Premier League Stats, Records & History

Every season since 1992-93, charted from match-level data.

Total Matches Analysed

Total Unique Teams

Total Goals Scored

Explore the charts

Fourteen analyses, each generated from the same match-level data.

All-Time Table

Every club ranked by points since 1992-93.

Most Wins

Who has won the most games across 35 seasons?

Data Quality

How complete is the match data, season by season?

Attendances

Average home crowds, season by season.

Scoring Trends

Goals, nil-nils and draws — the most exciting season.

Goals by Minute

When Arsenal and West Ham score, minute by minute.

Golden Boot Winners

Every Golden Boot winner, with cumulative goals by matchweek.

Super 6 Golden Goal Data

The most common minute for the first goal, season by season.

Points Lost From Winning Positions

The points every club threw away after leading in 2025-26.

Scoring Runs

The longest scoreless droughts and scoring streaks.

Five-Game Streaks

The last time each team won 5+ games in a row.

Current Unbeaten Runs

Every current club’s last defeat and their results since.

Big Win Streaks

The longest in-season winning runs (11+ wins).

Longest Gap Between Wins

The longest wait between wins, in days.

Most Chaotic Matches

Goals plus red cards: every match’s chaos score.

Fixture Red Cards

The rivalries with the most red cards since 1992.

Red Cards by Season

Total red cards in every season, from 2006-07 on.

One-Nil Wins

Whose wins most often finish 1-0?

Longest No-Win Streaks After HT Lead

Led at half-time, but still failed to win.

Comeback Kings

The longest runs of half-time comebacks.

Most Comebacks in a Season

The most half-time comebacks in one season.

Most Manager Wins

Top managers by Premier League wins.

Manager Debuts

The best and worst first matches in charge.

Manager Timeline

Every managerial spell since 1992.

1992-93

Substitution and card timing, plus the season’s top scorers.

1999-00

Substitution and card timing, plus the season’s top scorers.

2016-17

Substitution and card timing, plus the season’s top scorers.

2017-18

Substitution and card timing, plus the season’s top scorers.

2018-19

Substitution and card timing, plus the season’s top scorers.

2019-20

Substitution and card timing, plus the season’s top scorers.

2020-21

Substitution and card timing, plus the season’s top scorers.

2021-22

Substitution and card timing, plus the season’s top scorers.

2022-23

Substitution and card timing, plus the season’s top scorers.

2023-24

Substitution and card timing, plus the season’s top scorers.

2024-25

Substitution and card timing, plus the season’s top scorers.

2025-26

Substitution and card timing, plus the season’s top scorers.

Index of /charts

Premier League data charts · select a page below

By team

All Teams/teams

By manager

All Managers/managers

By season

All Seasons/seasons

Other

All-Time Table/all-time-table

Most Wins/most-wins

Data Quality/data-quality

Attendances/attendances

Scoring Trends/scoring-trends

Goals by Minute/goal-minutes

Golden Boot Winners/premier-league-golden-boot-winners

Super 6 Golden Goal Data/super-6-golden-goal-data

Points Lost From Winning Positions/points-lost-from-winning-position

Scoring Runs/scoring-runs

Five-Game Streaks/five-game-streaks

Current Unbeaten Runs/premier-league-current-unbeaten-runs

Big Win Streaks/big-win-streaks

Longest Gap Between Wins/longest-winless-gaps

Most Chaotic Matches/most-chaotic-matches

Fixture Red Cards/fixture-red-cards

Red Cards by Season/red-cards-by-season

One-Nil Wins/one-nil-wins

Longest No-Win Streaks After HT Lead/ht-lead-no-win-streaks

Comeback Kings/comeback-kings

Most Comebacks in a Season/most-comebacks

Most Manager Wins/manager-wins

Manager Debuts/manager-debuts

Manager Timeline/manager-timeline

1992-93/season-reviews/1992-93

1999-00/season-reviews/1999-00

2016-17/season-reviews/2016-17

2017-18/season-reviews/2017-18

2018-19/season-reviews/2018-19

2019-20/season-reviews/2019-20

2020-21/season-reviews/2020-21

2021-22/season-reviews/2021-22

2022-23/season-reviews/2022-23

2023-24/season-reviews/2023-24

2024-25/season-reviews/2024-25

2025-26/season-reviews/2025-26

How this site is built

Every chart on this site is generated from match level data, json → DuckDB → dbt → CSV → static site. When data updates, ./update_all_charts.sh rebuilds everything from source.

Scrape

grab data into matches/<season>/*.json

Load

duckdb/load_*.sql read the JSON into the DuckDB raw schema

Model

dbt seed + run builds staging → core (int_matches) → marts (fct_matches)

Chart data

dbt analyses (dbt/analyses/chart_*.sql) run against fct_matches to write assets/data/*.csv

Generate

Nuxt 3 builds a static Vuetify 3 + d3.js site, baking charts into HTML for SEO

Last data update: 2026-09-20