past but poor at the future it's the Power Law"
X Link @SalubriousHODL 2025-10-21T04:42Z XXX followers, XXX engagements
"Not sure if this has been discovered before but I thought I'd share an interesting pattern (confirmed by statistics) I found regarding $BTC growth over time. The price over time can be modeled as a harmonic oscillator with discrete scale invariance. This can be seen by observing the same pattern repeated in each of the boxes visualized below. Since the scaling remains the same in each oscillation the scaling through time can be superimposed into a single view showing each full oscillation. The ceiling price which historically marks a 4-year cycle top can also be drawn using a power law."
X Link @SalubriousHODL 2025-10-14T19:35Z XXX followers, 26.3K engagements
"@TheRealPlanC A little too bearish I think because it's overfit based on where we are in current harmonic oscillation. $1M is on the table before even the next halving:"
X Link @SalubriousHODL 2025-10-15T13:34Z XXX followers, 17.6K engagements
"My model is statistics combined with physics. Study harmonic motion and you will understand how to improve the accuracy of your model. All lines are drawn with the weakest R2 being 97.4%. It's honestly the best historical model but we will see which is better at predicting the future"
X Link @SalubriousHODL 2025-10-15T14:21Z XXX followers, 1430 engagements
"@Manu08514934 @TheRealPlanC @Snz_BTC Not November but Q2 next year. $450k would be perfectly in alignment with my model but would certainly invalidate the quantile model which has a max price of $280k for X months from now"
X Link @SalubriousHODL 2025-10-19T00:58Z XXX followers, XX engagements
"@Manu08514934 @TheRealPlanC @Snz_BTC Lol no that's still only $140k. I added his XXXX quantile to this chart to give you an idea of how different the models will become. My model topping in Q2 invalidates his model but by 2028 even the average price of my model exceeds his upper bound"
X Link @SalubriousHODL 2025-10-19T05:31Z XXX followers, XX engagements
"I will share the how-to eventually. For now though I have nothing to gain by giving this away freely to accounts that are 50x bigger than mine. These guys are dedicated full-time to this. I have a day job and a baby which consume most of my attention. A well-intentioned modeler cannot ignore the results of this evaluation. I proved it's not only the best model at describing the past but has consistently been the best at predicting the future as well. No selectively picking date ranges or other nonsense that gets posted to +100k views it works for the entire history. A modeler focused on"
X Link @SalubriousHODL 2025-10-20T23:35Z XXX followers, XX engagements
"@brasileiroloko1 @TheRealPlanC @Giovann35084111 @Snz_BTC I already know most of them are charlatans. That's why nothing truly original has been released in years and there's been nothing posted I couldn't recreate myself in an afternoon just by looking at the image. X innovation in this space until now"
X Link @SalubriousHODL 2025-10-21T00:52Z XXX followers, XXX engagements
"@Giovann35084111 @TheRealPlanC @Snz_BTC Did you even read it Address the side-by-side model evaluation. I give you credit where it's due but this is a profound discovery of log-periodicity of X which is not your network theory"
X Link @SalubriousHODL 2025-10-21T03:27Z XXX followers, XX engagements
"@Giovann35084111 @HardMoneyHodl @TheRealPlanC @Snz_BTC @moneyordebt He didn't read it. His default strategy is to claim ownership of everything"
X Link @SalubriousHODL 2025-10-21T04:02Z XXX followers, XX engagements
"@Giovann35084111 @TheRealPlanC @Snz_BTC No you clown. The X is derived from Genesis-2012 and stable from there. The 2011 top was enough to establish periodicity of X. Again with the inability to read"
X Link @SalubriousHODL 2025-10-21T05:29Z XXX followers, XX engagements
"@Giovann35084111 @TheRealPlanC @Snz_BTC "Even if you're right and I'm wrong it doesn't count." Whatever helps you cope. You're basically speed running the stages of grief 🤣"
X Link @SalubriousHODL 2025-10-21T06:32Z XXX followers, XX engagements
/creator/twitter::SalubriousHODL