Dr. John Bush_Science of Fantasy Football

scienceoffantasyfootball.com/attention-coll… === VISION/MISSION: To Promote the Scientific Method within Fantasy Football: A) we have developed new methods of weekly player measurements that are being tested for success. B) we share our discoveries with the Fantasy Football world through written articles, verbal-based podcasts, and video visual lessons. C) we will demonstrate our brand philosophy of using scientific methodology in Fantasy Football by exploring and developing novel approaches. ==== Independent Researchers Empower independent researchers with our philosophy, statistical methods, and pattern detection examples. Useful for your research in FF Dependent Researchers Unpaid Internships for training and skill acquisition using and building upon our research. For semi-skilled persons planning to move up the FF ladder. Short term only Media Analyst Coaching Presentation skill upgrades using our SCIOFF methods as examples SCIOFF Team Members Join us as unpaid apprentice researchers and be trained as part of our SCIOFF team to earn your piece of our journey. For persons expecting a longer-term interaction Affiliation with your group. We join you and bring aspects of SCIOFF to your current group. === @DmicMedia @Prof_Fantasy1 @sci_ff #FantasyFootballleague #FantasyFootballAdvice #FantasyFootball #NFLTwitter #NFL #FFPC

This is an interesting way to utilize AI in Fantasy Football. Let it crunch the numbers for you but let a smart person analyze the results. It won’t answer all the questions but will show you areas that might need more research

GROK AI vs the Professor Articles === Get em hot and fresh! 4 links of 29 and growing! Hardest working Pair in the Bizness! :) === scienceoffantasyfootball.com/ai-vs-the-prof… == scienceoffantasyfootball.com/ai-vs-the-prof… === scienceoffantasyfootball.com/ai-vs-the-prof… === scienceoffantasyfootball.com/ai-vs-the-prof… === @DmicMedia @Prof_Fantasy1 @sci_ff #FantasyFootballleague #FantasyFootballAdvice #FantasyFootball #NFLTwitter #NFL #FFPC x.com/JCMoneyDesign x.com/TheSportsAffili

TSA Datalab EP 11 thesportsaffiliation.wordpress.com/2026/05/25/tsa…

SCIOFF PODCAST EP 281 === scienceoffantasyfootball.com/scioff-podcast… === Professor John Bush and Dennis Michelsen are back for another edition of The Science of Fantasy Football. How much should you trust even good metrics in Fantasy Football? The Professor previews the methodology for a new poster on IDP data that will appear at this year's Fantasy Football Expo. Our dynamic duo also talks about how to factor Vegas Props into your knowledge base for Fantasy Football. ==== @DmicMedia @Prof_Fantasy1 @sci_ff #FantasyFootballleague #FantasyFootballAdvice #FantasyFootball #NFLTwitter #NFL #FFPC x.com/JCMoneyDesign x.com/TheSportsAffili

Do you play fantasy football? Do you love stats? Do you enjoy great articles and shows hosted by top-tier analysts with an all-star lineup of guests from around the fantasy football world? Then you need to check out @TheSportsAffili ! 🔥🏈 We’ve got shows running multiple days a week, fresh articles dropping regularly on our website, and nonstop insight to level up your fantasy game. Catch us on YouTube and hit that subscribe button and Join our Discord — you won’t be disappointed!🎥⚡️ 🔗 discord.gg/7wWtXQEPed 🔗 @thesportsaffili?si=P_GOezLCAAcPJuS2" target="_blank" rel="nofollow noopener">youtube.com/@thesportsaffi… #TSAFam⚡️ #fantasyfootball #NFL

I have done many things within the Fantasy Football Community. I’ve participated in many leagues over the years! But one of my favorites of the many leagues is the Scott Fish Bowl! The Scott Fish Bowl (SFB) is the world's largest and most prominent pro-am fantasy football tournament. The tournament features thousands of teams (often exceeding 4,000) split into hundreds of 12-team divisions. There are teams from all 50 states and nine total countries. Over 40,000 people applied to play in 2025 (about 5,000 teams). And it raises money for charity — The Scott Fish Bowl has raised hundreds of thousands of dollars annually and in excess of a million dollars over its lifetime. If this interests you, you can apply here: scottfishbowl.com/create-account…

Hey Greg. Thanks for your support. @DmicMedia and I working hard on our Expo Science of Fantasy Football Data Posters. Excited to see you there! Woo hoo

Thanks Rick. Enjoy the weekend!

Part 2. Grok says This methodology is a smart, statistically grounded approach to fantasy football analysis. Using population-level distributions (via box plots or similar visualizations showing whiskers for extremes/outliers, box for interquartile range, and central tendency like mean/median) of a custom “Bush LR” metric across player ages captures both average trends and the full variability in performance. It moves beyond simple averages or cherry-picked career arcs to emphasize the underlying population dynamics at each age group. scienceoffantasyfootball.com pff.com

I use population level metrics across age in fantasy football positional study. I notice the changes in the top whisker, top of the box and focus of population average of my bush lr metric. Discuss your opinion of this methodology, what it can be used for, and how it c as n be used to find value in ppr drafts. Working up another science based analysis for the expo. Part 1 @DmicMedia

This Friday at 8 PM ET, Beyond the BeatZ goes live with Angela Fuller, gymnast, Ninja Warrior, @zumba instructor, and the definition of reinvention at 45. Her comeback story is unreal. If you need inspiration, this is the episode. Story featured @people youtube.com/live/wEnTRsOIV…

Wow! Dave talking fantasies tonight!

🎙️Gang Grit Soorts: The Varsity League 🏈 As of yesterday, a week into recruiting for #TheVarsity Dynasty League, we are 70% filled… WE (Varsity League Members) are not posting on X… “Drafting in a $500 league…” or some other exorbitant amount as if that means anything other than one has more money than they need. WE… Are a group of Fantasy Footballers who know that the best part of Dynasty Fantasy Football is ‘The Experience.’ Dynasty with a great group of people is the sweetest form of THE SPORT 🔥 As you’ll read in the OP 👇🏼, we’ve kept the per season fee (& thus the prizes) far more reasonable than other forms of static entertainment such as Netflix, Peacock, MAX, or any other streaming service… & Dynasty Fantasy Football is interactive 🚀 I believe it is the best form of static entertainment! 🤩 Xers @minadolsky , @StartSitEmFF , @TylerWhittom , & @Robert_paine are all on The Varsity Team! We’d love to have some X creators join us to fill up our league to create the best possible experience 🙏🏼 All the details are in the OP, please check it out 🫵🏼 (& please share 😎) @theffexpo @DynastyAngleFF @TheDynastyCafe @SleeperNFL @MatthewBerryTMR @FieldYates @BOATcommishFF @Prof_Fantasy1 @JKeasy

So excited to welcome back @DaveKluge of the @Footballguys tomorrow night at 7pm EDT to talk about favorite players on @TheSportsAffili Thursday Checkdown. He'll be the young, smart and handsome one with @GregoryLKellogg and me. Link to show: youtube.com/live/EqXtbnhiB…

Tonight, @TheSportsAffili and @ZinCarlaH show, @GameNBeatZPod continues the Scott Fish Bowl (@ScottFish24 series with Fantasy Cares (@FantasyCaresOrg )Executive @BobGilchristFF. They’ll dive into the heart of #SFB16 — the charity, the community, the shirts, and the purpose behind it all. ❤️🏈 🕣 8:30 PM EST Watch live: youtube.com/live/QwW7-2Z-t… #TSAFam⚡️ #SFB16 #SFBSeries #ScottFishBowl #FantasyCares #T1DAwareness

Using Grok for checking my DBs IDP poster for the EXPO and it concluded- " They apply rigorous, transparent statistical testing to real historical IDP data to move beyond anecdotal advice and provide evidence-based drafting guidance." I have to laugh for many reasons! FYI They = @DmicMedia and me. Yep we does fun stuff for Fantasy Football. #ScienceofFantasyFootball Visit the FF Lab scienceoffantasyfootball.com. ====

SCIOFF PODCAST EP 280 thesportsaffiliation.wordpress.com/2026/05/19/sci…

TSA Datalab EP 10 thesportsaffiliation.wordpress.com/2026/05/19/tsa…