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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	1,071	Wigan Athletic	England	in	38,558	Tomasz Cywka	21	Poland	null	DM	22	Derby County	England	null	125,000	false	true	true	false	420,600
GB1	2,009	s	1,071	Wigan Athletic	England	in	21,567	Rachid Bouaouzan	25	Netherlands	Morocco	LM	467	NEC Nijmegen	Netherlands	null	null	false	true	true	false	224,589
GB1	2,009	s	1,071	Wigan Athletic	England	left	33,544	Antonio Valencia	23	Ecuador	null	RB	985	Manchester United	England	18,800,000	null	false	false	false	false	310,832
GB1	2,009	s	1,071	Wigan Athletic	England	left	37,363	Lee Cattermole	21	England	null	DM	289	Sunderland AFC	England	7,000,000	null	false	false	false	false	331,746
GB1	2,009	s	1,071	Wigan Athletic	England	left	57,493	Lewis Montrose	20	England	Barbados	CM	2805	Wycombe Wanderers	England	0	null	true	false	false	false	307,146
GB1	2,009	s	1,071	Wigan Athletic	England	left	13,509	Michael Brown	32	England	null	CM	1020	Portsmouth FC	England	0	null	true	false	false	false	337,454
GB1	2,009	s	1,071	Wigan Athletic	England	left	14,081	Ben Watson	24	England	null	CM	1039	Queens Park Rangers	England	null	250,000	false	true	false	false	338,814
GB1	2,009	s	1,071	Wigan Athletic	England	left	61,708	Craig Mahon	20	Ireland	null	LW	515	Without Club	Without Club	null	null	false	false	false	false	502,377
GB1	2,009	s	1,071	Wigan Athletic	England	left	14,037	Marlon King	29	Jamaica	England	CF	515	Without Club	Without Club	null	null	false	false	false	false	355,889
GB1	2,009	s	1,071	Wigan Athletic	England	left	3,900	Henri Camara	32	Senegal	France	CF	515	Without Club	Without Club	null	null	false	false	false	false	312,714
GB1	2,009	s	1,071	Wigan Athletic	England	left	5,489	Antoine Sibierski	34	France	Poland	AM	Retired	Retired	Retired	null	null	false	false	false	true	312,707
GB1	2,009	s	1,071	Wigan Athletic	England	left	31,552	Scott Sinclair	21	England	Jamaica	LW	631	Chelsea FC	England	null	1,500,000	false	true	true	false	410,098
GB1	2,009	s	1,071	Wigan Athletic	England	left	38,178	Amr Zaki	26	Egypt	null	CF	664	Zamalek SC	Egypt	null	null	false	true	true	false	212,484
GB1	2,009	s	512	Stoke City	England	in	2,998	Robert Huth	24	Germany	null	CB	641	Middlesbrough FC	England	7,000,000	null	false	false	false	false	337,088
GB1	2,009	s	512	Stoke City	England	in	6,934	Tuncay Sanli	27	Turkey	null	LW	641	Middlesbrough FC	England	5,700,000	null	false	false	false	false	337,086
GB1	2,009	s	512	Stoke City	England	in	13,683	Dean Whitehead	27	England	null	CM	289	Sunderland AFC	England	3,500,000	null	false	false	false	false	323,917
GB1	2,009	s	512	Stoke City	England	in	26,183	Danny Collins	29	Wales	England	CB	289	Sunderland AFC	England	3,100,000	null	false	false	false	false	338,789
GB1	2,009	s	512	Stoke City	England	in	72,645	Diego Arismendi	21	Uruguay	Italy	DM	866	Club Nacional	Uruguay	3,000,000	100,000	false	false	false	false	338,663
GB1	2,009	s	512	Stoke City	England	in	118,564	Matty Lund	18	Northern Ireland	England	CM	12804	Crewe Alexandra U18	England	0	300,000	true	false	false	false	332,136
GB1	2,009	s	512	Stoke City	England	in	118,567	Ben Marshall	18	England	null	RM	12804	Crewe Alexandra U18	England	0	1,200,000	true	false	false	false	332,135
GB1	2,009	s	512	Stoke City	England	in	144,299	Warwick Alexander	17	England	null	attack	14494	Stoke City U18	England	null	null	false	false	false	false	895,544
GB1	2,009	s	512	Stoke City	England	in	15,910	Tom Soares	23	England	Barbados	CM	1035	Sheffield Wednesday	England	null	250,000	false	true	true	false	420,599
GB1	2,009	s	512	Stoke City	England	in	118,567	Ben Marshall	19	England	null	RM	1220	Carlisle United	England	null	1,200,000	false	true	true	false	420,604
GB1	2,009	s	512	Stoke City	England	in	13,544	Michael Tonge	27	England	null	CM	22	Derby County	England	null	null	false	true	true	false	420,614
GB1	2,009	s	512	Stoke City	England	in	3,583	Steve Simonsen	31	England	Denmark	GK	350	Sheffield United	England	null	null	false	true	true	false	420,615
GB1	2,009	s	512	Stoke City	England	in	92,109	Ryan Shotton	21	England	null	CB	349	Barnsley FC	England	null	400,000	false	true	true	false	420,617
GB1	2,009	s	512	Stoke City	England	in	34,337	Carl Dickinson	23	England	null	LB	349	Barnsley FC	England	null	null	false	true	true	false	420,622
GB1	2,009	s	512	Stoke City	England	in	72,645	Diego Arismendi	22	Uruguay	Italy	DM	1237	Brighton & Hove Albion	England	null	100,000	false	true	true	false	397,425
GB1	2,009	s	512	Stoke City	England	in	118,567	Ben Marshall	18	England	null	RM	1302	Northampton Town	England	null	1,200,000	false	true	true	false	358,952
GB1	2,009	s	512	Stoke City	England	left	18,719	Seyi Olofinjana	29	Nigeria	null	CM	3008	Hull City	England	3,500,000	null	false	false	false	false	329,881
GB1	2,009	s	512	Stoke City	England	left	69,501	Andy Owens	19	England	null	CF	4295	Stafford Rangers	England	0	null	true	false	false	false	470,764
GB1	2,009	s	512	Stoke City	England	left	85,683	Tom Thorley	19	England	null	CM	4295	Stafford Rangers	England	0	null	true	false	false	false	880,012
GB1	2,009	s	512	Stoke City	England	left	118,567	Ben Marshall	18	England	null	RM	1302	Northampton Town	England	null	1,200,000	false	true	false	false	332,134
GB1	2,009	s	512	Stoke City	England	left	85,682	Danzelle St Louis-Hamilton	19	England	null	GK	4079	Vauxhall Motors FC	England	null	null	false	true	false	false	325,813
GB1	2,009	s	512	Stoke City	England	left	36,813	Ibrahima Sonko	28	Senegal	France	CB	3008	Hull City	England	null	null	false	true	false	false	338,951
GB1	2,009	s	512	Stoke City	England	left	3,869	Andrew Davies	24	England	null	CB	350	Sheffield United	England	null	null	false	true	false	false	345,313
GB1	2,009	s	512	Stoke City	England	left	92,109	Ryan Shotton	20	England	null	CB	349	Barnsley FC	England	null	400,000	false	true	false	false	346,634
GB1	2,009	s	512	Stoke City	England	left	34,337	Carl Dickinson	22	England	null	LB	349	Barnsley FC	England	null	null	false	true	false	false	346,642
GB1	2,009	s	512	Stoke City	England	left	14,002	Richard Cresswell	32	England	null	CF	350	Sheffield United	England	null	null	false	true	false	false	852,879
GB1	2,009	s	512	Stoke City	England	left	85,669	Marc Grocott	19	England	null	CF	515	Without Club	Without Club	null	null	false	false	false	false	313,682
GB1	2,009	s	512	Stoke City	England	left	3,765	Dominic Matteo	35	Scotland	England	LB	Retired	Retired	Retired	null	null	false	false	false	true	332,133
GB1	2,009	s	512	Stoke City	England	left	3,970	Vincent Péricard	26	France	Cameroon	CF	515	Without Club	Without Club	null	null	false	false	false	false	319,202
GB1	2,009	s	355	Bolton Wanderers	England	in	4,012	Zat Knight	29	England	null	CB	405	Aston Villa	England	4,700,000	null	false	false	false	false	324,162
GB1	2,009	s	355	Bolton Wanderers	England	in	81,801	Chung-yong Lee	21	Korea, South	null	RW	6500	FC Seoul	Korea, South	2,500,000	650,000	false	false	false	false	332,132
GB1	2,009	s	355	Bolton Wanderers	England	in	30,434	Sam Ricketts	27	Wales	England	RB	3008	Hull City	England	2,400,000	null	false	false	false	false	324,163
GB1	2,009	s	355	Bolton Wanderers	England	in	128,285	Mark Connolly	17	Ireland	null	CB	12801	Wolverhampton Wanderers U18	England	1,200,000	400,000	false	false	false	false	453,323
GB1	2,009	s	355	Bolton Wanderers	England	in	4,036	Sean Davis	29	England	null	DM	1020	Portsmouth FC	England	0	null	true	false	false	false	310,868
GB1	2,009	s	355	Bolton Wanderers	England	in	14,063	Paul Robinson	30	England	null	CB	984	West Bromwich Albion	England	null	null	false	true	false	false	316,653
GB1	2,009	s	355	Bolton Wanderers	England	in	690	Ivan Klasnic	29	Croatia	null	CF	995	FC Nantes	France	null	null	false	true	false	false	338,867
GB1	2,009	s	355	Bolton Wanderers	England	in	128,241	Stuart McDonald	null	null	null	CM	9259	Bolton Wanderers U23	England	null	null	false	false	false	false	895,363
GB1	2,009	s	355	Bolton Wanderers	England	in	128,227	Rhys Bennett	17	England	Jamaica	CB	6915	Bolton Wanderers U18	England	null	150,000	false	false	false	false	728,602
GB1	2,009	s	355	Bolton Wanderers	England	in	125,119	Chris Stokes	18	England	null	CB	6915	Bolton Wanderers U18	England	null	150,000	false	false	false	false	605,014
GB1	2,009	s	355	Bolton Wanderers	England	in	125,158	Michael O'Halloran	18	Scotland	null	LW	6915	Bolton Wanderers U18	England	null	350,000	false	false	false	false	384,441
GB1	2,009	s	355	Bolton Wanderers	England	in	124,172	Danny Ward	17	England	null	CF	6915	Bolton Wanderers U18	England	null	1,000,000	false	false	false	false	334,009
GB1	2,009	s	355	Bolton Wanderers	England	in	55,247	Ádám Bogdán	22	Hungary	null	GK	1042	Crewe Alexandra	England	null	400,000	false	true	true	false	368,260
GB1	2,009	s	355	Bolton Wanderers	England	in	128,285	Mark Connolly	18	Ireland	null	CB	2578	St. Johnstone FC	Scotland	null	400,000	false	true	true	false	386,972
GB1	2,009	s	355	Bolton Wanderers	England	in	65,692	Tope Obadeyi	20	England	Nigeria	LW	1088	Rochdale AFC	England	null	null	false	true	true	false	411,058
GB1	2,009	s	355	Bolton Wanderers	England	in	16,835	Nicky Hunt	26	England	null	CB	22	Derby County	England	null	null	false	true	true	false	420,621
GB1	2,009	s	355	Bolton Wanderers	England	in	124,172	Danny Ward	18	England	null	CF	352	Swindon Town	England	null	1,000,000	false	true	true	false	420,632
GB1	2,009	s	355	Bolton Wanderers	England	in	65,694	Sam Sheridan	19	Ireland	England	CM	2962	Altrincham FC	England	null	null	false	true	true	false	613,097
GB1	2,009	s	355	Bolton Wanderers	England	in	9,967	Blerim Dzemaili	23	Switzerland	North Macedonia	CM	416	Torino FC	Italy	null	300,000	false	true	true	false	226,268
GB1	2,009	s	355	Bolton Wanderers	England	left	9,967	Blerim Dzemaili	23	Switzerland	North Macedonia	CM	416	Torino FC	Italy	2,000,000	300,000	false	false	false	false	286,697
GB1	2,009	s	355	Bolton Wanderers	England	left	65,694	Sam Sheridan	19	Ireland	England	CM	2962	Altrincham FC	England	null	null	false	true	false	false	613,096
GB1	2,009	s	355	Bolton Wanderers	England	left	65,692	Tope Obadeyi	19	England	Nigeria	LW	352	Swindon Town	England	null	null	false	true	false	false	332,826
GB1	2,009	s	355	Bolton Wanderers	England	left	55,247	Ádám Bogdán	21	Hungary	null	GK	1042	Crewe Alexandra	England	null	400,000	false	true	false	false	348,514
GB1	2,009	s	355	Bolton Wanderers	England	left	50,350	James Sinclair	21	England	Northern Ireland	RB	515	Without Club	Without Club	null	null	false	false	false	false	316,171
GB1	2,009	s	355	Bolton Wanderers	England	left	74,223	Jack Wilshere	18	England	null	CM	11	Arsenal FC	England	null	2,000,000	false	true	true	false	420,606
GB1	2,009	s	355	Bolton Wanderers	England	left	5,518	Ariza Makukula	28	Portugal	DR Congo	CF	294	SL Benfica	Portugal	null	null	false	true	true	false	294,075
GB1	2,009	s	355	Bolton Wanderers	England	left	5,667	Sébastien Puygrenier	27	France	null	CB	964	Zenit St. Petersburg	Russia	null	null	false	true	true	false	255,185
GB1	2,009	s	355	Bolton Wanderers	England	left	4,388	Ebi Smolarek	28	Poland	Netherlands	CF	630	Racing Santander	Spain	null	null	false	true	true	false	224,933
GB1	2,009	s	1,020	Portsmouth FC	England	in	16,922	Kevin-Prince Boateng	22	Ghana	Germany	AM	148	Tottenham Hotspur	England	4,500,000	2,000,000	false	false	false	false	337,574
GB1	2,009	s	1,020	Portsmouth FC	England	in	10,642	Mike Williamson	25	England	null	CB	1010	Watford FC	England	2,300,000	null	false	false	false	false	338,963
GB1	2,009	s	1,020	Portsmouth FC	England	in	12,401	Tommy Smith	29	England	null	CF	1010	Watford FC	England	2,000,000	null	false	false	false	false	336,850
GB1	2,009	s	1,020	Portsmouth FC	England	in	9,597	Aruna Dindane	28	Cote d'Ivoire	null	SS	826	RC Lens	France	500,000	null	false	true	false	false	337,572
GB1	2,009	s	1,020	Portsmouth FC	England	in	5,683	Frédéric Piquionne	30	Martinique	France	CF	1041	Olympique Lyon	France	500,000	null	false	true	false	false	329,515
GB1	2,009	s	1,020	Portsmouth FC	England	in	12,351	Hassan Yebda	25	Algeria	France	CM	294	SL Benfica	Portugal	480,000	null	false	true	false	false	338,679
GB1	2,009	s	1,020	Portsmouth FC	England	in	4,756	Aaron Mokoena	28	South Africa	null	CB	164	Blackburn Rovers	England	0	null	true	false	false	false	295,509
GB1	2,009	s	1,020	Portsmouth FC	England	in	20,714	Tal Ben Haim	27	Israel	null	CB	281	Manchester City	England	0	null	true	false	false	false	339,126
GB1	2,009	s	1,020	Portsmouth FC	England	in	13,509	Michael Brown	32	England	null	CM	1071	Wigan Athletic	England	0	null	true	false	false	false	337,454
GB1	2,009	s	1,020	Portsmouth FC	England	in	4,038	Steve Finnan	33	Ireland	null	RB	714	RCD Espanyol Barcelona	Spain	0	null	true	false	false	false	324,890
GB1	2,009	s	1,020	Portsmouth FC	England	in	38,090	Jamie O'Hara	22	England	null	CM	148	Tottenham Hotspur	England	null	null	false	true	false	false	337,575
GB1	2,009	s	1,020	Portsmouth FC	England	in	15,844	Anthony Vanden Borre	21	Belgium	DR Congo	RB	252	Genoa CFC	Italy	null	100,000	false	true	false	false	331,331
GB1	2,009	s	1,020	Portsmouth FC	England	in	3,101	Antti Niemi	37	Finland	null	GK	2113	Career break	Career break	null	null	false	false	false	false	330,313
GB1	2,009	s	1,020	Portsmouth FC	England	in	126,714	Tom Kilbey	18	England	null	DM	6939	Portsmouth FC U18	England	null	null	false	false	false	false	466,852
GB1	2,009	s	1,020	Portsmouth FC	England	in	3,551	Danny Webber	27	England	null	CF	515	Without Club	Without Club	null	null	false	false	false	false	342,347
GB1	2,009	s	1,020	Portsmouth FC	England	in	55,504	Paris Cowan-Hall	18	England	Jamaica	RW	6939	Portsmouth FC U18	England	null	150,000	false	false	false	false	349,878
GB1	2,009	s	1,020	Portsmouth FC	England	in	118,779	Marlon Pack	18	England	null	CM	6939	Portsmouth FC U18	England	null	2,700,000	false	false	false	false	377,129
GB1	2,009	s	1,020	Portsmouth FC	England	in	129,013	Luke Wilkinson	17	England	null	CB	6939	Portsmouth FC U18	England	null	null	false	false	false	false	446,045
GB1	2,009	s	1,020	Portsmouth FC	England	in	3,598	Djimi Traoré	29	Mali	France	CB	337	Birmingham City	England	null	null	false	true	true	false	304,149
GB1	2,009	s	1,020	Portsmouth FC	England	in	126,714	Tom Kilbey	18	England	null	DM	3696	Dagenham & Redbridge FC	England	null	null	false	true	true	false	466,851
GB1	2,009	s	1,020	Portsmouth FC	England	in	55,504	Paris Cowan-Hall	19	England	Jamaica	RW	1034	Grimsby Town	England	null	150,000	false	true	true	false	446,648
GB1	2,009	s	1,020	Portsmouth FC	England	in	92,469	Matt Ritchie	20	Scotland	England	LB	352	Swindon Town	England	null	3,000,000	false	true	true	false	446,191
GB1	2,009	s	1,020	Portsmouth FC	England	in	33,963	David Nugent	25	England	Ireland	CF	1132	Burnley FC	England	null	200,000	false	true	true	false	420,603
GB1	2,009	s	1,020	Portsmouth FC	England	in	118,779	Marlon Pack	18	England	null	CM	2805	Wycombe Wanderers	England	null	2,700,000	false	true	true	false	377,130
GB1	2,009	s	1,020	Portsmouth FC	England	left	3,881	Glen Johnson	24	England	null	RB	31	Liverpool FC	England	20,500,000	null	false	false	false	false	303,572
GB1	2,009	s	1,020	Portsmouth FC	England	left	4,072	Peter Crouch	28	England	Ireland	CF	148	Tottenham Hotspur	England	10,500,000	null	false	false	false	false	325,284
GB1	2,009	s	1,020	Portsmouth FC	England	left	3,356	Sylvain Distin	31	France	Guadeloupe	CB	29	Everton FC	England	6,500,000	null	false	false	false	false	337,143
GB1	2,009	s	1,020	Portsmouth FC	England	left	16,746	Niko Kranjcar	25	Croatia	null	AM	148	Tottenham Hotspur	England	2,800,000	null	false	false	false	false	338,953
GB1	2,009	s	1,020	Portsmouth FC	England	left	27,659	Martin Cranie	22	England	Scotland	CB	990	Coventry City	England	1,000,000	250,000	false	false	false	false	332,017
GB1	2,009	s	1,020	Portsmouth FC	England	left	20,622	Arnold Mvuemba	24	DR Congo	France	DM	1158	FC Lorient	France	0	200,000	true	false	false	false	330,347