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English Premier League EPL Player Stats(till23/24)

EPL Player Performance of each season 15-16 to 23-24

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics

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About this Dataset

English Premier League EPL Player Stats(till23/24)

So, I was trying to predict the rating of players in the FIFA21 game which is going to be released in the coming weeks by using their individual performance in the previous season and the rating in the previous edition of the game FIFA20. But, I couldn't find a dataset for this. So I had no option other than to scrape data from the PL website itself.

Each row in the datasets represents each player's performance in that particular season. It starts with Name, Position, Appearances, and the statistics of his performance throughout the season. Some entries are null because those attributes don't correspond to the position in which the player actually plays, for instance, a Forward will not have Number of saves; it doesn't make sense.

To all those football freaks like me, Feel free to use this dataset

Let me know if there's an error

Tables

Pl 15–16

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_15_16
  • 89.61 kB
  • 757 rows
  • 54 columns
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CREATE TABLE pl_15_16 (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 16–17

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_16_17
  • 93.2 kB
  • 839 rows
  • 54 columns
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CREATE TABLE pl_16_17 (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 17–18

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_17_18
  • 91.06 kB
  • 793 rows
  • 54 columns
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CREATE TABLE pl_17_18 (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 18–19

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_18_19
  • 95.03 kB
  • 884 rows
  • 54 columns
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CREATE TABLE pl_18_19 (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 19–20

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_19_20
  • 98.07 kB
  • 974 rows
  • 54 columns
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CREATE TABLE pl_19_20 (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 20–21

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_20_21
  • 93.23 kB
  • 862 rows
  • 54 columns
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CREATE TABLE pl_20_21 (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 21–22

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_21_22
  • 92.48 kB
  • 989 rows
  • 53 columns
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CREATE TABLE pl_21_22 (
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

Pl 22–23

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_22_23
  • 96.49 kB
  • 1,092 rows
  • 53 columns
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CREATE TABLE pl_22_23 (
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "goals" BIGINT,
  "goals_per_match" DOUBLE,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "hit_woodwork" DOUBLE,
  "big_chances_missed" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "own_goals" DOUBLE,
  "last_man_tackles" DOUBLE,
  "clearances_off_line" DOUBLE
);

Pl 23–24

@kaggle.krishanthbarkav_english_premier_leagueepl_player_statistics.pl_23_24
  • 94.34 kB
  • 1,016 rows
  • 53 columns
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CREATE TABLE pl_23_24 (
  "name" VARCHAR,
  "position" VARCHAR,
  "appearances" BIGINT,
  "clean_sheets" DOUBLE,
  "goals_conceded" DOUBLE,
  "tackles" DOUBLE,
  "tackle_success" VARCHAR  -- Tackle Success %,
  "last_man_tackles" DOUBLE,
  "blocked_shots" DOUBLE,
  "interceptions" DOUBLE,
  "clearances" DOUBLE,
  "headed_clearance" DOUBLE,
  "clearances_off_line" DOUBLE,
  "recoveries" DOUBLE,
  "duels_won" DOUBLE,
  "duels_lost" DOUBLE,
  "successful_50_50s" DOUBLE,
  "aerial_battles_won" DOUBLE,
  "aerial_battles_lost" DOUBLE,
  "own_goals" DOUBLE,
  "errors_leading_to_goal" DOUBLE,
  "assists" BIGINT,
  "passes" BIGINT,
  "passes_per_match" DOUBLE,
  "big_chances_created" DOUBLE,
  "crosses" DOUBLE,
  "cross_accuracy" VARCHAR  -- Cross Accuracy %,
  "through_balls" DOUBLE,
  "accurate_long_balls" DOUBLE,
  "yellow_cards" BIGINT,
  "red_cards" BIGINT,
  "fouls" BIGINT,
  "offsides" DOUBLE,
  "goals" BIGINT,
  "headed_goals" DOUBLE,
  "goals_with_right_foot" DOUBLE,
  "goals_with_left_foot" DOUBLE,
  "hit_woodwork" DOUBLE,
  "goals_per_match" DOUBLE,
  "penalties_scored" DOUBLE,
  "freekicks_scored" DOUBLE,
  "shots" DOUBLE,
  "shots_on_target" DOUBLE,
  "shooting_accuracy" VARCHAR  -- Shooting Accuracy %,
  "big_chances_missed" DOUBLE,
  "saves" DOUBLE,
  "penalties_saved" DOUBLE,
  "punches" DOUBLE,
  "high_claims" DOUBLE,
  "catches" DOUBLE,
  "sweeper_clearances" DOUBLE,
  "throw_outs" DOUBLE,
  "goal_kicks" DOUBLE
);

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