Predicting the Championship
Predicting the Championship: How the BTP Model Works 🤖 BTP Machine Learning Series The Championship resumes after the international break ...
Tag: expected goals
Championship Timing & Patterns: Who Fights Back, Who Falls Apart?
Championship Timing & Patterns: Who Fights Back, Who Falls Apart? Timing Analysis Overview: Competition: Sky Bet Championship 2024/25 Data: All ...
Championship Gameweek 30 Review: Coventry slip up again Hull continue run to promotion
Championship Gameweek 30 Review: Coventry slip up again Hull continue run to promotion. Gameweek 30 Summary: Competition: Sky Bet Championship ...
Hull City’s Run-In: The Data Behind the Playoff Push
Hull City's Run-In: The Data Behind the Playoff Push Run-In Analysis: Current Position: 4th | Points: 50 pts Form (Last ...
Hull City 2024/25 Season Analysis: Did xG Tell the Story?
Hull City 2024/25 Season Analysis: Did xG Tell the Story? Season Expectations: For the 2024-2025 Championship season, Hull City's expectations ...
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.