Predicting League One: How the BTP Model Works
Predicting League One: How the BTP Model Works 🤖 BTP Machine Learning Series League One returns after the international break ...
Tag: EFL League One
League One Gameweek 35 Preview
League One Gameweek 35 Preview: Leaders Cardiff Head to Doncaster as Stockport Chase Them Down Gameweek 35 Overview: Competition: Sky ...
Leyton Orient’s Relegation Crisis
Leyton Orient's Relegation Crisis: Inside League One's Most Alarming Slide Form Analysis: Current Position: 21st | Form (Last 5): LLLDL ...
League One Gameweek 32 Review
League One Gameweek 32 Review: Cardiff March On As Marriott Hits Hat-Trick Gameweek 32 Summary: Competition: Sky Bet League One ...
League One Gameweek 31 Preview: Title Race Heats Up
League One Gameweek 31 Preview: Title Race Heats Up Gameweek 31 Overview: Competition: Sky Bet League One Dates: Saturday 7th ...
Preston North End 0-3 Hull City: Tigers Romp to Victory in Dominant Display
Hull City produce their most complete performance of the season with a 3-0 demolition of Preston at Deepdale. Liam Millar, ...
Beyond The Prem
Data-first football writing
This site is a hobby project run by a former healthcare professional and computing graduate who likes football and data. There's no monetisation agenda, no ads, and no ambition to become the next big football media brand.
What there is: ML-backed match previews, honest accountability when the model gets it wrong, and analysis covering the Championship, League One and WSL that tries to be genuinely data-driven rather than just opinion dressed up in numbers.
Hull City season ticket holder and Leyton Orient follower — both covered on the site, no bias applied.
Posts go up most days during the season. The model's predictions are published before kick-off and the results tracked openly — good weeks and bad ones.
No agenda. No spin. Just the numbers.