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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 140 new columns ({'TEAM_SHOTS_OFF_TARGET_season_sum', 'TEAM_SHOTS_INSIDEBOX_season_sum', 'TEAM_GOALS_season_std', 'TEAM_PENALTIES_5_last_match_average', 'TEAM_OFFSIDES_season_sum', 'TEAM_CORNERS_season_sum', 'TEAM_SHOTS_OFF_TARGET_5_last_match_std', 'TEAM_SHOTS_TOTAL_season_average', 'TEAM_INJURIES_season_average', 'TEAM_GAME_WON_season_average', 'TEAM_SUCCESSFUL_PASSES_PERCENTAGE_5_last_match_std', 'TEAM_SUCCESSFUL_PASSES_season_std', 'TEAM_GAME_LOST_season_average', 'TEAM_SHOTS_ON_TARGET_season_average', 'TEAM_YELLOWCARDS_5_last_match_sum', 'TEAM_INJURIES_season_sum', 'TEAM_REDCARDS_season_sum', 'TEAM_SHOTS_OUTSIDEBOX_5_last_match_sum', 'TEAM_FOULS_5_last_match_std', 'TEAM_SHOTS_ON_TARGET_season_std', 'TEAM_SAVES_season_sum', 'TEAM_BALL_SAFE_season_average', 'TEAM_GAME_LOST_5_last_match_sum', 'TEAM_SUCCESSFUL_PASSES_season_average', 'TEAM_SUBSTITUTIONS_season_average', 'TEAM_GAME_WON_5_last_match_sum', 'TEAM_SHOTS_OUTSIDEBOX_season_average', 'TEAM_SHOTS_TOTAL_5_last_match_std', 'TEAM_BALL_POSSESSION_5_last_match_std', 'TEAM_BALL_POSSESSION_season_std', 'TEAM_ATTACKS_season_average', 'TEAM_SHOTS_ON_TARGET_season_sum', 'TEAM_BALL_POSSESSION_5_last_match_average', 'TEAM_YELLOWCARDS_season_average', 'TEAM_SHOTS_OFF_TARGET_5_last_match_average', 'TEAM_SUCCESSFUL_PASSES_season_sum', 'TEAM_YELLOWCARDS_5_last_match_std', 'TEAM_DANGEROUS_ATTACKS_5_last_match_std', 'TEAM_FOULS_5_last_match_average', 'TEAM_SAVES_5_last_match_sum', 'TEAM_SHOTS_OFF_TARGET_season_average', 'TEAM_SHOTS_OFF_TARGET_season_s
...
sum', 'TEAM_ATTACKS_season_sum', 'TEAM_SAVES_season_average', 'TEAM_FOULS_season_average', 'TEAM_FOULS_5_last_match_sum', 'TEAM_REDCARDS_5_last_match_sum', 'TEAM_YELLOWCARDS_5_last_match_average', 'TEAM_SAVES_5_last_match_average', 'TEAM_PASSES_season_average', 'TEAM_PENALTIES_season_average', 'TEAM_FOULS_season_sum', 'TEAM_SUCCESSFUL_PASSES_5_last_match_sum', 'TEAM_SHOTS_TOTAL_5_last_match_average', 'TEAM_SUBSTITUTIONS_5_last_match_average', 'TEAM_SHOTS_OUTSIDEBOX_season_sum', 'TEAM_INJURIES_season_std', 'TEAM_CORNERS_5_last_match_sum', 'TEAM_GAME_LOST_season_sum', 'TEAM_SUBSTITUTIONS_5_last_match_std', 'TEAM_SHOTS_INSIDEBOX_season_std', 'TEAM_SUCCESSFUL_PASSES_PERCENTAGE_5_last_match_average', 'TEAM_DANGEROUS_ATTACKS_5_last_match_average', 'TEAM_GOALS_5_last_match_sum', 'TEAM_SHOTS_INSIDEBOX_5_last_match_std', 'TEAM_ATTACKS_5_last_match_average', 'TEAM_SAVES_season_std', 'TEAM_SUCCESSFUL_PASSES_5_last_match_std', 'TEAM_REDCARDS_season_std', 'TEAM_PASSES_5_last_match_std', 'TEAM_PENALTIES_season_sum', 'TEAM_DANGEROUS_ATTACKS_season_average', 'TEAM_DANGEROUS_ATTACKS_season_std', 'TEAM_SUBSTITUTIONS_5_last_match_sum', 'TEAM_CORNERS_season_average', 'TEAM_GAME_DRAW_season_average', 'TEAM_BALL_POSSESSION_season_average', 'TEAM_SHOTS_OUTSIDEBOX_season_std', 'TEAM_DANGEROUS_ATTACKS_5_last_match_sum', 'TEAM_BALL_SAFE_season_sum', 'TEAM_BALL_SAFE_season_std', 'TEAM_SAVES_5_last_match_std', 'TEAM_SHOTS_TOTAL_season_sum', 'TEAM_GOALS_5_last_match_average', 'TEAM_GOALS_season_average'}) and 304 missing columns ({'PLAYER_INTERCEPTIONS_season_std', 'PLAYER_PENALTIES_SAVED_5_last_match_sum', 'PLAYER_REDCARDS_5_last_match_sum', 'PLAYER_PASSES_season_average', 'PLAYER_SAVES_season_average', 'PLAYER_ACCURATE_PASSES_season_sum', 'PLAYER_GOALKEEPER_GOALS_CONCEDED_season_sum', 'PLAYER_PENALTIES_MISSES_5_last_match_sum', 'PLAYER_YELLOWCARDS_5_last_match_std', 'PLAYER_TACKLES_5_last_match_average', 'PLAYER_SHOTS_BLOCKED_season_sum', 'PLAYER_PUNCHES_season_average', 'PLAYER_BIG_CHANCES_MISSED_season_std', 'PLAYER_FOULS_DRAWN_5_last_match_average', 'PLAYER_MINUTES_PLAYED_5_last_match_average', 'PLAYER_TOTAL_DUELS_season_average', 'PLAYER_ERROR_LEAD_TO_GOAL_5_last_match_sum', 'PLAYER_GOALS_5_last_match_average', 'PLAYER_DRIBBLED_PAST_season_std', 'PLAYER_DRIBBLED_PAST_5_last_match_std', 'PLAYER_TACKLES_season_sum', 'PLAYER_DRIBBLED_ATTEMPTS_season_average', 'PLAYER_CAPTAIN_season_std', 'PLAYER_INTERCEPTIONS_season_sum', 'PLAYER_PENALTIES_WON_5_last_match_average', 'PLAYER_LONG_BALLS_season_std', 'PLAYER_PENALTIES_SCORED_5_last_match_sum', 'PLAYER_CLEARANCE_OFFLINE_5_last_match_std', 'PLAYER_LONG_BALLS_5_last_match_sum', 'PLAYER_TACKLES_season_std', 'PLAYER_SAVES_INSIDE_BOX_season_sum', 'PLAYER_AERIALS_WON_5_last_match_std', 'PLAYER_SHOTS_ON_TARGET_5_last_match_average', 'PLAYER_REDCARDS_season_std', 'PLAYER_SAVES_5_last_match_sum', 'PLAYER_SHOTS_OFF_TARGET_season_average', 'PLAYER_PENALTIES_COMMITTED_5_last_match_std', 'PLAYER_STARTING_LINEUP_5_last_match_sum', 'PLAYER_PENALTIES_SCORED_5_last_mat
...
R_HIT_WOODWORK_5_last_match_std', 'PLAYER_PENALTIES_MISSES_season_sum', 'PLAYER_MINUTES_PLAYED_5_last_match_sum', 'PLAYER_GOALS_season_std', 'PLAYER_PENALTIES_WON_5_last_match_std', 'PLAYER_GOALKEEPER_GOALS_CONCEDED_season_average', 'PLAYER_SHOTS_TOTAL_5_last_match_sum', 'PLAYER_ACCURATE_PASSES_5_last_match_std', 'PLAYER_YELLOWCARDS_5_last_match_average', 'PLAYER_PENALTIES_SCORED_5_last_match_std', 'PLAYER_LONG_BALLS_WON_5_last_match_sum', 'PLAYER_OWN_GOALS_season_average', 'PLAYER_PENALTIES_MISSES_5_last_match_std', 'PLAYER_INTERCEPTIONS_season_average', 'PLAYER_ACCURATE_PASSES_season_std', 'PLAYER_GOALS_season_sum', 'PLAYER_DUELS_LOST_5_last_match_sum', 'PLAYER_SHOTS_BLOCKED_season_average', 'PLAYER_CLEARANCE_OFFLINE_season_sum', 'PLAYER_PASSES_season_std', 'PLAYER_STARTING_LINEUP_season_std', 'PLAYER_TOTAL_CROSSES_5_last_match_sum', 'PLAYER_ERROR_LEAD_TO_GOAL_season_std', 'PLAYER_FOULS_5_last_match_sum', 'PLAYER_ACCURATE_PASSES_5_last_match_sum', 'PLAYER_BIG_CHANCES_CREATED_5_last_match_std', 'PLAYER_TOTAL_DUELS_5_last_match_average', 'PLAYER_PENALTIES_SAVED_season_sum', 'PLAYER_PUNCHES_5_last_match_average', 'PLAYER_OWN_GOALS_season_std', 'PLAYER_BLOCKED_SHOTS_season_std', 'PLAYER_MINUTES_PLAYED_season_sum', 'PLAYER_PENALTIES_COMMITTED_season_sum', 'PLAYER_PASSES_5_last_match_sum', 'PLAYER_CLEARANCES_5_last_match_average', 'PLAYER_ACCURATE_CROSSES_5_last_match_sum', 'PLAYER_SAVES_5_last_match_average', 'PLAYER_YELLOWCARDS_5_last_match_sum', 'PLAYER_KEY_PASSES_season_std'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bh2821/soccer_pred/train_away_team_statistics_df.csv (at revision e7b42d4983dfd06a805e3cfae02f1f38a508fe1c)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
ID: int64
LEAGUE: string
TEAM_NAME: string
TEAM_SHOTS_TOTAL_season_sum: double
TEAM_SHOTS_INSIDEBOX_season_sum: double
TEAM_SHOTS_OFF_TARGET_season_sum: double
TEAM_SHOTS_ON_TARGET_season_sum: double
TEAM_SHOTS_OUTSIDEBOX_season_sum: double
TEAM_PASSES_season_sum: double
TEAM_SUCCESSFUL_PASSES_season_sum: double
TEAM_SAVES_season_sum: double
TEAM_CORNERS_season_sum: double
TEAM_FOULS_season_sum: double
TEAM_YELLOWCARDS_season_sum: double
TEAM_REDCARDS_season_sum: double
TEAM_OFFSIDES_season_sum: double
TEAM_ATTACKS_season_sum: double
TEAM_PENALTIES_season_sum: double
TEAM_SUBSTITUTIONS_season_sum: double
TEAM_BALL_SAFE_season_sum: double
TEAM_DANGEROUS_ATTACKS_season_sum: double
TEAM_INJURIES_season_sum: double
TEAM_GOALS_season_sum: double
TEAM_GAME_WON_season_sum: double
TEAM_GAME_DRAW_season_sum: double
TEAM_GAME_LOST_season_sum: double
TEAM_SHOTS_TOTAL_season_average: double
TEAM_SHOTS_INSIDEBOX_season_average: double
TEAM_SHOTS_OFF_TARGET_season_average: double
TEAM_SHOTS_ON_TARGET_season_average: double
TEAM_SHOTS_OUTSIDEBOX_season_average: double
TEAM_PASSES_season_average: double
TEAM_SUCCESSFUL_PASSES_season_average: double
TEAM_SUCCESSFUL_PASSES_PERCENTAGE_season_average: double
TEAM_SAVES_season_average: double
TEAM_CORNERS_season_average: double
TEAM_BALL_POSSESSION_season_average: double
TEAM_FOULS_season_average: double
TEAM_YELLOWCARDS_season_average: double
TEAM_REDCARDS_season_average: double
TEAM_OFFSIDES_season_average: double
TEAM_ATTACKS_season_average: d
...
ch_average: double
TEAM_ATTACKS_5_last_match_average: double
TEAM_PENALTIES_5_last_match_average: double
TEAM_SUBSTITUTIONS_5_last_match_average: double
TEAM_BALL_SAFE_5_last_match_average: double
TEAM_DANGEROUS_ATTACKS_5_last_match_average: double
TEAM_INJURIES_5_last_match_average: double
TEAM_GOALS_5_last_match_average: double
TEAM_GAME_WON_5_last_match_average: double
TEAM_GAME_DRAW_5_last_match_average: double
TEAM_GAME_LOST_5_last_match_average: double
TEAM_SHOTS_TOTAL_5_last_match_std: double
TEAM_SHOTS_INSIDEBOX_5_last_match_std: double
TEAM_SHOTS_OFF_TARGET_5_last_match_std: double
TEAM_SHOTS_ON_TARGET_5_last_match_std: double
TEAM_SHOTS_OUTSIDEBOX_5_last_match_std: double
TEAM_PASSES_5_last_match_std: double
TEAM_SUCCESSFUL_PASSES_5_last_match_std: double
TEAM_SUCCESSFUL_PASSES_PERCENTAGE_5_last_match_std: double
TEAM_SAVES_5_last_match_std: double
TEAM_CORNERS_5_last_match_std: double
TEAM_BALL_POSSESSION_5_last_match_std: double
TEAM_FOULS_5_last_match_std: double
TEAM_YELLOWCARDS_5_last_match_std: double
TEAM_REDCARDS_5_last_match_std: double
TEAM_OFFSIDES_5_last_match_std: double
TEAM_ATTACKS_5_last_match_std: double
TEAM_PENALTIES_5_last_match_std: double
TEAM_SUBSTITUTIONS_5_last_match_std: double
TEAM_BALL_SAFE_5_last_match_std: double
TEAM_DANGEROUS_ATTACKS_5_last_match_std: double
TEAM_INJURIES_5_last_match_std: double
TEAM_GOALS_5_last_match_std: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 23502
to
{'ID': Value(dtype='int64', id=None), 'LEAGUE': Value(dtype='string', id=None), 'TEAM_NAME': Value(dtype='string', id=None), 'POSITION': Value(dtype='string', id=None), 'PLAYER_NAME': Value(dtype='string', id=None), 'PLAYER_ACCURATE_CROSSES_season_sum': Value(dtype='float64', id=None), 'PLAYER_ACCURATE_PASSES_season_sum': Value(dtype='float64', id=None), 'PLAYER_AERIALS_WON_season_sum': Value(dtype='float64', id=None), 'PLAYER_ASSISTS_season_sum': Value(dtype='float64', id=None), 'PLAYER_BIG_CHANCES_CREATED_season_sum': Value(dtype='float64', id=None), 'PLAYER_BIG_CHANCES_MISSED_season_sum': Value(dtype='float64', id=None), 'PLAYER_BLOCKED_SHOTS_season_sum': Value(dtype='float64', id=None), 'PLAYER_CAPTAIN_season_sum': Value(dtype='float64', id=None), 'PLAYER_CLEARANCES_season_sum': Value(dtype='float64', id=None), 'PLAYER_CLEARANCE_OFFLINE_season_sum': Value(dtype='float64', id=None), 'PLAYER_DISPOSSESSED_season_sum': Value(dtype='float64', id=None), 'PLAYER_DRIBBLED_ATTEMPTS_season_sum': Value(dtype='float64', id=None), 'PLAYER_DRIBBLED_PAST_season_sum': Value(dtype='float64', id=None), 'PLAYER_DUELS_LOST_season_sum': Value(dtype='float64', id=None), 'PLAYER_DUELS_WON_season_sum': Value(dtype='float64', id=None), 'PLAYER_ERROR_LEAD_TO_GOAL_season_sum': Value(dtype='float64', id=None), 'PLAYER_FOULS_season_sum': Value(dtype='float64', id=None), 'PLAYER_FOULS_DRAWN_season_sum': Value(dtype='float64', id=None), 'PLAYER_GOALKEEPER_GOALS_CONCEDED_season_sum': Value(dtype='float6
...
_std': Value(dtype='float64', id=None), 'PLAYER_PENALTIES_SAVED_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_PENALTIES_SCORED_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_PENALTIES_WON_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_RATING_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_REDCARDS_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SAVES_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SAVES_INSIDE_BOX_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SHOTS_BLOCKED_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SHOTS_ON_TARGET_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SHOTS_TOTAL_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_STARTING_LINEUP_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SUCCESSFUL_DRIBBLES_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_TACKLES_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_TOTAL_CROSSES_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_TOTAL_DUELS_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_YELLOWCARDS_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_PUNCHES_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_LONG_BALLS_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_LONG_BALLS_WON_5_last_match_std': Value(dtype='float64', id=None), 'PLAYER_SHOTS_OFF_TARGET_5_last_match_std': Value(dtype='float64', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1433, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 989, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 140 new columns ({'TEAM_SHOTS_OFF_TARGET_season_sum', 'TEAM_SHOTS_INSIDEBOX_season_sum', 'TEAM_GOALS_season_std', 'TEAM_PENALTIES_5_last_match_average', 'TEAM_OFFSIDES_season_sum', 'TEAM_CORNERS_season_sum', 'TEAM_SHOTS_OFF_TARGET_5_last_match_std', 'TEAM_SHOTS_TOTAL_season_average', 'TEAM_INJURIES_season_average', 'TEAM_GAME_WON_season_average', 'TEAM_SUCCESSFUL_PASSES_PERCENTAGE_5_last_match_std', 'TEAM_SUCCESSFUL_PASSES_season_std', 'TEAM_GAME_LOST_season_average', 'TEAM_SHOTS_ON_TARGET_season_average', 'TEAM_YELLOWCARDS_5_last_match_sum', 'TEAM_INJURIES_season_sum', 'TEAM_REDCARDS_season_sum', 'TEAM_SHOTS_OUTSIDEBOX_5_last_match_sum', 'TEAM_FOULS_5_last_match_std', 'TEAM_SHOTS_ON_TARGET_season_std', 'TEAM_SAVES_season_sum', 'TEAM_BALL_SAFE_season_average', 'TEAM_GAME_LOST_5_last_match_sum', 'TEAM_SUCCESSFUL_PASSES_season_average', 'TEAM_SUBSTITUTIONS_season_average', 'TEAM_GAME_WON_5_last_match_sum', 'TEAM_SHOTS_OUTSIDEBOX_season_average', 'TEAM_SHOTS_TOTAL_5_last_match_std', 'TEAM_BALL_POSSESSION_5_last_match_std', 'TEAM_BALL_POSSESSION_season_std', 'TEAM_ATTACKS_season_average', 'TEAM_SHOTS_ON_TARGET_season_sum', 'TEAM_BALL_POSSESSION_5_last_match_average', 'TEAM_YELLOWCARDS_season_average', 'TEAM_SHOTS_OFF_TARGET_5_last_match_average', 'TEAM_SUCCESSFUL_PASSES_season_sum', 'TEAM_YELLOWCARDS_5_last_match_std', 'TEAM_DANGEROUS_ATTACKS_5_last_match_std', 'TEAM_FOULS_5_last_match_average', 'TEAM_SAVES_5_last_match_sum', 'TEAM_SHOTS_OFF_TARGET_season_average', 'TEAM_SHOTS_OFF_TARGET_season_s
...
sum', 'TEAM_ATTACKS_season_sum', 'TEAM_SAVES_season_average', 'TEAM_FOULS_season_average', 'TEAM_FOULS_5_last_match_sum', 'TEAM_REDCARDS_5_last_match_sum', 'TEAM_YELLOWCARDS_5_last_match_average', 'TEAM_SAVES_5_last_match_average', 'TEAM_PASSES_season_average', 'TEAM_PENALTIES_season_average', 'TEAM_FOULS_season_sum', 'TEAM_SUCCESSFUL_PASSES_5_last_match_sum', 'TEAM_SHOTS_TOTAL_5_last_match_average', 'TEAM_SUBSTITUTIONS_5_last_match_average', 'TEAM_SHOTS_OUTSIDEBOX_season_sum', 'TEAM_INJURIES_season_std', 'TEAM_CORNERS_5_last_match_sum', 'TEAM_GAME_LOST_season_sum', 'TEAM_SUBSTITUTIONS_5_last_match_std', 'TEAM_SHOTS_INSIDEBOX_season_std', 'TEAM_SUCCESSFUL_PASSES_PERCENTAGE_5_last_match_average', 'TEAM_DANGEROUS_ATTACKS_5_last_match_average', 'TEAM_GOALS_5_last_match_sum', 'TEAM_SHOTS_INSIDEBOX_5_last_match_std', 'TEAM_ATTACKS_5_last_match_average', 'TEAM_SAVES_season_std', 'TEAM_SUCCESSFUL_PASSES_5_last_match_std', 'TEAM_REDCARDS_season_std', 'TEAM_PASSES_5_last_match_std', 'TEAM_PENALTIES_season_sum', 'TEAM_DANGEROUS_ATTACKS_season_average', 'TEAM_DANGEROUS_ATTACKS_season_std', 'TEAM_SUBSTITUTIONS_5_last_match_sum', 'TEAM_CORNERS_season_average', 'TEAM_GAME_DRAW_season_average', 'TEAM_BALL_POSSESSION_season_average', 'TEAM_SHOTS_OUTSIDEBOX_season_std', 'TEAM_DANGEROUS_ATTACKS_5_last_match_sum', 'TEAM_BALL_SAFE_season_sum', 'TEAM_BALL_SAFE_season_std', 'TEAM_SAVES_5_last_match_std', 'TEAM_SHOTS_TOTAL_season_sum', 'TEAM_GOALS_5_last_match_average', 'TEAM_GOALS_season_average'}) and 304 missing columns ({'PLAYER_INTERCEPTIONS_season_std', 'PLAYER_PENALTIES_SAVED_5_last_match_sum', 'PLAYER_REDCARDS_5_last_match_sum', 'PLAYER_PASSES_season_average', 'PLAYER_SAVES_season_average', 'PLAYER_ACCURATE_PASSES_season_sum', 'PLAYER_GOALKEEPER_GOALS_CONCEDED_season_sum', 'PLAYER_PENALTIES_MISSES_5_last_match_sum', 'PLAYER_YELLOWCARDS_5_last_match_std', 'PLAYER_TACKLES_5_last_match_average', 'PLAYER_SHOTS_BLOCKED_season_sum', 'PLAYER_PUNCHES_season_average', 'PLAYER_BIG_CHANCES_MISSED_season_std', 'PLAYER_FOULS_DRAWN_5_last_match_average', 'PLAYER_MINUTES_PLAYED_5_last_match_average', 'PLAYER_TOTAL_DUELS_season_average', 'PLAYER_ERROR_LEAD_TO_GOAL_5_last_match_sum', 'PLAYER_GOALS_5_last_match_average', 'PLAYER_DRIBBLED_PAST_season_std', 'PLAYER_DRIBBLED_PAST_5_last_match_std', 'PLAYER_TACKLES_season_sum', 'PLAYER_DRIBBLED_ATTEMPTS_season_average', 'PLAYER_CAPTAIN_season_std', 'PLAYER_INTERCEPTIONS_season_sum', 'PLAYER_PENALTIES_WON_5_last_match_average', 'PLAYER_LONG_BALLS_season_std', 'PLAYER_PENALTIES_SCORED_5_last_match_sum', 'PLAYER_CLEARANCE_OFFLINE_5_last_match_std', 'PLAYER_LONG_BALLS_5_last_match_sum', 'PLAYER_TACKLES_season_std', 'PLAYER_SAVES_INSIDE_BOX_season_sum', 'PLAYER_AERIALS_WON_5_last_match_std', 'PLAYER_SHOTS_ON_TARGET_5_last_match_average', 'PLAYER_REDCARDS_season_std', 'PLAYER_SAVES_5_last_match_sum', 'PLAYER_SHOTS_OFF_TARGET_season_average', 'PLAYER_PENALTIES_COMMITTED_5_last_match_std', 'PLAYER_STARTING_LINEUP_5_last_match_sum', 'PLAYER_PENALTIES_SCORED_5_last_mat
...
R_HIT_WOODWORK_5_last_match_std', 'PLAYER_PENALTIES_MISSES_season_sum', 'PLAYER_MINUTES_PLAYED_5_last_match_sum', 'PLAYER_GOALS_season_std', 'PLAYER_PENALTIES_WON_5_last_match_std', 'PLAYER_GOALKEEPER_GOALS_CONCEDED_season_average', 'PLAYER_SHOTS_TOTAL_5_last_match_sum', 'PLAYER_ACCURATE_PASSES_5_last_match_std', 'PLAYER_YELLOWCARDS_5_last_match_average', 'PLAYER_PENALTIES_SCORED_5_last_match_std', 'PLAYER_LONG_BALLS_WON_5_last_match_sum', 'PLAYER_OWN_GOALS_season_average', 'PLAYER_PENALTIES_MISSES_5_last_match_std', 'PLAYER_INTERCEPTIONS_season_average', 'PLAYER_ACCURATE_PASSES_season_std', 'PLAYER_GOALS_season_sum', 'PLAYER_DUELS_LOST_5_last_match_sum', 'PLAYER_SHOTS_BLOCKED_season_average', 'PLAYER_CLEARANCE_OFFLINE_season_sum', 'PLAYER_PASSES_season_std', 'PLAYER_STARTING_LINEUP_season_std', 'PLAYER_TOTAL_CROSSES_5_last_match_sum', 'PLAYER_ERROR_LEAD_TO_GOAL_season_std', 'PLAYER_FOULS_5_last_match_sum', 'PLAYER_ACCURATE_PASSES_5_last_match_sum', 'PLAYER_BIG_CHANCES_CREATED_5_last_match_std', 'PLAYER_TOTAL_DUELS_5_last_match_average', 'PLAYER_PENALTIES_SAVED_season_sum', 'PLAYER_PUNCHES_5_last_match_average', 'PLAYER_OWN_GOALS_season_std', 'PLAYER_BLOCKED_SHOTS_season_std', 'PLAYER_MINUTES_PLAYED_season_sum', 'PLAYER_PENALTIES_COMMITTED_season_sum', 'PLAYER_PASSES_5_last_match_sum', 'PLAYER_CLEARANCES_5_last_match_average', 'PLAYER_ACCURATE_CROSSES_5_last_match_sum', 'PLAYER_SAVES_5_last_match_average', 'PLAYER_YELLOWCARDS_5_last_match_sum', 'PLAYER_KEY_PASSES_season_std'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bh2821/soccer_pred/train_away_team_statistics_df.csv (at revision e7b42d4983dfd06a805e3cfae02f1f38a508fe1c)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
ID
int64 | LEAGUE
string | TEAM_NAME
string | POSITION
string | PLAYER_NAME
string | PLAYER_ACCURATE_CROSSES_season_sum
float64 | PLAYER_ACCURATE_PASSES_season_sum
float64 | PLAYER_AERIALS_WON_season_sum
float64 | PLAYER_ASSISTS_season_sum
float64 | PLAYER_BIG_CHANCES_CREATED_season_sum
float64 | PLAYER_BIG_CHANCES_MISSED_season_sum
float64 | PLAYER_BLOCKED_SHOTS_season_sum
float64 | PLAYER_CAPTAIN_season_sum
null | PLAYER_CLEARANCES_season_sum
float64 | PLAYER_CLEARANCE_OFFLINE_season_sum
float64 | PLAYER_DISPOSSESSED_season_sum
float64 | PLAYER_DRIBBLED_ATTEMPTS_season_sum
float64 | PLAYER_DRIBBLED_PAST_season_sum
float64 | PLAYER_DUELS_LOST_season_sum
float64 | PLAYER_DUELS_WON_season_sum
float64 | PLAYER_ERROR_LEAD_TO_GOAL_season_sum
float64 | PLAYER_FOULS_season_sum
float64 | PLAYER_FOULS_DRAWN_season_sum
float64 | PLAYER_GOALKEEPER_GOALS_CONCEDED_season_sum
float64 | PLAYER_GOALS_season_sum
float64 | PLAYER_GOALS_CONCEDED_season_sum
float64 | PLAYER_HIT_WOODWORK_season_sum
float64 | PLAYER_INTERCEPTIONS_season_sum
float64 | PLAYER_KEY_PASSES_season_sum
float64 | PLAYER_MINUTES_PLAYED_season_sum
float64 | PLAYER_OFFSIDES_season_sum
float64 | PLAYER_OWN_GOALS_season_sum
float64 | PLAYER_PASSES_season_sum
float64 | PLAYER_PENALTIES_COMMITTED_season_sum
float64 | PLAYER_PENALTIES_MISSES_season_sum
float64 | PLAYER_PENALTIES_SAVED_season_sum
float64 | PLAYER_PENALTIES_SCORED_season_sum
float64 | PLAYER_PENALTIES_WON_season_sum
float64 | PLAYER_REDCARDS_season_sum
float64 | PLAYER_SAVES_season_sum
float64 | PLAYER_SAVES_INSIDE_BOX_season_sum
float64 | PLAYER_SHOTS_BLOCKED_season_sum
float64 | PLAYER_SHOTS_ON_TARGET_season_sum
float64 | PLAYER_SHOTS_TOTAL_season_sum
float64 | PLAYER_STARTING_LINEUP_season_sum
float64 | PLAYER_SUCCESSFUL_DRIBBLES_season_sum
float64 | PLAYER_TACKLES_season_sum
float64 | PLAYER_TOTAL_CROSSES_season_sum
float64 | PLAYER_TOTAL_DUELS_season_sum
float64 | PLAYER_YELLOWCARDS_season_sum
float64 | PLAYER_PUNCHES_season_sum
null | PLAYER_LONG_BALLS_season_sum
null | PLAYER_LONG_BALLS_WON_season_sum
null | PLAYER_SHOTS_OFF_TARGET_season_sum
null | PLAYER_ACCURATE_CROSSES_season_average
float64 | PLAYER_ACCURATE_PASSES_season_average
float64 | PLAYER_ACCURATE_PASSES_PERCENTAGE_season_average
float64 | PLAYER_AERIALS_WON_season_average
float64 | PLAYER_ASSISTS_season_average
float64 | PLAYER_BIG_CHANCES_CREATED_season_average
float64 | PLAYER_BIG_CHANCES_MISSED_season_average
float64 | PLAYER_BLOCKED_SHOTS_season_average
float64 | PLAYER_CAPTAIN_season_average
null | PLAYER_CLEARANCES_season_average
float64 | PLAYER_CLEARANCE_OFFLINE_season_average
float64 | PLAYER_DISPOSSESSED_season_average
float64 | PLAYER_DRIBBLED_ATTEMPTS_season_average
float64 | PLAYER_DRIBBLED_PAST_season_average
float64 | PLAYER_DUELS_LOST_season_average
float64 | PLAYER_DUELS_WON_season_average
float64 | PLAYER_ERROR_LEAD_TO_GOAL_season_average
float64 | PLAYER_FOULS_season_average
float64 | PLAYER_FOULS_DRAWN_season_average
float64 | PLAYER_GOALKEEPER_GOALS_CONCEDED_season_average
float64 | PLAYER_GOALS_season_average
float64 | PLAYER_GOALS_CONCEDED_season_average
float64 | PLAYER_HIT_WOODWORK_season_average
float64 | PLAYER_INTERCEPTIONS_season_average
float64 | PLAYER_KEY_PASSES_season_average
float64 | PLAYER_MINUTES_PLAYED_season_average
float64 | PLAYER_OFFSIDES_season_average
float64 | PLAYER_OWN_GOALS_season_average
float64 | PLAYER_PASSES_season_average
float64 | PLAYER_PENALTIES_COMMITTED_season_average
float64 | PLAYER_PENALTIES_MISSES_season_average
float64 | PLAYER_PENALTIES_SAVED_season_average
float64 | PLAYER_PENALTIES_SCORED_season_average
float64 | PLAYER_PENALTIES_WON_season_average
float64 | PLAYER_RATING_season_average
float64 | PLAYER_REDCARDS_season_average
float64 | PLAYER_SAVES_season_average
float64 | PLAYER_SAVES_INSIDE_BOX_season_average
float64 | PLAYER_SHOTS_BLOCKED_season_average
float64 | PLAYER_SHOTS_ON_TARGET_season_average
float64 | PLAYER_SHOTS_TOTAL_season_average
float64 | PLAYER_STARTING_LINEUP_season_average
float64 | PLAYER_SUCCESSFUL_DRIBBLES_season_average
float64 | PLAYER_TACKLES_season_average
float64 | PLAYER_TOTAL_CROSSES_season_average
float64 | PLAYER_TOTAL_DUELS_season_average
float64 | PLAYER_YELLOWCARDS_season_average
float64 | PLAYER_PUNCHES_season_average
null | PLAYER_LONG_BALLS_season_average
null | PLAYER_LONG_BALLS_WON_season_average
null | PLAYER_SHOTS_OFF_TARGET_season_average
null | PLAYER_ACCURATE_CROSSES_season_std
float64 | PLAYER_ACCURATE_PASSES_season_std
float64 | PLAYER_ACCURATE_PASSES_PERCENTAGE_season_std
float64 | PLAYER_AERIALS_WON_season_std
float64 | PLAYER_ASSISTS_season_std
float64 | PLAYER_BIG_CHANCES_CREATED_season_std
float64 | PLAYER_BIG_CHANCES_MISSED_season_std
float64 | PLAYER_BLOCKED_SHOTS_season_std
float64 | PLAYER_CAPTAIN_season_std
null | PLAYER_CLEARANCES_season_std
float64 | PLAYER_CLEARANCE_OFFLINE_season_std
float64 | PLAYER_DISPOSSESSED_season_std
float64 | PLAYER_DRIBBLED_ATTEMPTS_season_std
float64 | PLAYER_DRIBBLED_PAST_season_std
float64 | PLAYER_DUELS_LOST_season_std
float64 | PLAYER_DUELS_WON_season_std
float64 | PLAYER_ERROR_LEAD_TO_GOAL_season_std
float64 | PLAYER_FOULS_season_std
float64 | PLAYER_FOULS_DRAWN_season_std
float64 | PLAYER_GOALKEEPER_GOALS_CONCEDED_season_std
float64 | PLAYER_GOALS_season_std
float64 | PLAYER_GOALS_CONCEDED_season_std
float64 | PLAYER_HIT_WOODWORK_season_std
float64 | PLAYER_INTERCEPTIONS_season_std
float64 | PLAYER_KEY_PASSES_season_std
float64 | PLAYER_MINUTES_PLAYED_season_std
float64 | PLAYER_OFFSIDES_season_std
float64 | PLAYER_OWN_GOALS_season_std
float64 | PLAYER_PASSES_season_std
float64 | PLAYER_PENALTIES_COMMITTED_season_std
float64 | PLAYER_PENALTIES_MISSES_season_std
float64 | PLAYER_PENALTIES_SAVED_season_std
float64 | PLAYER_PENALTIES_SCORED_season_std
float64 | PLAYER_PENALTIES_WON_season_std
float64 | PLAYER_RATING_season_std
float64 | PLAYER_REDCARDS_season_std
float64 | PLAYER_SAVES_season_std
float64 | PLAYER_SAVES_INSIDE_BOX_season_std
float64 | PLAYER_SHOTS_BLOCKED_season_std
float64 | PLAYER_SHOTS_ON_TARGET_season_std
float64 | PLAYER_SHOTS_TOTAL_season_std
float64 | PLAYER_STARTING_LINEUP_season_std
float64 | PLAYER_SUCCESSFUL_DRIBBLES_season_std
float64 | PLAYER_TACKLES_season_std
float64 | PLAYER_TOTAL_CROSSES_season_std
float64 | PLAYER_TOTAL_DUELS_season_std
float64 | PLAYER_YELLOWCARDS_season_std
float64 | PLAYER_PUNCHES_season_std
null | PLAYER_LONG_BALLS_season_std
null | PLAYER_LONG_BALLS_WON_season_std
null | PLAYER_SHOTS_OFF_TARGET_season_std
null | PLAYER_ACCURATE_CROSSES_5_last_match_sum
float64 | PLAYER_ACCURATE_PASSES_5_last_match_sum
float64 | PLAYER_AERIALS_WON_5_last_match_sum
float64 | PLAYER_ASSISTS_5_last_match_sum
float64 | PLAYER_BIG_CHANCES_CREATED_5_last_match_sum
float64 | PLAYER_BIG_CHANCES_MISSED_5_last_match_sum
float64 | PLAYER_BLOCKED_SHOTS_5_last_match_sum
float64 | PLAYER_CAPTAIN_5_last_match_sum
null | PLAYER_CLEARANCES_5_last_match_sum
float64 | PLAYER_CLEARANCE_OFFLINE_5_last_match_sum
float64 | PLAYER_DISPOSSESSED_5_last_match_sum
float64 | PLAYER_DRIBBLED_ATTEMPTS_5_last_match_sum
float64 | PLAYER_DRIBBLED_PAST_5_last_match_sum
float64 | PLAYER_DUELS_LOST_5_last_match_sum
float64 | PLAYER_DUELS_WON_5_last_match_sum
float64 | PLAYER_ERROR_LEAD_TO_GOAL_5_last_match_sum
float64 | PLAYER_FOULS_5_last_match_sum
float64 | PLAYER_FOULS_DRAWN_5_last_match_sum
float64 | PLAYER_GOALKEEPER_GOALS_CONCEDED_5_last_match_sum
float64 | PLAYER_GOALS_5_last_match_sum
float64 | PLAYER_GOALS_CONCEDED_5_last_match_sum
float64 | PLAYER_HIT_WOODWORK_5_last_match_sum
float64 | PLAYER_INTERCEPTIONS_5_last_match_sum
float64 | PLAYER_KEY_PASSES_5_last_match_sum
float64 | PLAYER_MINUTES_PLAYED_5_last_match_sum
float64 | PLAYER_OFFSIDES_5_last_match_sum
float64 | PLAYER_OWN_GOALS_5_last_match_sum
float64 | PLAYER_PASSES_5_last_match_sum
float64 | PLAYER_PENALTIES_COMMITTED_5_last_match_sum
float64 | PLAYER_PENALTIES_MISSES_5_last_match_sum
float64 | PLAYER_PENALTIES_SAVED_5_last_match_sum
float64 | PLAYER_PENALTIES_SCORED_5_last_match_sum
float64 | PLAYER_PENALTIES_WON_5_last_match_sum
float64 | PLAYER_REDCARDS_5_last_match_sum
float64 | PLAYER_SAVES_5_last_match_sum
float64 | PLAYER_SAVES_INSIDE_BOX_5_last_match_sum
float64 | PLAYER_SHOTS_BLOCKED_5_last_match_sum
float64 | PLAYER_SHOTS_ON_TARGET_5_last_match_sum
float64 | PLAYER_SHOTS_TOTAL_5_last_match_sum
float64 | PLAYER_STARTING_LINEUP_5_last_match_sum
float64 | PLAYER_SUCCESSFUL_DRIBBLES_5_last_match_sum
float64 | PLAYER_TACKLES_5_last_match_sum
float64 | PLAYER_TOTAL_CROSSES_5_last_match_sum
float64 | PLAYER_TOTAL_DUELS_5_last_match_sum
float64 | PLAYER_YELLOWCARDS_5_last_match_sum
float64 | PLAYER_PUNCHES_5_last_match_sum
null | PLAYER_LONG_BALLS_5_last_match_sum
null | PLAYER_LONG_BALLS_WON_5_last_match_sum
null | PLAYER_SHOTS_OFF_TARGET_5_last_match_sum
null | PLAYER_ACCURATE_CROSSES_5_last_match_average
float64 | PLAYER_ACCURATE_PASSES_5_last_match_average
float64 | PLAYER_ACCURATE_PASSES_PERCENTAGE_5_last_match_average
float64 | PLAYER_AERIALS_WON_5_last_match_average
float64 | PLAYER_ASSISTS_5_last_match_average
float64 | PLAYER_BIG_CHANCES_CREATED_5_last_match_average
float64 | PLAYER_BIG_CHANCES_MISSED_5_last_match_average
float64 | PLAYER_BLOCKED_SHOTS_5_last_match_average
float64 | PLAYER_CAPTAIN_5_last_match_average
null | PLAYER_CLEARANCES_5_last_match_average
float64 | PLAYER_CLEARANCE_OFFLINE_5_last_match_average
float64 | PLAYER_DISPOSSESSED_5_last_match_average
float64 | PLAYER_DRIBBLED_ATTEMPTS_5_last_match_average
float64 | PLAYER_DRIBBLED_PAST_5_last_match_average
float64 | PLAYER_DUELS_LOST_5_last_match_average
float64 | PLAYER_DUELS_WON_5_last_match_average
float64 | PLAYER_ERROR_LEAD_TO_GOAL_5_last_match_average
float64 | PLAYER_FOULS_5_last_match_average
float64 | PLAYER_FOULS_DRAWN_5_last_match_average
float64 | PLAYER_GOALKEEPER_GOALS_CONCEDED_5_last_match_average
float64 | PLAYER_GOALS_5_last_match_average
float64 | PLAYER_GOALS_CONCEDED_5_last_match_average
float64 | PLAYER_HIT_WOODWORK_5_last_match_average
float64 | PLAYER_INTERCEPTIONS_5_last_match_average
float64 | PLAYER_KEY_PASSES_5_last_match_average
float64 | PLAYER_MINUTES_PLAYED_5_last_match_average
float64 | PLAYER_OFFSIDES_5_last_match_average
float64 | PLAYER_OWN_GOALS_5_last_match_average
float64 | PLAYER_PASSES_5_last_match_average
float64 | PLAYER_PENALTIES_COMMITTED_5_last_match_average
float64 | PLAYER_PENALTIES_MISSES_5_last_match_average
float64 | PLAYER_PENALTIES_SAVED_5_last_match_average
float64 | PLAYER_PENALTIES_SCORED_5_last_match_average
float64 | PLAYER_PENALTIES_WON_5_last_match_average
float64 | PLAYER_RATING_5_last_match_average
float64 | PLAYER_REDCARDS_5_last_match_average
float64 | PLAYER_SAVES_5_last_match_average
float64 | PLAYER_SAVES_INSIDE_BOX_5_last_match_average
float64 | PLAYER_SHOTS_BLOCKED_5_last_match_average
float64 | PLAYER_SHOTS_ON_TARGET_5_last_match_average
float64 | PLAYER_SHOTS_TOTAL_5_last_match_average
float64 | PLAYER_STARTING_LINEUP_5_last_match_average
float64 | PLAYER_SUCCESSFUL_DRIBBLES_5_last_match_average
float64 | PLAYER_TACKLES_5_last_match_average
float64 | PLAYER_TOTAL_CROSSES_5_last_match_average
float64 | PLAYER_TOTAL_DUELS_5_last_match_average
float64 | PLAYER_YELLOWCARDS_5_last_match_average
float64 | PLAYER_PUNCHES_5_last_match_average
null | PLAYER_LONG_BALLS_5_last_match_average
null | PLAYER_LONG_BALLS_WON_5_last_match_average
null | PLAYER_SHOTS_OFF_TARGET_5_last_match_average
null | PLAYER_ACCURATE_CROSSES_5_last_match_std
float64 | PLAYER_ACCURATE_PASSES_5_last_match_std
float64 | PLAYER_ACCURATE_PASSES_PERCENTAGE_5_last_match_std
float64 | PLAYER_AERIALS_WON_5_last_match_std
float64 | PLAYER_ASSISTS_5_last_match_std
float64 | PLAYER_BIG_CHANCES_CREATED_5_last_match_std
float64 | PLAYER_BIG_CHANCES_MISSED_5_last_match_std
float64 | PLAYER_BLOCKED_SHOTS_5_last_match_std
float64 | PLAYER_CAPTAIN_5_last_match_std
null | PLAYER_CLEARANCES_5_last_match_std
float64 | PLAYER_CLEARANCE_OFFLINE_5_last_match_std
float64 | PLAYER_DISPOSSESSED_5_last_match_std
float64 | PLAYER_DRIBBLED_ATTEMPTS_5_last_match_std
float64 | PLAYER_DRIBBLED_PAST_5_last_match_std
float64 | PLAYER_DUELS_LOST_5_last_match_std
float64 | PLAYER_DUELS_WON_5_last_match_std
float64 | PLAYER_ERROR_LEAD_TO_GOAL_5_last_match_std
float64 | PLAYER_FOULS_5_last_match_std
float64 | PLAYER_FOULS_DRAWN_5_last_match_std
float64 | PLAYER_GOALKEEPER_GOALS_CONCEDED_5_last_match_std
float64 | PLAYER_GOALS_5_last_match_std
float64 | PLAYER_GOALS_CONCEDED_5_last_match_std
float64 | PLAYER_HIT_WOODWORK_5_last_match_std
float64 | PLAYER_INTERCEPTIONS_5_last_match_std
float64 | PLAYER_KEY_PASSES_5_last_match_std
float64 | PLAYER_MINUTES_PLAYED_5_last_match_std
float64 | PLAYER_OFFSIDES_5_last_match_std
float64 | PLAYER_OWN_GOALS_5_last_match_std
float64 | PLAYER_PASSES_5_last_match_std
float64 | PLAYER_PENALTIES_COMMITTED_5_last_match_std
float64 | PLAYER_PENALTIES_MISSES_5_last_match_std
float64 | PLAYER_PENALTIES_SAVED_5_last_match_std
float64 | PLAYER_PENALTIES_SCORED_5_last_match_std
float64 | PLAYER_PENALTIES_WON_5_last_match_std
float64 | PLAYER_RATING_5_last_match_std
float64 | PLAYER_REDCARDS_5_last_match_std
float64 | PLAYER_SAVES_5_last_match_std
float64 | PLAYER_SAVES_INSIDE_BOX_5_last_match_std
float64 | PLAYER_SHOTS_BLOCKED_5_last_match_std
float64 | PLAYER_SHOTS_ON_TARGET_5_last_match_std
float64 | PLAYER_SHOTS_TOTAL_5_last_match_std
float64 | PLAYER_STARTING_LINEUP_5_last_match_std
float64 | PLAYER_SUCCESSFUL_DRIBBLES_5_last_match_std
float64 | PLAYER_TACKLES_5_last_match_std
float64 | PLAYER_TOTAL_CROSSES_5_last_match_std
float64 | PLAYER_TOTAL_DUELS_5_last_match_std
float64 | PLAYER_YELLOWCARDS_5_last_match_std
float64 | PLAYER_PUNCHES_5_last_match_std
null | PLAYER_LONG_BALLS_5_last_match_std
null | PLAYER_LONG_BALLS_WON_5_last_match_std
null | PLAYER_SHOTS_OFF_TARGET_5_last_match_std
null |
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0 | Ligue 1 | Olympique Marseille | defender | Lucas Perrin | 0 | 19 | 20 | 0 | 0 | 12 | 6 | null | 18 | 0 | 0 | 5 | 23 | 20 | 23 | 0 | 28 | 13 | 0 | 0 | 16 | 0 | 34 | 0 | 23 | 0 | 0 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 4 | 23 | 12 | 9 | 0 | 23 | 40 | null | null | null | null | 0 | 53 | 85 | 57 | 0 | 0 | 25 | 17 | null | 44 | 0 | 0 | 9 | 55 | 61 | 59 | 0 | 56 | 30 | 0 | 0 | 25 | 0 | 62 | 0 | 75 | 0 | 0 | 56 | 0 | 0 | 0 | 0 | 0 | 65 | 0 | 0 | 0 | 20 | 0 | 9 | 75 | 16 | 31 | 0 | 70 | 50 | null | null | null | null | 0 | 67 | 12 | 71 | 0 | 0 | 32 | 30 | null | 59 | 0 | 0 | 19 | 50 | 62 | 63 | 0 | 55 | 33 | 0 | 0 | 49 | 0 | 67 | 0 | 70 | 0 | 0 | 71 | 0 | 0 | 0 | 0 | 0 | 64 | 0 | 0 | 0 | 30 | 0 | 41 | 70 | 33 | 51 | 0 | 79 | 99 | null | null | null | null | 0 | 39 | 40 | 0 | 0 | 14 | 12 | null | 35 | 0 | 0 | 7 | 35 | 42 | 42 | 0 | 52 | 25 | 0 | 0 | 30 | 0 | 66 | 0 | 60 | 0 | 0 | 41 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 0 | 7 | 60 | 13 | 20 | 0 | 52 | 50 | null | null | null | null | 0 | 49 | 85 | 50 | 0 | 0 | 17 | 15 | null | 44 | 0 | 0 | 9 | 44 | 53 | 53 | 0 | 56 | 31 | 0 | 0 | 25 | 0 | 62 | 0 | 75 | 0 | 0 | 52 | 0 | 0 | 0 | 0 | 0 | 61 | 0 | 0 | 0 | 15 | 0 | 9 | 75 | 16 | 26 | 0 | 66 | 50 | null | null | null | null | 0 | 60 | 9 | 60 | 0 | 0 | 29 | 27 | null | 42 | 0 | 0 | 19 | 46 | 83 | 63 | 0 | 55 | 33 | 0 | 0 | 49 | 0 | 67 | 0 | 70 | 0 | 0 | 60 | 0 | 0 | 0 | 0 | 0 | 64 | 0 | 0 | 0 | 24 | 0 | 32 | 70 | 30 | 46 | 0 | 79 | 99 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | midfielder | Kevin Strootman | 2 | 48 | 19 | 28 | 8 | 12 | 6 | null | 21 | 0 | 4 | 3 | 47 | 39 | 37 | 0 | 56 | 18 | 0 | 11 | 52 | 25 | 24 | 24 | 72 | 6 | 0 | 51 | 0 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 20 | 5 | 16 | 69 | 4 | 40 | 3 | 41 | 80 | null | null | null | null | 2 | 44 | 79 | 17 | 16 | 8 | 8 | 5 | null | 17 | 0 | 4 | 2 | 37 | 39 | 31 | 0 | 37 | 14 | 0 | 10 | 27 | 20 | 14 | 21 | 78 | 7 | 0 | 47 | 0 | 0 | 0 | 33 | 0 | 79 | 0 | 0 | 0 | 20 | 3 | 10 | 75 | 1 | 43 | 2 | 41 | 33 | null | null | null | null | 12 | 48 | 41 | 37 | 40 | 25 | 18 | 17 | null | 36 | 0 | 24 | 8 | 44 | 32 | 41 | 0 | 40 | 34 | 0 | 31 | 45 | 45 | 25 | 34 | 53 | 23 | 0 | 50 | 0 | 0 | 0 | 63 | 0 | 37 | 0 | 0 | 0 | 27 | 14 | 33 | 63 | 10 | 43 | 12 | 41 | 85 | null | null | null | null | 0 | 32 | 0 | 16 | 0 | 0 | 0 | null | 20 | 0 | 9 | 2 | 35 | 34 | 14 | 0 | 47 | 10 | 0 | 20 | 46 | 0 | 6 | 13 | 65 | 12 | 0 | 35 | 0 | 0 | 0 | 100 | 0 | 0 | 0 | 0 | 12 | 7 | 7 | 60 | 0 | 29 | 2 | 30 | 25 | null | null | null | null | 0 | 32 | 75 | 0 | 16 | 0 | 0 | 0 | null | 20 | 0 | 9 | 2 | 35 | 34 | 14 | 0 | 40 | 10 | 0 | 20 | 30 | 0 | 5 | 13 | 65 | 12 | 0 | 35 | 0 | 0 | 0 | 100 | 0 | 65 | 0 | 0 | 0 | 12 | 7 | 7 | 60 | 0 | 29 | 1 | 30 | 20 | null | null | null | null | 0 | 46 | 41 | 0 | 40 | 0 | 0 | 0 | null | 37 | 0 | 32 | 9 | 52 | 58 | 29 | 0 | 43 | 18 | 0 | 50 | 57 | 0 | 12 | 18 | 67 | 34 | 0 | 47 | 0 | 0 | 0 | 99 | 0 | 57 | 0 | 0 | 0 | 21 | 20 | 17 | 77 | 0 | 40 | 6 | 46 | 77 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | goalkeeper | Yohann Pelé | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 68 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 32 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 69 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 57 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | defender | Abdallah Ali Mohamed | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | null | Nemanja Radonjic | 8 | 11 | 4 | 0 | 0 | 12 | 0 | null | 6 | 0 | 19 | 27 | 9 | 25 | 24 | 0 | 31 | 18 | 0 | 0 | 60 | 25 | 6 | 10 | 28 | 6 | 0 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 17 | 16 | 23 | 44 | 9 | 6 | 27 | 20 | null | null | null | null | 6 | 9 | 68 | 3 | 0 | 0 | 7 | 0 | null | 4 | 0 | 17 | 15 | 6 | 23 | 19 | 0 | 19 | 12 | 0 | 0 | 28 | 19 | 3 | 8 | 28 | 6 | 0 | 12 | 0 | 0 | 0 | 0 | 0 | 51 | 0 | 0 | 0 | 12 | 8 | 9 | 23 | 18 | 9 | 4 | 24 | 7 | null | null | null | null | 18 | 22 | 47 | 9 | 0 | 0 | 18 | 0 | null | 12 | 0 | 51 | 54 | 22 | 38 | 38 | 0 | 33 | 26 | 0 | 0 | 46 | 43 | 15 | 22 | 47 | 22 | 0 | 26 | 0 | 0 | 0 | 0 | 0 | 62 | 0 | 0 | 0 | 34 | 22 | 40 | 62 | 54 | 17 | 15 | 47 | 48 | null | null | null | null | 12 | 10 | 2 | 0 | 0 | 14 | 0 | null | 0 | 0 | 23 | 27 | 0 | 23 | 23 | 0 | 23 | 20 | 0 | 0 | 69 | 33 | 0 | 13 | 38 | 12 | 0 | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 14 | 40 | 30 | 12 | 6 | 29 | 0 | null | null | null | null | 11 | 10 | 70 | 2 | 0 | 0 | 14 | 0 | null | 0 | 0 | 23 | 27 | 0 | 23 | 23 | 0 | 20 | 20 | 0 | 0 | 45 | 33 | 0 | 13 | 38 | 12 | 0 | 13 | 0 | 0 | 0 | 0 | 0 | 48 | 0 | 0 | 0 | 0 | 15 | 14 | 40 | 30 | 12 | 4 | 29 | 0 | null | null | null | null | 15 | 23 | 42 | 8 | 0 | 0 | 26 | 0 | null | 0 | 0 | 51 | 79 | 0 | 61 | 57 | 0 | 42 | 37 | 0 | 0 | 57 | 50 | 0 | 30 | 64 | 34 | 0 | 27 | 0 | 0 | 0 | 0 | 0 | 68 | 0 | 0 | 0 | 0 | 25 | 42 | 77 | 69 | 21 | 13 | 66 | 0 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | midfielder | Marley Aké | 0 | 1 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 3 | 9 | 3 | 1 | 0 | 0 | 2 | 0 | 0 | 44 | 0 | 3 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 4 | 0 | 0 | 3 | 0 | null | null | null | null | 0 | 1 | 100 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 2 | 9 | 5 | 1 | 0 | 0 | 2 | 0 | 0 | 30 | 0 | 2 | 0 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 27 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 0 | 0 | 4 | 0 | null | null | null | null | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 9 | 26 | 11 | 5 | 0 | 0 | 11 | 0 | 0 | 38 | 0 | 9 | 0 | 8 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 60 | 0 | 0 | 0 | 0 | 0 | 13 | 0 | 11 | 0 | 0 | 10 | 0 | null | null | null | null | 0 | 2 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 2 | 14 | 6 | 1 | 0 | 0 | 5 | 0 | 0 | 46 | 0 | 6 | 0 | 5 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 4 | 0 | null | null | null | null | 0 | 2 | 100 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 2 | 14 | 6 | 1 | 0 | 0 | 5 | 0 | 0 | 30 | 0 | 5 | 0 | 5 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 30 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 4 | 0 | null | null | null | null | 0 | 8 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 9 | 33 | 19 | 6 | 0 | 0 | 15 | 0 | 0 | 38 | 0 | 12 | 0 | 11 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 65 | 0 | 0 | 0 | 0 | 0 | 14 | 0 | 0 | 0 | 0 | 12 | 0 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | midfielder | Valentin Rongier | 8 | 58 | 16 | 14 | 8 | 0 | 6 | null | 10 | 0 | 19 | 13 | 61 | 30 | 53 | 0 | 37 | 29 | 0 | 0 | 64 | 0 | 55 | 45 | 71 | 0 | 0 | 61 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 66 | 11 | 38 | 69 | 28 | 53 | 8 | 43 | 40 | null | null | null | null | 7 | 53 | 78 | 15 | 8 | 8 | 0 | 5 | null | 8 | 0 | 19 | 8 | 48 | 30 | 44 | 0 | 25 | 22 | 0 | 0 | 33 | 0 | 33 | 41 | 77 | 0 | 0 | 57 | 0 | 0 | 0 | 0 | 0 | 89 | 0 | 0 | 0 | 69 | 6 | 24 | 75 | 12 | 58 | 6 | 43 | 16 | null | null | null | null | 25 | 51 | 23 | 20 | 29 | 25 | 0 | 17 | null | 16 | 0 | 33 | 18 | 62 | 36 | 51 | 0 | 27 | 23 | 0 | 0 | 47 | 0 | 38 | 49 | 56 | 0 | 0 | 54 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 0 | 63 | 19 | 51 | 63 | 27 | 53 | 29 | 48 | 67 | null | null | null | null | 0 | 61 | 21 | 0 | 0 | 0 | 12 | null | 14 | 0 | 14 | 15 | 78 | 39 | 60 | 0 | 35 | 30 | 0 | 0 | 69 | 0 | 60 | 22 | 100 | 0 | 0 | 68 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 87 | 7 | 29 | 100 | 21 | 79 | 2 | 61 | 50 | null | null | null | null | 0 | 61 | 82 | 21 | 0 | 0 | 0 | 12 | null | 14 | 0 | 14 | 15 | 78 | 39 | 60 | 0 | 30 | 30 | 0 | 0 | 45 | 0 | 45 | 22 | 100 | 0 | 0 | 68 | 0 | 0 | 0 | 0 | 0 | 84 | 0 | 0 | 0 | 87 | 7 | 29 | 100 | 21 | 79 | 1 | 61 | 40 | null | null | null | null | 0 | 25 | 7 | 16 | 0 | 0 | 0 | 25 | null | 14 | 0 | 32 | 17 | 71 | 56 | 43 | 0 | 27 | 15 | 0 | 0 | 57 | 0 | 36 | 23 | 0 | 0 | 0 | 23 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 54 | 20 | 36 | 0 | 22 | 47 | 6 | 32 | 94 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | defender | Bouna Sarr | 25 | 50 | 36 | 14 | 8 | 0 | 0 | null | 22 | 0 | 47 | 57 | 33 | 66 | 92 | 0 | 31 | 62 | 0 | 0 | 60 | 0 | 51 | 27 | 91 | 20 | 100 | 55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 33 | 11 | 30 | 92 | 68 | 61 | 56 | 83 | 20 | null | null | null | null | 19 | 42 | 76 | 31 | 7 | 7 | 0 | 0 | null | 17 | 0 | 43 | 32 | 23 | 61 | 71 | 0 | 19 | 42 | 0 | 0 | 28 | 0 | 28 | 22 | 91 | 19 | 23 | 47 | 0 | 0 | 0 | 0 | 0 | 86 | 0 | 0 | 0 | 32 | 5 | 18 | 92 | 28 | 61 | 38 | 77 | 7 | null | null | null | null | 31 | 32 | 28 | 29 | 28 | 24 | 0 | 0 | null | 21 | 0 | 74 | 61 | 20 | 38 | 33 | 0 | 30 | 42 | 0 | 0 | 46 | 0 | 36 | 29 | 25 | 48 | 48 | 32 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 40 | 19 | 45 | 39 | 63 | 53 | 64 | 34 | 48 | null | null | null | null | 25 | 40 | 27 | 0 | 0 | 0 | 0 | null | 11 | 0 | 19 | 52 | 21 | 41 | 69 | 0 | 29 | 35 | 0 | 0 | 61 | 0 | 66 | 9 | 96 | 25 | 0 | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 7 | 22 | 100 | 52 | 58 | 46 | 68 | 25 | null | null | null | null | 22 | 40 | 73 | 27 | 0 | 0 | 0 | 0 | null | 11 | 0 | 19 | 52 | 21 | 41 | 69 | 0 | 25 | 35 | 0 | 0 | 40 | 0 | 50 | 9 | 96 | 25 | 0 | 46 | 0 | 0 | 0 | 0 | 0 | 82 | 0 | 0 | 0 | 25 | 7 | 22 | 100 | 52 | 58 | 35 | 68 | 20 | null | null | null | null | 23 | 32 | 29 | 34 | 0 | 0 | 0 | 0 | null | 6 | 0 | 30 | 72 | 20 | 34 | 33 | 0 | 40 | 39 | 0 | 0 | 63 | 0 | 44 | 18 | 11 | 68 | 0 | 29 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 43 | 20 | 42 | 0 | 73 | 43 | 51 | 34 | 77 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | null | Maxime López | 8 | 64 | 1 | 42 | 0 | 0 | 0 | null | 0 | 0 | 11 | 30 | 42 | 36 | 23 | 0 | 28 | 8 | 0 | 0 | 64 | 0 | 13 | 40 | 68 | 6 | 0 | 65 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 11 | 16 | 76 | 44 | 19 | 13 | 32 | 40 | null | null | null | null | 6 | 54 | 85 | 1 | 23 | 0 | 0 | 0 | null | 0 | 0 | 10 | 17 | 30 | 33 | 17 | 0 | 17 | 5 | 0 | 0 | 30 | 0 | 7 | 33 | 68 | 6 | 0 | 55 | 0 | 0 | 0 | 0 | 0 | 71 | 0 | 0 | 0 | 12 | 5 | 9 | 76 | 18 | 19 | 9 | 29 | 15 | null | null | null | null | 24 | 74 | 18 | 5 | 45 | 0 | 0 | 0 | null | 0 | 0 | 21 | 53 | 41 | 39 | 33 | 0 | 24 | 20 | 0 | 0 | 43 | 0 | 17 | 50 | 55 | 22 | 0 | 77 | 0 | 0 | 0 | 0 | 0 | 46 | 0 | 0 | 0 | 34 | 19 | 32 | 62 | 67 | 27 | 33 | 41 | 65 | null | null | null | null | 6 | 42 | 2 | 33 | 0 | 0 | 0 | null | 0 | 0 | 9 | 17 | 42 | 28 | 14 | 0 | 23 | 0 | 0 | 0 | 61 | 0 | 6 | 27 | 67 | 12 | 0 | 45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 25 | 0 | 11 | 80 | 13 | 20 | 14 | 26 | 25 | null | null | null | null | 5 | 42 | 83 | 2 | 33 | 0 | 0 | 0 | null | 0 | 0 | 9 | 17 | 42 | 28 | 14 | 0 | 20 | 0 | 0 | 0 | 40 | 0 | 5 | 27 | 67 | 12 | 0 | 45 | 0 | 0 | 0 | 0 | 0 | 79 | 0 | 0 | 0 | 25 | 0 | 11 | 80 | 13 | 20 | 11 | 26 | 20 | null | null | null | null | 12 | 53 | 18 | 8 | 49 | 0 | 0 | 0 | null | 0 | 0 | 20 | 30 | 48 | 51 | 17 | 0 | 27 | 0 | 0 | 0 | 52 | 0 | 12 | 36 | 50 | 34 | 0 | 54 | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 43 | 0 | 29 | 63 | 28 | 29 | 32 | 32 | 77 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | null | Valère Germain | 5 | 19 | 31 | 14 | 8 | 0 | 12 | null | 18 | 0 | 19 | 5 | 38 | 40 | 37 | 0 | 25 | 21 | 0 | 22 | 64 | 0 | 13 | 8 | 62 | 6 | 0 | 23 | 0 | 0 | 0 | 0 | 100 | 0 | 0 | 0 | 40 | 23 | 30 | 61 | 4 | 21 | 12 | 41 | 20 | null | null | null | null | 4 | 16 | 66 | 27 | 7 | 7 | 0 | 10 | null | 13 | 0 | 17 | 2 | 27 | 37 | 28 | 0 | 15 | 14 | 0 | 18 | 30 | 0 | 7 | 6 | 62 | 6 | 0 | 20 | 0 | 0 | 0 | 0 | 69 | 79 | 0 | 0 | 0 | 38 | 11 | 18 | 61 | 1 | 21 | 8 | 38 | 7 | null | null | null | null | 15 | 21 | 28 | 21 | 28 | 24 | 0 | 22 | null | 25 | 0 | 48 | 12 | 30 | 37 | 22 | 0 | 25 | 26 | 0 | 41 | 45 | 0 | 17 | 21 | 57 | 22 | 0 | 25 | 0 | 0 | 0 | 0 | 83 | 36 | 0 | 0 | 0 | 40 | 32 | 59 | 71 | 9 | 32 | 23 | 33 | 48 | null | null | null | null | 6 | 12 | 24 | 0 | 0 | 0 | 12 | null | 14 | 0 | 23 | 0 | 35 | 38 | 20 | 0 | 23 | 10 | 0 | 0 | 69 | 0 | 13 | 4 | 57 | 0 | 0 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 0 | 3 | 60 | 0 | 8 | 14 | 36 | 0 | null | null | null | null | 5 | 12 | 63 | 24 | 0 | 0 | 0 | 12 | null | 14 | 0 | 23 | 0 | 35 | 38 | 20 | 0 | 20 | 10 | 0 | 0 | 45 | 0 | 10 | 4 | 57 | 0 | 0 | 16 | 0 | 0 | 0 | 0 | 0 | 61 | 0 | 0 | 0 | 12 | 0 | 3 | 60 | 0 | 8 | 11 | 36 | 0 | null | null | null | null | 12 | 18 | 31 | 29 | 0 | 0 | 0 | 25 | null | 17 | 0 | 63 | 0 | 26 | 65 | 26 | 0 | 35 | 18 | 0 | 0 | 57 | 0 | 15 | 15 | 66 | 0 | 0 | 21 | 0 | 0 | 0 | 0 | 0 | 53 | 0 | 0 | 0 | 21 | 0 | 14 | 77 | 0 | 13 | 22 | 42 | 0 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | null | Florian Chabrolle | 0 | 1 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 3 | 2 | 0 | 0 | 36 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | null | null | null | null | 0 | 2 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 3 | 0 | 0 | 2 | 1 | 0 | 3 | 3 | 0 | 0 | 28 | 0 | 0 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | null | null | null | null | 0 | 10 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 15 | 0 | 0 | 9 | 4 | 0 | 11 | 12 | 0 | 0 | 43 | 0 | 0 | 0 | 9 | 0 | 0 | 11 | 0 | 0 | 0 | 0 | 0 | 42 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 9 | 0 | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 61 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 40 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null |
0 | Ligue 1 | Olympique Marseille | goalkeeper | Steve Mandanda | 0 | 27 | 5 | 0 | 0 | 0 | 0 | null | 7 | 0 | 0 | 1 | 0 | 0 | 4 | 33 | 0 | 0 | 66 | 0 | 68 | 0 | 3 | 0 | 100 | 0 | 0 | 36 | 0 | 0 | 0 | 0 | 0 | 0 | 85 | 78 | 0 | 0 | 0 | 100 | 4 | 0 | 0 | 2 | 0 | null | null | null | null | 0 | 23 | 63 | 4 | 0 | 0 | 0 | 0 | null | 5 | 0 | 0 | 0 | 0 | 0 | 3 | 33 | 0 | 0 | 66 | 0 | 32 | 0 | 1 | 0 | 100 | 0 | 0 | 31 | 0 | 0 | 0 | 0 | 0 | 89 | 0 | 72 | 70 | 0 | 0 | 0 | 100 | 1 | 0 | 0 | 2 | 0 | null | null | null | null | 0 | 12 | 54 | 10 | 0 | 0 | 0 | 0 | null | 10 | 0 | 0 | 5 | 0 | 3 | 6 | 63 | 0 | 0 | 74 | 0 | 45 | 0 | 7 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 0 | 0 | 0 | 16 | 0 | 58 | 36 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 4 | 0 | null | null | null | null | 0 | 18 | 5 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 2 | 0 | 0 | 4 | 100 | 0 | 0 | 69 | 0 | 69 | 0 | 0 | 0 | 100 | 0 | 0 | 30 | 0 | 0 | 0 | 0 | 0 | 0 | 46 | 36 | 0 | 0 | 0 | 100 | 4 | 0 | 0 | 2 | 0 | null | null | null | null | 0 | 18 | 53 | 5 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 2 | 0 | 0 | 4 | 100 | 0 | 0 | 69 | 0 | 45 | 0 | 0 | 0 | 100 | 0 | 0 | 30 | 0 | 0 | 0 | 0 | 0 | 79 | 0 | 46 | 36 | 0 | 0 | 0 | 100 | 4 | 0 | 0 | 2 | 0 | null | null | null | null | 0 | 14 | 45 | 9 | 0 | 0 | 0 | 0 | null | 0 | 0 | 0 | 9 | 0 | 0 | 7 | 100 | 0 | 0 | 94 | 0 | 57 | 0 | 0 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 13 | 0 | 36 | 31 | 0 | 0 | 0 | 0 | 14 | 0 | 0 | 4 | 0 | null | null | null | null |
End of preview.
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
The ID column links tables in X_train, with Y_train and Y_train_supp. The same holds true for the test data.
Input team data sets comprise the following 3 identifier columns:
ID, LEAGUE and TEAM_NAME (note that LEAGUE and TEAM_NAME are not included in the test data) The following 25 statistics, which are aggregated by sum, average and standard deviation.
'TEAM_ATTACKS' 'TEAM_BALL_POSSESSION' 'TEAM_BALL_SAFE' 'TEAM_CORNERS' 'TEAM_DANGEROUS_ATTACKS' 'TEAM_FOULS' 'TEAM_GAME_DRAW' 'TEAM_GAME_LOST' 'TEAM_GAME_WON' 'TEAM_GOALS' 'TEAM_INJURIES' 'TEAM_OFFSIDES' 'TEAM_PASSES' 'TEAM_PENALTIES' 'TEAM_REDCARDS' 'TEAM_SAVES' 'TEAM_SHOTS_INSIDEBOX' 'TEAM_SHOTS_OFF_TARGET' 'TEAM_SHOTS_ON_TARGET', 'TEAM_SHOTS_OUTSIDEBOX' 'TEAM_SHOTS_TOTAL' 'TEAM_SUBSTITUTIONS' 'TEAM_SUCCESSFUL_PASSES' 'TEAM_SUCCESSFUL_PASSES_PERCENTAGE' 'TEAM_YELLOWCARDS' Input player data sets comprise the following 3 identifier columns:
ID, LEAGUE and TEAM_NAME, POSITION and PLAYER_NAME (note that LEAGUE, TEAM_NAME, and PLAYER_NAME are not included in the test data) 52 statistics, which are aggregated by sum, average and standard deviation. They are similar to the team statistics though more fine-grained.
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