Bill Radjewski | CollegeFootballData.com @CFB_Data
Bill Radjewski (aka BlueSCar) | Software guy who dabbles in analytics | https://t.co/O5HOuJWdDE CollegeFootballData.com Cincinnati, OH Joined August 2019-
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The 2026 Preseason Edition: all the data, all 14 notebooks, both PDF guides. $49 → buff.ly/mzK6vQW Already own the 2025 pack? Check your email for a $25 returning-buyer upgrade.
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Built for independent builders at any level: data scientists, modelers, students, bloggers, researchers, and analytics-minded fans. If you've ever wanted to model a season or build your own rankings and didn't know where to start, this is the on-ramp.
The 2026 College Football Data Starter Pack is out. Clean, structured CFB data (games back to 1869, play-by-play & advanced stats back to 2003) plus 14 guided Jupyter notebooks that show you how to actually use it. Skip the grunt work. Build with the data. 🧵
@adam_tarantino Hey Adam! There's a /scoreboard endpoint which can be a few minutes delay. The play by play only updates after a game completes, usually within minutes. I have to roadmap item to explore adding live PBP.
Glad to support one of the best in the business and truly a great dude. This is sure to be an awesome way to continue to relive this past season time and again. If you're a fellow Michigan fan, this is a no brainer.
@solo_trader Sounds great. I look forward to seeing what you create.
There’s a clear exponential curve between roster talent and NFL Draft picks. Good teams produce draft picks. Elite teams flood the draft.
Bill Radjewski | CollegeFootballData.com retweeted
It’s hard to find a non-paywalled list of players in the transfer portal. Thankfully @CFB_Data has a great API at collegebasketballdata.com. Here are the top players in the portal (some pending eligibility) by my time-decayed RAPM. Jasper Floyd could be an underrated addition.
Michigan didn’t just win the title… they ran through everyone. • Beat all 3 Final Four teams • 6 of 7 Elite Eight teams • 9 of 15 Sweet Sixteen teams This is an absurd tournament résumé.
Want more historical deep dives like this? I’ve got full datasets for exploring runs like this 👇 CollegeBasketballData.com Relatively newer site if you're familiar with my CFB work. Planning to keep building and expanding. Let me know what tools you would like to see!
Beating 9 Sweet Sixteen teams is even rarer. Only other team to do it: • 1996 Kentucky Now it’s Kentucky… and Michigan.
Updated historical Elo chart for the newly crowned men's basketball National Champion, Michigan. Greatest Michigan team of all time? They have a strong argument.
Season Elo Trends - National Title Game Edition Michigan has hovered near the top of Elo most of the year. UConn has consistently graded out as an elite team. Strong vs steady with it all on the line tonight.
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