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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	148	Tottenham Hotspur	England	in	16,922	Kevin-Prince Boateng	22	Ghana	Germany	AM	16	Borussia Dortmund	Germany	null	2,000,000	false	true	true	false	255,532
GB1	2,009	s	148	Tottenham Hotspur	England	left	13,239	Darren Bent	25	England	Jamaica	CF	289	Sunderland AFC	England	11,800,000	null	false	false	false	false	329,608
GB1	2,009	s	148	Tottenham Hotspur	England	left	13,389	Didier Zokora	28	Cote d'Ivoire	null	DM	368	Sevilla FC	Spain	9,000,000	null	false	false	false	false	315,183
GB1	2,009	s	148	Tottenham Hotspur	England	left	16,922	Kevin-Prince Boateng	22	Ghana	Germany	AM	1020	Portsmouth FC	England	4,500,000	2,000,000	false	false	false	false	337,574
GB1	2,009	s	148	Tottenham Hotspur	England	left	43,853	Chris Gunter	19	Wales	null	RB	703	Nottingham Forest	England	2,000,000	800,000	false	false	false	false	320,089
GB1	2,009	s	148	Tottenham Hotspur	England	left	18,875	Pascal Chimbonda	30	Guadeloupe	France	CB	164	Blackburn Rovers	England	1,700,000	null	false	false	false	false	337,129
GB1	2,009	s	148	Tottenham Hotspur	England	left	18,734	Gilberto	33	Brazil	null	LM	609	Cruzeiro Esporte Clube	Brazil	0	null	true	false	false	false	320,105
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,827	Cian Hughton	20	Ireland	null	RB	1198	Lincoln City	England	0	null	true	false	false	false	297,691
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,829	David Hutton	19	Ireland	England	midfield	3371	Cheltenham Town	England	0	null	true	false	false	false	326,878
GB1	2,009	s	148	Tottenham Hotspur	England	left	13,211	Ricardo Rocha	30	Portugal	null	CB	3057	Standard Liège	Belgium	0	null	true	false	false	false	296,908
GB1	2,009	s	148	Tottenham Hotspur	England	left	27,036	Ben Alnwick	22	England	null	GK	1123	Norwich City	England	null	150,000	false	true	false	false	323,892
GB1	2,009	s	148	Tottenham Hotspur	England	left	38,090	Jamie O'Hara	22	England	null	CM	1020	Portsmouth FC	England	null	null	false	true	false	false	337,575
GB1	2,009	s	148	Tottenham Hotspur	England	left	45,628	Oscar Jansson	18	Sweden	null	GK	6699	Exeter City	England	null	700,000	false	true	false	false	339,017
GB1	2,009	s	148	Tottenham Hotspur	England	left	121,280	Steven Caulker	17	Sierra Leone	England	CB	972	Yeovil Town	England	null	4,000,000	false	true	false	false	332,670
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,832	Jake Livermore	19	England	null	DM	22	Derby County	England	null	2,500,000	false	true	false	false	330,800
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,834	Ryan Mason	18	England	null	CM	972	Yeovil Town	England	null	null	false	true	false	false	330,734
GB1	2,009	s	148	Tottenham Hotspur	England	left	95,424	Kyle Walker	19	England	null	RB	350	Sheffield United	England	null	28,000,000	false	true	false	false	329,642
GB1	2,009	s	148	Tottenham Hotspur	England	left	45,287	Adel Taarabt	20	Morocco	France	CM	1039	Queens Park Rangers	England	null	4,000,000	false	true	false	false	323,532
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,814	David Button	20	England	null	GK	1042	Crewe Alexandra	England	null	1,000,000	false	true	false	false	323,306
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,838	Jonathan Obika	18	England	Nigeria	CF	972	Yeovil Town	England	null	350,000	false	true	false	false	1,482,017
GB1	2,009	s	148	Tottenham Hotspur	England	left	61,841	Adam Smith	18	England	null	RB	2805	Wycombe Wanderers	England	null	3,500,000	false	true	false	false	347,065
GB1	2,009	s	148	Tottenham Hotspur	England	left	50,174	Danny Rose	19	England	Jamaica	LB	1072	Peterborough United	England	null	3,000,000	false	true	false	false	348,512
GB1	2,009	s	148	Tottenham Hotspur	England	left	57,488	Simon Dawkins	21	Jamaica	England	LW	515	Without Club	Without Club	null	300,000	false	false	false	false	297,969
GB1	2,009	s	148	Tottenham Hotspur	England	left	42,411	Fraizer Campbell	21	England	Jamaica	CF	985	Manchester United	England	null	700,000	false	true	true	false	301,497
GB1	2,009	s	379	West Ham United	England	in	23,197	Alessandro Diamanti	26	Italy	null	AM	1210	AS Livorno	Italy	6,800,000	200,000	false	false	false	false	336,320
GB1	2,009	s	379	West Ham United	England	in	9,702	Radoslav Kovac	29	Czech Republic	null	CB	232	Spartak Moscow	Russia	3,800,000	null	false	false	false	false	330,835
GB1	2,009	s	379	West Ham United	England	in	17,432	Hérita Ilunga	27	DR Congo	France	LB	415	FC Toulouse	France	3,500,000	null	false	false	false	false	270,059
GB1	2,009	s	379	West Ham United	England	in	37,398	Manuel da Costa	23	Morocco	Portugal	CB	430	ACF Fiorentina	Italy	2,700,000	450,000	false	false	false	false	338,516
GB1	2,009	s	379	West Ham United	England	in	66,109	Fabio Daprelà	18	Switzerland	Italy	CB	504	Grasshopper Club Zurich	Switzerland	1,200,000	400,000	false	false	false	false	326,070
GB1	2,009	s	379	West Ham United	England	in	21,821	Luis Jiménez	25	Chile	Italy	AM	46	FC Internazionale	Italy	600,000	500,000	false	true	false	false	307,120
GB1	2,009	s	379	West Ham United	England	in	74,157	Péter Kurucz	21	Hungary	null	GK	708	Újpest FC	Hungary	450,000	null	false	false	false	false	301,032
GB1	2,009	s	379	West Ham United	England	in	127,779	Danny Uchechi	19	Nigeria	null	AM	358	Charlton Athletic	England	0	null	true	false	false	false	534,643
GB1	2,009	s	379	West Ham United	England	in	37,558	Guillermo Franco	32	Mexico	Argentina	CF	1050	Villarreal CF	Spain	0	null	true	false	false	false	313,041
GB1	2,009	s	379	West Ham United	England	in	119,123	Frank Nouble	17	England	Cote d'Ivoire	CF	6918	Chelsea FC U18	England	null	250,000	false	false	false	false	322,867
GB1	2,009	s	379	West Ham United	England	in	87,648	Tony Brookes	18	England	null	CB	9955	West Ham United U18	England	null	null	false	false	false	false	534,312
GB1	2,009	s	379	West Ham United	England	in	87,657	Danny Kearns	17	Ireland	Northern Ireland	RM	9955	West Ham United U18	England	null	75,000	false	false	false	false	358,892
GB1	2,009	s	379	West Ham United	England	in	18,093	Julien Faubert	25	Martinique	France	RB	418	Real Madrid	Spain	null	null	false	true	true	false	262,308
GB1	2,009	s	379	West Ham United	England	in	61,588	Jordan Spence	19	England	null	RB	2964	Scunthorpe United	England	null	null	false	true	true	false	373,293
GB1	2,009	s	379	West Ham United	England	in	119,123	Frank Nouble	18	England	Cote d'Ivoire	CF	352	Swindon Town	England	null	250,000	false	true	true	false	420,588
GB1	2,009	s	379	West Ham United	England	left	4,276	Carlos Tevez	25	Argentina	null	SS	281	Manchester City	England	29,000,000	600,000	false	false	false	false	436,836
GB1	2,009	s	379	West Ham United	England	left	43,100	Savio Nsereko	20	Germany	Uganda	RW	430	ACF Fiorentina	Italy	6,200,000	null	false	false	false	false	338,489
GB1	2,009	s	379	West Ham United	England	left	12,691	James Collins	26	Wales	null	CB	405	Aston Villa	England	5,700,000	null	false	false	false	false	338,849
GB1	2,009	s	379	West Ham United	England	left	39,709	Kyel Reid	21	England	Jamaica	LW	350	Sheffield United	England	400,000	null	false	false	false	false	310,932
GB1	2,009	s	379	West Ham United	England	left	46,746	Jimmy Walker	36	England	null	GK	148	Tottenham Hotspur	England	0	null	true	false	false	false	339,520
GB1	2,009	s	379	West Ham United	England	left	88,372	Jack Jeffery	20	England	null	midfield	3685	Grays Athletic FC	England	0	null	true	false	false	false	3,221,718
GB1	2,009	s	379	West Ham United	England	left	3,877	Lee Bowyer	32	England	null	CM	337	Birmingham City	England	0	null	true	false	false	false	313,717
GB1	2,009	s	379	West Ham United	England	left	7,504	Diego Tristán	33	Spain	null	CF	2687	Cádiz CF	Spain	0	null	true	false	false	false	312,563
GB1	2,009	s	379	West Ham United	England	left	58,581	Wálter López	23	Uruguay	Spain	LB	14806	Club Atlético Cerro	Uruguay	0	250,000	true	false	false	false	312,560
GB1	2,009	s	379	West Ham United	England	left	61,588	Jordan Spence	19	England	null	RB	2964	Scunthorpe United	England	null	null	false	true	false	false	334,012
GB1	2,009	s	379	West Ham United	England	left	70,714	Freddie Sears	19	England	null	SS	873	Crystal Palace	England	null	400,000	false	true	false	false	305,843
GB1	2,009	s	379	West Ham United	England	left	3,826	Lucas Neill	31	Australia	Northern Ireland	CB	515	Without Club	Without Club	null	null	false	false	false	false	378,536
GB1	2,009	s	379	West Ham United	England	left	74,157	Péter Kurucz	21	Hungary	null	GK	708	Újpest FC	Hungary	null	null	false	true	true	false	300,711
GB1	2,009	s	379	West Ham United	England	left	4,329	Mido	27	Egypt	null	CF	641	Middlesbrough FC	England	null	null	false	true	true	false	420,591
GB1	2,009	s	379	West Ham United	England	left	9,702	Radoslav Kovac	29	Czech Republic	null	CB	232	Spartak Moscow	Russia	null	null	false	true	true	false	261,659
GB1	2,009	s	379	West Ham United	England	left	6,076	David Di Michele	33	Italy	null	CF	416	Torino FC	Italy	null	null	false	true	true	false	312,565
GB1	2,009	s	379	West Ham United	England	left	17,432	Hérita Ilunga	27	DR Congo	France	LB	415	FC Toulouse	France	null	null	false	true	true	false	226,829
GB1	2,009	s	379	West Ham United	England	left	28,186	Jan Lastuvka	26	Czech Republic	null	GK	660	Shakhtar Donetsk	Ukraine	null	350,000	false	true	true	false	218,317
GB1	2,009	s	281	Manchester City	England	in	4,276	Carlos Tevez	25	Argentina	null	SS	379	West Ham United	England	29,000,000	600,000	false	false	false	false	436,836
GB1	2,009	s	281	Manchester City	England	in	8,883	Emmanuel Adebayor	25	Togo	Nigeria	CF	11	Arsenal FC	England	29,000,000	null	false	false	false	false	321,072
GB1	2,009	s	281	Manchester City	England	in	4,241	Joleon Lescott	27	England	null	CB	29	Everton FC	England	27,500,000	null	false	false	false	false	335,831
GB1	2,009	s	281	Manchester City	England	in	215	Roque Santa Cruz	27	Paraguay	Spain	CF	164	Blackburn Rovers	England	21,200,000	250,000	false	false	false	false	306,227
GB1	2,009	s	281	Manchester City	England	in	3,202	Kolo Touré	28	Cote d'Ivoire	null	CB	11	Arsenal FC	England	18,700,000	null	false	false	false	false	326,065
GB1	2,009	s	281	Manchester City	England	in	3,291	Gareth Barry	28	England	null	DM	405	Aston Villa	England	13,900,000	null	false	false	false	false	297,237
GB1	2,009	s	281	Manchester City	England	in	3,359	Sylvinho	35	Brazil	Spain	LB	131	FC Barcelona	Spain	0	null	true	false	false	false	297,362
GB1	2,009	s	281	Manchester City	England	in	3,190	Stuart Taylor	28	England	null	GK	405	Aston Villa	England	0	null	true	false	false	false	307,024
GB1	2,009	s	281	Manchester City	England	in	99,452	Javan Vidal	20	England	null	RB	9265	Manchester City Reserves	England	null	null	false	false	false	false	1,791,648
GB1	2,009	s	281	Manchester City	England	in	12,063	Benjani	31	Zimbabwe	South Africa	CF	289	Sunderland AFC	England	null	null	false	true	true	false	420,594
GB1	2,009	s	281	Manchester City	England	in	40,204	Joe Hart	23	England	null	GK	337	Birmingham City	England	null	2,000,000	false	true	true	false	420,612
GB1	2,009	s	281	Manchester City	England	in	45,792	Kelvin Etuhu	21	Nigeria	England	DM	603	Cardiff City	England	null	null	false	true	true	false	424,415
GB1	2,009	s	281	Manchester City	England	in	58,579	Shay Logan	22	England	null	RB	1074	Tranmere Rovers	England	null	null	false	true	true	false	445,221
GB1	2,009	s	281	Manchester City	England	in	61,632	Ryan McGivern	20	Northern Ireland	null	LB	1003	Leicester City	England	null	250,000	false	true	true	false	447,735
GB1	2,009	s	281	Manchester City	England	left	47,082	Daniel Sturridge	19	England	null	CF	631	Chelsea FC	England	7,250,000	2,000,000	false	false	false	false	307,097
GB1	2,009	s	281	Manchester City	England	left	20,053	Elano	28	Brazil	Italy	AM	141	Galatasaray A.S.	Turkey	7,000,000	null	false	false	false	false	326,487
GB1	2,009	s	281	Manchester City	England	left	3,807	Richard Dunne	29	Ireland	null	CB	405	Aston Villa	England	6,800,000	null	false	false	false	false	339,111
GB1	2,009	s	281	Manchester City	England	left	20,081	Gelson Fernandes	22	Switzerland	Cape Verde	DM	618	AS Saint-Étienne	France	3,500,000	null	false	false	false	false	315,634
GB1	2,009	s	281	Manchester City	England	left	61,622	Ched Evans	20	Wales	null	CF	350	Sheffield United	England	3,500,000	400,000	false	false	false	false	323,916
GB1	2,009	s	281	Manchester City	England	left	16,911	Kasper Schmeichel	22	Denmark	null	GK	1045	Notts County	England	1,750,000	6,000,000	false	false	false	false	332,596
GB1	2,009	s	281	Manchester City	England	left	40,204	Joe Hart	22	England	null	GK	337	Birmingham City	England	1,150,000	2,000,000	false	true	false	false	307,011
GB1	2,009	s	281	Manchester City	England	left	20,714	Tal Ben Haim	27	Israel	null	CB	1020	Portsmouth FC	England	0	null	true	false	false	false	339,126
GB1	2,009	s	281	Manchester City	England	left	81,632	Richard Martin	21	England	null	GK	972	Yeovil Town	England	0	null	true	false	false	false	318,677
GB1	2,009	s	281	Manchester City	England	left	3,236	Darius Vassell	29	England	Jamaica	CF	868	MKE Ankaragücü	Turkey	0	null	true	false	false	false	311,180
GB1	2,009	s	281	Manchester City	England	left	37,834	Felipe Caicedo	20	Ecuador	Spain	CF	336	Sporting CP	Portugal	null	4,000,000	false	true	false	false	323,417
GB1	2,009	s	281	Manchester City	England	left	61,632	Ryan McGivern	19	Northern Ireland	null	LB	1003	Leicester City	England	null	250,000	false	true	false	false	415,831
GB1	2,009	s	281	Manchester City	England	left	99,453	Donal McDermott	19	Ireland	null	AM	1219	Chesterfield FC	England	null	null	false	true	false	false	338,675
GB1	2,009	s	281	Manchester City	England	left	45,792	Kelvin Etuhu	21	Nigeria	England	DM	603	Cardiff City	England	null	null	false	true	false	false	334,988
GB1	2,009	s	281	Manchester City	England	left	58,579	Shay Logan	21	England	null	RB	1074	Tranmere Rovers	England	null	null	false	true	false	false	323,893
GB1	2,009	s	281	Manchester City	England	left	4,176	Valeri Bojinov	23	Bulgaria	Italy	CF	130	Parma FC	Italy	null	150,000	false	true	false	false	326,814
GB1	2,009	s	281	Manchester City	England	left	3,743	Danny Mills	32	England	null	RB	Retired	Retired	Retired	null	null	false	false	false	true	311,181
GB1	2,009	s	281	Manchester City	England	left	9,423	Michael Ball	29	England	null	LB	515	Without Club	Without Club	null	null	false	false	false	false	311,182
GB1	2,009	s	281	Manchester City	England	left	919	Dietmar Hamann	35	Germany	null	DM	515	Without Club	Without Club	null	null	false	false	false	false	311,179
GB1	2,009	s	281	Manchester City	England	left	37,537	Gláuber	25	Brazil	Italy	CB	515	Without Club	Without Club	null	null	false	false	false	false	312,556
GB1	2,009	s	1,071	Wigan Athletic	England	in	45,333	James McCarthy	18	Ireland	Scotland	CM	2999	Hamilton Academical FC	Scotland	5,100,000	3,000,000	false	false	false	false	322,326
GB1	2,009	s	1,071	Wigan Athletic	England	in	70,950	Mohamed Diamé	22	Senegal	France	CM	367	Rayo Vallecano	Spain	3,000,000	1,200,000	false	false	false	false	329,634
GB1	2,009	s	1,071	Wigan Athletic	England	in	39,010	Jordi Gómez	24	Spain	null	CM	714	RCD Espanyol Barcelona	Spain	2,450,000	300,000	false	false	false	false	305,029
GB1	2,009	s	1,071	Wigan Athletic	England	in	12,807	Jason Scotland	30	Trinidad and Tobago	null	CF	2288	Swansea City	England	2,300,000	null	false	false	false	false	318,936
GB1	2,009	s	1,071	Wigan Athletic	England	in	71,904	Antonio Amaya	26	Spain	null	CB	367	Rayo Vallecano	Spain	800,000	null	false	false	false	false	329,635
GB1	2,009	s	1,071	Wigan Athletic	England	in	31,552	Scott Sinclair	20	England	Jamaica	LW	631	Chelsea FC	England	null	1,500,000	false	true	false	false	329,830
GB1	2,009	s	1,071	Wigan Athletic	England	in	62,275	Hendry Thomas	24	Honduras	null	DM	2720	CD Olimpia	Honduras	null	null	false	false	false	false	312,740
GB1	2,009	s	1,071	Wigan Athletic	England	in	61,715	Jordan Mustoe	18	England	null	LB	12808	Wigan Athletic U18	England	null	50,000	false	false	false	false	683,094
GB1	2,009	s	1,071	Wigan Athletic	England	in	14,037	Marlon King	29	Jamaica	England	CF	641	Middlesbrough FC	England	null	null	false	true	true	false	316,598