Name: Premier League Player Statistics 2022-2024
Creator: Kaggle
License: https://opensource.org/licenses/MIT

About this Dataset

Premier League Player Statistics 2022-2024

All statistics sourced from FBRef and Transfermarkt and scraped using Ruby on Rails. This dataset contains 3 CSVs, "Teams" with basic info (just name and FBRef link), "Players" with name and summary statistics for the 2023-2024 season as well as their age and value from Transfermarkt, and "Match Logs" which has in-depth information for every Premier League game the player's team took part in over the past 2 seasons (or whatever length of time the player was on said team).

Tables

Match Logs

@kaggle.dhruvgup_premier_league_player_statistics_2022_2024.match_logs

492.4 kB
24,559 rows
39 columns

CREATE TABLE match_logs (
  "id" BIGINT,
  "player_name" VARCHAR,
  "season" BIGINT,
  "matchweek" BIGINT,
  "team" VARCHAR,
  "opp" VARCHAR,
  "start" VARCHAR,
  "pos" VARCHAR,
  "min" BIGINT,
  "gls" BIGINT,
  "ast" BIGINT,
  "pk" BIGINT,
  "pkatt" BIGINT,
  "sh" BIGINT,
  "sot" BIGINT,
  "crdy" BIGINT,
  "crdr" BIGINT,
  "touches" BIGINT,
  "tkl" BIGINT,
  "int" BIGINT,
  "blocks" BIGINT,
  "xg" BIGINT,
  "npxg" BIGINT,
  "xag" BIGINT,
  "sca" BIGINT,
  "gca" BIGINT,
  "cmp" BIGINT,
  "att" BIGINT,
  "prgp" BIGINT,
  "carries" BIGINT,
  "prgc" BIGINT,
  "attt" BIGINT,
  "succ" BIGINT,
  "sota" BIGINT,
  "ga" BIGINT,
  "saves" BIGINT,
  "cs" BIGINT,
  "created_at" VARCHAR,
  "updated_at" VARCHAR
);

Players

@kaggle.dhruvgup_premier_league_player_statistics_2022_2024.players

60.28 kB
580 rows
14 columns

CREATE TABLE players (
  "id" BIGINT,
  "name" VARCHAR,
  "team" VARCHAR,
  "position" VARCHAR,
  "mp" BIGINT,
  "min" BIGINT,
  "gls" BIGINT,
  "ast" BIGINT,
  "created_at" VARCHAR,
  "updated_at" VARCHAR,
  "player_link" VARCHAR,
  "match_log_link" VARCHAR,
  "age" BIGINT,
  "value" BIGINT
);

Teams

@kaggle.dhruvgup_premier_league_player_statistics_2022_2024.teams

5.24 kB
20 rows
5 columns

CREATE TABLE teams (
  "id" BIGINT,
  "name" VARCHAR,
  "link" VARCHAR,
  "created_at" VARCHAR,
  "updated_at" VARCHAR
);