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train · 70k rows

league stringclasses 7 values	season int64 2.01k 2.02k	window stringclasses 2 values	team_id int64 2 23.8k	team_name stringclasses 243 values	team_country stringclasses 7 values	dir stringclasses 2 values	player_id int64 6 937k	player_name stringlengths 2 28	player_age float64 12 1.78k ⌀	player_nation stringclasses 168 values	player_nation2 stringclasses 158 values	player_pos stringclasses 16 values	counter_team_id stringlengths 1 7	counter_team_name stringlengths 3 49	counter_team_country stringclasses 125 values	transfer_fee_amnt float64 0 550M ⌀	market_val_amnt float64 10k 160M ⌀	is_free bool 2 classes	is_loan bool 2 classes	is_loan_end bool 2 classes	is_retired bool 2 classes	transfer_id int64 68.5k 3.63M
GB1	2,009	s	985	Manchester United	England	in	33,544	Antonio Valencia	23	Ecuador	null	RB	1071	Wigan Athletic	England	18,800,000	null	false	false	false	false	310,832
GB1	2,009	s	985	Manchester United	England	in	62,049	Mame Diouf	21	Senegal	null	CF	687	Molde FK	Norway	4,500,000	1,600,000	false	false	false	false	319,841
GB1	2,009	s	985	Manchester United	England	in	43,261	Gabriel Obertan	20	France	Guadeloupe	AM	40	FC Girondins Bordeaux	France	4,000,000	400,000	false	false	false	false	315,185
GB1	2,009	s	985	Manchester United	England	in	1,397	Michael Owen	29	England	null	CF	762	Newcastle United	England	0	null	true	false	false	false	306,421
GB1	2,009	s	985	Manchester United	England	in	73,538	Scott Moffatt	18	England	null	CB	5242	Manchester United U18	England	null	null	false	false	false	false	339,015
GB1	2,009	s	985	Manchester United	England	in	42,411	Fraizer Campbell	21	England	Jamaica	CF	148	Tottenham Hotspur	England	null	700,000	false	true	true	false	301,497
GB1	2,009	s	985	Manchester United	England	in	73,538	Scott Moffatt	18	England	null	CB	2962	Altrincham FC	England	null	null	false	true	true	false	351,895
GB1	2,009	s	985	Manchester United	England	in	73,482	James Chester	20	Wales	England	CB	2262	Plymouth Argyle	England	null	1,200,000	false	true	true	false	373,518
GB1	2,009	s	985	Manchester United	England	in	73,491	Danny Drinkwater	20	England	null	CM	1110	Huddersfield Town	England	null	3,000,000	false	true	true	false	404,704
GB1	2,009	s	985	Manchester United	England	in	34,130	Tom Heaton	24	England	null	GK	2805	Wycombe Wanderers	England	null	1,000,000	false	true	true	false	432,238
GB1	2,009	s	985	Manchester United	England	in	73,484	Tom Cleverley	20	England	null	CM	1010	Watford FC	England	null	3,000,000	false	true	true	false	451,615
GB1	2,009	s	985	Manchester United	England	in	73,514	Sam Hewson	21	England	null	CM	2413	Bury FC	England	null	50,000	false	true	true	false	477,755
GB1	2,009	s	985	Manchester United	England	left	8,198	Cristiano Ronaldo	24	Portugal	null	CF	418	Real Madrid	Spain	94,000,000	45,000,000	false	false	false	false	308,498
GB1	2,009	s	985	Manchester United	England	left	42,411	Fraizer Campbell	21	England	Jamaica	CF	289	Sunderland AFC	England	4,100,000	700,000	false	false	false	false	316,117
GB1	2,009	s	985	Manchester United	England	left	64,484	Manucho	26	Angola	Portugal	CF	366	Real Valladolid CF	Spain	2,750,000	null	false	false	false	false	320,029
GB1	2,009	s	985	Manchester United	England	left	15,449	Lee Martin	22	England	null	AM	677	Ipswich Town	England	2,250,000	250,000	false	false	false	false	314,073
GB1	2,009	s	985	Manchester United	England	left	34,130	Tom Heaton	23	England	null	GK	1039	Queens Park Rangers	England	null	1,000,000	false	true	false	false	333,026
GB1	2,009	s	985	Manchester United	England	left	73,472	Ben Amos	19	England	null	GK	1072	Peterborough United	England	null	250,000	false	true	false	false	356,114
GB1	2,009	s	985	Manchester United	England	left	73,482	James Chester	20	Wales	England	CB	2262	Plymouth Argyle	England	null	1,200,000	false	true	false	false	346,673
GB1	2,009	s	985	Manchester United	England	left	37,678	David Gray	21	Scotland	null	RB	2262	Plymouth Argyle	England	null	null	false	true	false	false	345,386
GB1	2,009	s	985	Manchester United	England	left	73,538	Scott Moffatt	18	England	null	CB	2962	Altrincham FC	England	null	null	false	true	false	false	339,014
GB1	2,009	s	985	Manchester United	England	left	73,484	Tom Cleverley	20	England	null	CM	1010	Watford FC	England	null	3,000,000	false	true	false	false	334,881
GB1	2,009	s	985	Manchester United	England	left	73,491	Danny Drinkwater	19	England	null	CM	1110	Huddersfield Town	England	null	3,000,000	false	true	false	false	332,394
GB1	2,009	s	985	Manchester United	England	left	37,442	Danny Simpson	22	England	Jamaica	RB	762	Newcastle United	England	null	500,000	false	true	false	false	332,232
GB1	2,009	s	985	Manchester United	England	left	62,049	Mame Diouf	21	Senegal	null	CF	687	Molde FK	Norway	null	1,600,000	false	true	false	false	327,027
GB1	2,009	s	985	Manchester United	England	left	73,552	Rodrigo Possebon	20	Italy	Brazil	CM	1075	SC Braga	Portugal	null	null	false	true	false	false	311,183
GB1	2,009	s	31	Liverpool FC	England	in	3,881	Glen Johnson	24	England	null	RB	1020	Portsmouth FC	England	20,500,000	null	false	false	false	false	303,572
GB1	2,009	s	31	Liverpool FC	England	in	5,957	Alberto Aquilani	25	Italy	null	CM	12	AS Roma	Italy	20,000,000	null	false	false	false	false	329,599
GB1	2,009	s	31	Liverpool FC	England	in	9,706	Sotiris Kyrgiakos	30	Greece	null	CB	2441	AEK Athens	Greece	3,000,000	null	false	false	false	false	333,898
GB1	2,009	s	31	Liverpool FC	England	in	91,056	Lauri Dalla Valle	17	Finland	Italy	CF	6922	Liverpool FC U18	England	null	null	false	false	false	false	336,438
GB1	2,009	s	31	Liverpool FC	England	in	28,285	Dani Pacheco	18	Spain	null	LW	6922	Liverpool FC U18	England	null	200,000	false	false	false	false	469,561
GB1	2,009	s	31	Liverpool FC	England	in	29,933	Stephen Darby	21	England	null	RB	352	Swindon Town	England	null	null	false	true	true	false	442,205
GB1	2,009	s	31	Liverpool FC	England	in	57,071	Péter Gulácsi	20	Hungary	null	GK	1074	Tranmere Rovers	England	null	13,000,000	false	true	true	false	482,315
GB1	2,009	s	31	Liverpool FC	England	in	33,895	Jack Hobbs	20	England	null	CB	1003	Leicester City	England	null	null	false	true	true	false	453,040
GB1	2,009	s	31	Liverpool FC	England	in	33,823	Miki Roqué	20	Spain	null	CB	7077	FC Cartagena	Spain	null	null	false	true	true	false	214,599
GB1	2,009	s	31	Liverpool FC	England	in	45,606	Robbie Threlfall	21	England	null	LB	1027	Bradford City	England	null	null	false	true	true	false	420,587
GB1	2,009	s	31	Liverpool FC	England	in	52,111	Jay Spearing	21	England	null	DM	1003	Leicester City	England	null	600,000	false	true	true	false	420,585
GB1	2,009	s	31	Liverpool FC	England	in	88,983	Nathan Eccleston	19	England	null	CF	1110	Huddersfield Town	England	null	null	false	true	true	false	390,304
GB1	2,009	s	31	Liverpool FC	England	in	45,606	Robbie Threlfall	20	England	null	LB	1302	Northampton Town	England	null	null	false	true	true	false	351,509
GB1	2,009	s	31	Liverpool FC	England	in	1,075	Andriy Voronin	29	Ukraine	null	SS	44	Hertha BSC	Germany	null	null	false	true	true	false	226,363
GB1	2,009	s	31	Liverpool FC	England	in	39,256	Sebastián Leto	22	Argentina	null	LW	683	Olympiacos Piraeus	Greece	null	null	false	true	true	false	220,867
GB1	2,009	s	31	Liverpool FC	England	left	7,476	Xabi Alonso	27	Spain	null	DM	418	Real Madrid	Spain	34,500,000	null	false	false	false	false	328,524
GB1	2,009	s	31	Liverpool FC	England	left	39,256	Sebastián Leto	22	Argentina	null	LW	265	Panathinaikos Athens	Greece	4,000,000	null	false	false	false	false	310,934
GB1	2,009	s	31	Liverpool FC	England	left	28,260	Álvaro Arbeloa	26	Spain	null	RB	418	Real Madrid	Spain	4,000,000	null	false	false	false	false	325,814
GB1	2,009	s	31	Liverpool FC	England	left	5,470	Charles Itandje	26	Cameroon	France	GK	3391	AO Kavala	Greece	300,000	null	false	true	false	false	338,280
GB1	2,009	s	31	Liverpool FC	England	left	3,195	Jermaine Pennant	26	England	Jamaica	RW	142	Real Zaragoza	Spain	0	null	true	false	false	false	315,477
GB1	2,009	s	31	Liverpool FC	England	left	33,823	Miki Roqué	20	Spain	null	CB	2865	Real Betis B	Spain	0	null	true	false	false	false	312,738
GB1	2,009	s	31	Liverpool FC	England	left	3,470	Sami Hyypiä	35	Finland	null	CB	15	Bayer 04 Leverkusen	Germany	0	null	true	false	false	false	290,722
GB1	2,009	s	31	Liverpool FC	England	left	37,795	Astrit Ajdarevic	19	Albania	Sweden	CM	1003	Leicester City	England	0	150,000	true	false	false	false	455,338
GB1	2,009	s	31	Liverpool FC	England	left	33,895	Jack Hobbs	20	England	null	CB	1003	Leicester City	England	0	null	true	false	false	false	453,023
GB1	2,009	s	31	Liverpool FC	England	left	15,930	David Martin	23	England	null	GK	1074	Tranmere Rovers	England	null	250,000	false	true	false	false	353,202
GB1	2,009	s	31	Liverpool FC	England	left	45,606	Robbie Threlfall	20	England	null	LB	1089	Darlington FC (- 2012)	England	null	null	false	true	false	false	351,508
GB1	2,009	s	31	Liverpool FC	England	left	45,606	Robbie Threlfall	20	England	null	LB	1302	Northampton Town	England	null	null	false	true	false	false	334,873
GB1	2,009	s	31	Liverpool FC	England	left	50,962	András Simon	19	Hungary	null	CF	993	Córdoba CF	Spain	null	150,000	false	true	false	false	336,062
GB1	2,009	s	31	Liverpool FC	England	left	48,262	Krisztián Németh	20	Hungary	null	CF	2441	AEK Athens	Greece	null	350,000	false	true	false	false	336,059
GB1	2,009	s	31	Liverpool FC	England	left	33,821	Godwin Antwi	21	Ghana	Spain	CB	515	Without Club	Without Club	null	50,000	false	false	false	false	329,837
GB1	2,009	s	31	Liverpool FC	England	left	32,686	Ryan Crowther	20	England	null	RW	515	Without Club	Without Club	null	null	false	false	false	false	333,774
GB1	2,009	s	631	Chelsea FC	England	in	16,760	Yuri Zhirkov	25	Russia	null	LB	2410	CSKA Moscow	Russia	21,000,000	300,000	false	false	false	false	314,089
GB1	2,009	s	631	Chelsea FC	England	in	47,082	Daniel Sturridge	19	England	null	CF	281	Manchester City	England	7,250,000	2,000,000	false	false	false	false	307,097
GB1	2,009	s	631	Chelsea FC	England	in	74,683	Nemanja Matic	21	Serbia	Slovakia	DM	779	MFK Košice	Slovakia	1,750,000	8,000,000	false	false	false	false	333,654
GB1	2,009	s	631	Chelsea FC	England	in	29,159	Ross Turnbull	24	England	null	GK	641	Middlesbrough FC	England	0	null	true	false	false	false	311,200
GB1	2,009	s	631	Chelsea FC	England	in	88,721	Jeffrey Bruma	17	Netherlands	Suriname	CB	6918	Chelsea FC U18	England	null	1,000,000	false	false	false	false	352,308
GB1	2,009	s	631	Chelsea FC	England	in	96,754	Fabio Borini	18	Italy	null	LW	6918	Chelsea FC U18	England	null	3,500,000	false	false	false	false	352,311
GB1	2,009	s	631	Chelsea FC	England	in	52,119	Patrick van Aanholt	18	Netherlands	Curacao	LB	6918	Chelsea FC U18	England	null	6,500,000	false	false	false	false	191,451
GB1	2,009	s	631	Chelsea FC	England	in	40,436	Ben Sahar	19	Israel	Poland	CF	642	De Graafschap Doetinchem	Netherlands	null	450,000	false	true	true	false	253,647
GB1	2,009	s	631	Chelsea FC	England	in	59,783	Franco Di Santo	21	Argentina	Italy	CF	164	Blackburn Rovers	England	null	1,000,000	false	true	true	false	409,998
GB1	2,009	s	631	Chelsea FC	England	in	31,552	Scott Sinclair	21	England	Jamaica	LW	1071	Wigan Athletic	England	null	1,500,000	false	true	true	false	410,098
GB1	2,009	s	631	Chelsea FC	England	in	38,100	Michael Mancienne	22	England	Seychelles	CB	543	Wolverhampton Wanderers	England	null	400,000	false	true	true	false	410,099
GB1	2,009	s	631	Chelsea FC	England	in	40,611	Ryan Bertrand	20	England	Egypt	LB	1032	Reading FC	England	null	8,000,000	false	true	true	false	543,299
GB1	2,009	s	631	Chelsea FC	England	in	3,522	Andriy Shevchenko	32	Ukraine	null	CF	5	AC Milan	Italy	null	null	false	true	true	false	224,101
GB1	2,009	s	631	Chelsea FC	England	in	532	Claudio Pizarro	30	Peru	Italy	CF	86	SV Werder Bremen	Germany	null	null	false	true	true	false	717,093
GB1	2,009	s	631	Chelsea FC	England	left	532	Claudio Pizarro	30	Peru	Italy	CF	86	SV Werder Bremen	Germany	2,000,000	null	false	false	false	false	717,092
GB1	2,009	s	631	Chelsea FC	England	left	40,436	Ben Sahar	19	Israel	Poland	CF	714	RCD Espanyol Barcelona	Spain	1,000,000	450,000	false	false	false	false	306,205
GB1	2,009	s	631	Chelsea FC	England	left	45,559	Miroslav Stoch	19	Slovakia	null	LW	317	Twente Enschede FC	Netherlands	800,000	450,000	false	true	false	false	319,182
GB1	2,009	s	631	Chelsea FC	England	left	35,198	Mineiro	34	Brazil	null	DM	33	FC Schalke 04	Germany	0	null	true	false	false	false	312,591
GB1	2,009	s	631	Chelsea FC	England	left	3,522	Andriy Shevchenko	32	Ukraine	null	CF	338	Dynamo Kyiv	Ukraine	0	null	true	false	false	false	337,702
GB1	2,009	s	631	Chelsea FC	England	left	38,100	Michael Mancienne	21	England	Seychelles	CB	543	Wolverhampton Wanderers	England	null	400,000	false	true	false	false	331,906
GB1	2,009	s	631	Chelsea FC	England	left	52,119	Patrick van Aanholt	18	Netherlands	Curacao	LB	990	Coventry City	England	null	6,500,000	false	true	false	false	330,759
GB1	2,009	s	631	Chelsea FC	England	left	59,783	Franco Di Santo	20	Argentina	Italy	CF	164	Blackburn Rovers	England	null	1,000,000	false	true	false	false	328,080
GB1	2,009	s	631	Chelsea FC	England	left	40,611	Ryan Bertrand	19	England	Egypt	LB	1032	Reading FC	England	null	8,000,000	false	true	false	false	321,295
GB1	2,009	s	631	Chelsea FC	England	left	45,558	Lee Sawyer	19	England	null	CM	2793	Southend United	England	null	null	false	true	false	false	318,247
GB1	2,009	s	631	Chelsea FC	England	left	31,552	Scott Sinclair	20	England	Jamaica	LW	1071	Wigan Athletic	England	null	1,500,000	false	true	false	false	329,830
GB1	2,009	s	631	Chelsea FC	England	left	4,188	Ricardo Quaresma	25	Portugal	null	RW	46	FC Internazionale	Italy	null	300,000	false	true	true	false	264,022
GB1	2,009	s	11	Arsenal FC	England	in	15,904	Thomas Vermaelen	23	Belgium	null	CB	610	Ajax Amsterdam	Netherlands	12,000,000	900,000	false	false	false	false	304,629
GB1	2,009	s	11	Arsenal FC	England	in	67,430	Sanchez Watt	18	England	Jamaica	LW	5679	Arsenal FC U18	England	null	null	false	false	false	false	461,226
GB1	2,009	s	11	Arsenal FC	England	in	27,969	Jay Emmanuel-Thomas	18	England	St. Lucia	CF	5679	Arsenal FC U18	England	null	500,000	false	false	false	false	68,451
GB1	2,009	s	11	Arsenal FC	England	in	44,793	Gavin Hoyte	18	Trinidad and Tobago	England	RB	1010	Watford FC	England	null	null	false	true	true	false	311,661
GB1	2,009	s	11	Arsenal FC	England	in	4,277	Philippe Senderos	24	Switzerland	Spain	CB	5	AC Milan	Italy	null	null	false	true	true	false	224,282
GB1	2,009	s	11	Arsenal FC	England	in	4,277	Philippe Senderos	25	Switzerland	Spain	CB	29	Everton FC	England	null	null	false	true	true	false	381,919
GB1	2,009	s	11	Arsenal FC	England	in	44,058	Wojciech Szczesny	20	Poland	null	GK	1148	Brentford FC	England	null	15,000,000	false	true	true	false	387,096
GB1	2,009	s	11	Arsenal FC	England	in	44,794	Henri Lansbury	19	England	null	CM	1010	Watford FC	England	null	1,000,000	false	true	true	false	410,580
GB1	2,009	s	11	Arsenal FC	England	in	74,223	Jack Wilshere	18	England	null	CM	355	Bolton Wanderers	England	null	2,000,000	false	true	true	false	420,606
GB1	2,009	s	11	Arsenal FC	England	in	34,562	Kerrea Gilbert	23	England	null	RB	1072	Peterborough United	England	null	null	false	true	true	false	440,644
GB1	2,009	s	11	Arsenal FC	England	in	67,430	Sanchez Watt	19	England	Jamaica	LW	399	Leeds United	England	null	null	false	true	true	false	455,130
GB1	2,009	s	11	Arsenal FC	England	in	26,239	Pedro Botelho	19	Brazil	null	LB	1087	UD Salamanca (- 2013)	Spain	null	550,000	false	true	true	false	199,620
GB1	2,009	s	11	Arsenal FC	England	left	8,883	Emmanuel Adebayor	25	Togo	Nigeria	CF	281	Manchester City	England	29,000,000	null	false	false	false	false	321,072
GB1	2,009	s	11	Arsenal FC	England	left	3,202	Kolo Touré	28	Cote d'Ivoire	null	CB	281	Manchester City	England	18,700,000	null	false	false	false	false	326,065
GB1	2,009	s	11	Arsenal FC	England	left	32,950	Amaury Bischoff	22	Portugal	France	CM	2990	Académica Coimbra	Portugal	0	null	true	false	false	false	310,420
GB1	2,009	s	11	Arsenal FC	England	left	44,802	Rene Steer	19	England	null	LB	1078	Oldham Athletic	England	null	null	false	true	false	false	310,684
GB1	2,009	s	11	Arsenal FC	England	left	44,794	Henri Lansbury	18	England	null	CM	1010	Watford FC	England	null	1,000,000	false	true	false	false	334,837

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Size of the auto-converted Parquet files:

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Number of rows:

70,006