Datasets:

bh2821
/

soccer_pred

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_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_SCORED_season_sum float64	PLAYER_PENALTIES_WON_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_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_SCORED_season_average float64	PLAYER_PENALTIES_WON_season_average float64	PLAYER_RATING_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_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_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_PASSES_5_last_match_sum float64	PLAYER_PENALTIES_SCORED_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_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_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_PASSES_5_last_match_average float64	PLAYER_PENALTIES_SCORED_5_last_match_average float64	PLAYER_RATING_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
Ligue 1	Olympique Marseille	defender	Lucas Perrin	0	19	20	0	0	12	6	null	18	0	5	23	20	23	0	28	13	0	0	16	0	34	0	23	0	0	20	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	9	55	61	59	0	56	30	0	0	25	0	62	0	75	0	0	56	0	0	65	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	14	12	null	35	0	7	35	42	42	0	52	25	0	0	30	0	66	0	60	0	41	0	0	0	12	0	7	60	13	20	0	52	50	null	null	null	null	0	49	85	50	0	17	15	null	44	0	9	44	53	53	0	56	31	0	0	25	0	62	0	75	0	52	0	61	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
Ligue 1	Olympique Marseille	midfielder	Kevin Strootman	2	48	19	28	8	12	6	null	21	4	3	47	39	37	0	56	18	0	11	52	25	24	24	72	6	0	51	33	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	4	2	37	39	31	0	37	14	0	10	27	20	14	21	78	7	0	47	33	0	79	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	null	20	9	2	35	34	14	0	47	10	0	20	46	0	6	13	65	12	35	100	0	0	12	7	7	60	0	29	2	30	25	null	null	null	null	0	32	75	0	16	0	0	null	20	9	2	35	34	14	0	40	10	0	20	30	0	5	13	65	12	35	100	65	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
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	68	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	32	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	null	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	null	null	null	null	0	0	null	0	0	0	0	null	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	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
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	4	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	25	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	null	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	null	null	null	null	0	0	null	0	0	0	0	null	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	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
Ligue 1	Olympique Marseille	null	Nemanja Radonjic	8	11	4	0	0	12	0	null	6	19	27	9	25	24	0	31	18	0	0	60	25	6	10	28	6	0	14	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	17	15	6	23	19	0	19	12	0	0	28	19	3	8	28	6	0	12	0	0	51	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	14	0	null	0	23	27	0	23	23	0	23	20	0	0	69	33	0	13	38	12	13	0	0	0	0	15	14	40	30	12	6	29	0	null	null	null	null	11	10	70	2	0	14	0	null	0	23	27	0	23	23	0	20	20	0	0	45	33	0	13	38	12	13	0	48	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
Ligue 1	Olympique Marseille	midfielder	Marley Aké	0	1	0	0	0	0	0	null	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	2	0	4	0	0	3	0	null	null	null	null	0	1	100	0	0	0	0	0	null	0	0	2	9	5	1	0	0	2	0	0	30	0	2	0	3	0	0	1	0	0	27	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	null	0	0	2	14	6	1	0	0	5	0	0	46	0	6	0	5	0	2	0	0	0	0	0	3	0	0	0	0	4	0	null	null	null	null	0	2	100	0	0	0	0	null	0	0	2	14	6	1	0	0	5	0	0	30	0	5	0	5	0	2	0	30	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
Ligue 1	Olympique Marseille	midfielder	Valentin Rongier	8	58	16	14	8	0	6	null	10	19	13	61	30	53	0	37	29	0	0	64	0	55	45	71	0	0	61	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	19	8	48	30	44	0	25	22	0	0	33	0	33	41	77	0	0	57	0	0	89	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	12	null	14	14	15	78	39	60	0	35	30	0	0	69	0	60	22	100	0	68	0	0	0	87	7	29	100	21	79	2	61	50	null	null	null	null	0	61	82	21	0	0	12	null	14	14	15	78	39	60	0	30	30	0	0	45	0	45	22	100	0	68	0	84	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
Ligue 1	Olympique Marseille	defender	Bouna Sarr	25	50	36	14	8	0	0	null	22	47	57	33	66	92	0	31	62	0	0	60	0	51	27	91	20	100	55	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	43	32	23	61	71	0	19	42	0	0	28	0	28	22	91	19	23	47	0	0	86	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	null	11	19	52	21	41	69	0	29	35	0	0	61	0	66	9	96	25	46	0	0	0	25	7	22	100	52	58	46	68	25	null	null	null	null	22	40	73	27	0	0	0	null	11	19	52	21	41	69	0	25	35	0	0	40	0	50	9	96	25	46	0	82	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
Ligue 1	Olympique Marseille	null	Maxime López	8	64	1	42	0	0	0	null	0	11	30	42	36	23	0	28	8	0	0	64	0	13	40	68	6	0	65	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	10	17	30	33	17	0	17	5	0	0	30	0	7	33	68	6	0	55	0	0	71	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	null	0	9	17	42	28	14	0	23	0	0	0	61	0	6	27	67	12	45	0	0	0	25	0	11	80	13	20	14	26	25	null	null	null	null	5	42	83	2	33	0	0	null	0	9	17	42	28	14	0	20	0	0	0	40	0	5	27	67	12	45	0	79	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
Ligue 1	Olympique Marseille	null	Valère Germain	5	19	31	14	8	0	12	null	18	19	5	38	40	37	0	25	21	0	22	64	0	13	8	62	6	0	23	0	100	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	17	2	27	37	28	0	15	14	0	18	30	0	7	6	62	6	0	20	0	69	79	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	12	null	14	23	0	35	38	20	0	23	10	0	0	69	0	13	4	57	0	16	0	0	0	12	0	3	60	0	8	14	36	0	null	null	null	null	5	12	63	24	0	0	12	null	14	23	0	35	38	20	0	20	10	0	0	45	0	10	4	57	0	16	0	61	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
Ligue 1	Olympique Marseille	null	Florian Chabrolle	0	1	0	0	0	0	0	null	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	1	0	null	null	null	null	0	2	null	0	0	0	0	0	null	0	3	0	0	2	1	0	3	3	0	0	28	0	0	0	2	0	0	2	0	0	10	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	null	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	null	null	null	null	0	0	null	0	0	0	0	null	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	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
Ligue 1	Olympique Marseille	goalkeeper	Steve Mandanda	0	27	5	0	0	0	0	null	7	0	1	0	0	4	33	0	0	66	0	68	0	3	0	100	0	0	36	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	3	33	0	0	66	0	32	0	1	0	100	0	0	31	0	0	89	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	null	0	0	2	0	0	4	100	0	0	69	0	69	0	0	0	100	0	30	0	46	36	0	0	0	100	4	0	0	2	0	null	null	null	null	0	18	53	5	0	0	0	null	0	0	2	0	0	4	100	0	0	69	0	45	0	0	0	100	0	30	0	79	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.

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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