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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	11	Arsenal FC	England	left	26,239	Pedro Botelho	19	Brazil	null	LB	940	Celta de Vigo	Spain	null	550,000	false	true	false	false	324,865
GB1	2,009	s	11	Arsenal FC	England	left	27,969	Jay Emmanuel-Thomas	18	England	St. Lucia	CF	1181	Blackpool FC	England	null	500,000	false	true	false	false	334,483
GB1	2,009	s	11	Arsenal FC	England	left	44,793	Gavin Hoyte	19	Trinidad and Tobago	England	RB	1237	Brighton & Hove Albion	England	null	null	false	true	false	false	351,248
GB1	2,009	s	29	Everton FC	England	in	16,690	Diniyar Bilyaletdinov	24	Russia	null	AM	932	Lokomotiv Moscow	Russia	10,000,000	null	false	false	false	false	335,768
GB1	2,009	s	29	Everton FC	England	in	4,315	Johnny Heitinga	25	Netherlands	null	CB	13	Atlético de Madrid	Spain	6,800,000	null	false	false	false	false	338,894
GB1	2,009	s	29	Everton FC	England	in	3,356	Sylvain Distin	31	France	Guadeloupe	CB	1020	Portsmouth FC	England	6,500,000	null	false	false	false	false	337,143
GB1	2,009	s	29	Everton FC	England	in	110,184	Anton Peterlin	22	United States	Denmark	CM	16948	Ventura County Fusion	United States	0	null	true	false	false	false	290,698
GB1	2,009	s	29	Everton FC	England	in	3,826	Lucas Neill	31	Australia	Northern Ireland	CB	515	Without Club	Without Club	null	null	false	false	false	false	297,693
GB1	2,009	s	29	Everton FC	England	in	82,734	Jose Baxter	17	England	null	CM	6920	Everton FC U18	England	null	null	false	false	false	false	453,320
GB1	2,009	s	29	Everton FC	England	in	121,257	Adam Forshaw	17	England	null	CM	6920	Everton FC U18	England	null	2,000,000	false	false	false	false	695,035
GB1	2,009	s	29	Everton FC	England	in	57,066	Kieran Agard	19	England	Jamaica	CF	9261	Everton FC Reserves	England	null	400,000	false	false	false	false	1,747,803
GB1	2,009	s	29	Everton FC	England	in	29,712	John Ruddy	22	England	null	GK	1042	Crewe Alexandra	England	null	800,000	false	true	true	false	324,000
GB1	2,009	s	29	Everton FC	England	in	33,507	Lukas Jutkiewicz	21	England	null	CF	987	Motherwell FC	Scotland	null	1,200,000	false	true	true	false	374,281
GB1	2,009	s	29	Everton FC	England	in	29,712	John Ruddy	23	England	null	GK	987	Motherwell FC	Scotland	null	800,000	false	true	true	false	374,282
GB1	2,009	s	29	Everton FC	England	in	68,390	Seamus Coleman	21	Ireland	null	RB	1181	Blackpool FC	England	null	5,000,000	false	true	true	false	414,022
GB1	2,009	s	29	Everton FC	England	in	30,471	James Vaughan	21	England	Jamaica	CF	1003	Leicester City	England	null	null	false	true	true	false	420,613
GB1	2,009	s	29	Everton FC	England	left	4,241	Joleon Lescott	27	England	null	CB	281	Manchester City	England	27,500,000	null	false	false	false	false	335,831
GB1	2,009	s	29	Everton FC	England	left	57,063	Scott Spencer	20	England	null	CF	1088	Rochdale AFC	England	0	null	true	false	false	false	325,433
GB1	2,009	s	29	Everton FC	England	left	57,076	John Paul Kissock	19	England	null	LM	2999	Hamilton Academical FC	Scotland	0	null	true	false	false	false	315,653
GB1	2,009	s	29	Everton FC	England	left	1,423	Lars Christian Jacobsen	29	Denmark	null	RB	164	Blackburn Rovers	England	0	null	true	false	false	false	310,117
GB1	2,009	s	29	Everton FC	England	left	57,056	John Irving	20	England	null	CB	27843	Bala Town FC	Wales	0	50,000	true	false	false	false	301,951
GB1	2,009	s	29	Everton FC	England	left	29,712	John Ruddy	22	England	null	GK	987	Motherwell FC	Scotland	null	800,000	false	true	false	false	323,999
GB1	2,009	s	29	Everton FC	England	left	30,471	James Vaughan	21	England	Jamaica	CF	22	Derby County	England	null	null	false	true	false	false	345,166
GB1	2,009	s	29	Everton FC	England	left	33,507	Lukas Jutkiewicz	20	England	null	CF	987	Motherwell FC	Scotland	null	1,200,000	false	true	false	false	336,460
GB1	2,009	s	29	Everton FC	England	left	9,831	Nuno Valente	34	Portugal	null	LB	Retired	Retired	Retired	null	null	false	false	false	true	301,584
GB1	2,009	s	29	Everton FC	England	left	3,772	Andy van der Meyde	29	Netherlands	null	RW	515	Without Club	Without Club	null	null	false	false	false	false	301,585
GB1	2,009	s	29	Everton FC	England	left	38,763	Segundo Castillo	27	Ecuador	null	DM	159	Red Star Belgrade	Serbia	null	null	false	true	true	false	225,181
GB1	2,009	s	29	Everton FC	England	left	4,277	Philippe Senderos	25	Switzerland	Spain	CB	11	Arsenal FC	England	null	null	false	true	true	false	381,919
GB1	2,009	s	405	Aston Villa	England	in	4,063	Stewart Downing	24	England	null	LM	641	Middlesbrough FC	England	13,000,000	null	false	false	false	false	319,528
GB1	2,009	s	405	Aston Villa	England	in	50,362	Fabian Delph	19	England	Guyana	CM	399	Leeds United	England	9,500,000	3,500,000	false	false	false	false	328,299
GB1	2,009	s	405	Aston Villa	England	in	3,308	Stephen Warnock	27	England	null	LB	164	Blackburn Rovers	England	9,000,000	null	false	false	false	false	337,080
GB1	2,009	s	405	Aston Villa	England	in	3,807	Richard Dunne	29	Ireland	null	CB	281	Manchester City	England	6,800,000	null	false	false	false	false	339,111
GB1	2,009	s	405	Aston Villa	England	in	12,691	James Collins	26	Wales	null	CB	379	West Ham United	England	5,700,000	null	false	false	false	false	338,849
GB1	2,009	s	405	Aston Villa	England	in	3,923	Habib Bèye	31	Senegal	France	RB	762	Newcastle United	England	2,900,000	null	false	false	false	false	330,349
GB1	2,009	s	405	Aston Villa	England	in	13,249	Andy Marshall	34	England	null	GK	990	Coventry City	England	0	null	true	false	false	false	322,973
GB1	2,009	s	405	Aston Villa	England	in	61,560	Marc Albrighton	19	England	null	RM	12124	Aston Villa Reserves	England	null	4,000,000	false	false	false	false	332,130
GB1	2,009	s	405	Aston Villa	England	in	61,576	Shane Lowry	20	Australia	Ireland	CB	6933	Aston Villa U18	England	null	350,000	false	false	false	false	317,557
GB1	2,009	s	405	Aston Villa	England	in	61,563	David Bevan	20	Ireland	null	GK	6933	Aston Villa U18	England	null	null	false	false	false	false	317,553
GB1	2,009	s	405	Aston Villa	England	in	61,573	Jonathan Hogg	20	England	null	CM	6933	Aston Villa U18	England	null	1,000,000	false	false	false	false	556,893
GB1	2,009	s	405	Aston Villa	England	in	13,426	Nicky Shorey	29	England	null	LB	931	Fulham FC	England	null	null	false	true	true	false	420,598
GB1	2,009	s	405	Aston Villa	England	in	61,576	Shane Lowry	20	Australia	Ireland	CB	399	Leeds United	England	null	350,000	false	true	true	false	455,129
GB1	2,009	s	405	Aston Villa	England	in	61,575	Eric Lichaj	21	United States	Poland	RB	1150	Leyton Orient	England	null	500,000	false	true	true	false	458,715
GB1	2,009	s	405	Aston Villa	England	in	61,563	David Bevan	20	Ireland	null	GK	9463	Ilkeston Town (liq.)	England	null	null	false	true	true	false	360,645
GB1	2,009	s	405	Aston Villa	England	left	3,291	Gareth Barry	28	England	null	DM	281	Manchester City	England	13,900,000	null	false	false	false	false	297,237
GB1	2,009	s	405	Aston Villa	England	left	4,012	Zat Knight	29	England	null	CB	355	Bolton Wanderers	England	4,700,000	null	false	false	false	false	324,162
GB1	2,009	s	405	Aston Villa	England	left	3,190	Stuart Taylor	28	England	null	GK	281	Manchester City	England	0	null	true	false	false	false	307,024
GB1	2,009	s	405	Aston Villa	England	left	45,554	Sam Williams	22	England	null	CF	972	Yeovil Town	England	0	null	true	false	false	false	322,621
GB1	2,009	s	405	Aston Villa	England	left	61,563	David Bevan	20	Ireland	null	GK	9463	Ilkeston Town (liq.)	England	null	null	false	true	false	false	357,769
GB1	2,009	s	405	Aston Villa	England	left	10,011	Marlon Harewood	30	England	Barbados	CF	762	Newcastle United	England	null	null	false	true	false	false	346,648
GB1	2,009	s	405	Aston Villa	England	left	61,576	Shane Lowry	20	Australia	Ireland	CB	2262	Plymouth Argyle	England	null	350,000	false	true	false	false	345,211
GB1	2,009	s	405	Aston Villa	England	left	61,575	Eric Lichaj	20	United States	Poland	RB	1198	Lincoln City	England	null	500,000	false	true	false	false	354,829
GB1	2,009	s	405	Aston Villa	England	left	3,503	Martin Laursen	31	Denmark	null	CB	Retired	Retired	Retired	null	null	false	false	false	true	293,139
GB1	2,009	s	931	Fulham FC	England	in	3,259	Damien Duff	30	Ireland	null	RM	762	Newcastle United	England	4,000,000	null	false	false	false	false	333,639
GB1	2,009	s	931	Fulham FC	England	in	13,485	Björn Helge Riise	26	Norway	null	RM	353	Lillestrøm SK	Norway	2,000,000	null	false	false	false	false	322,422
GB1	2,009	s	931	Fulham FC	England	in	36,392	David Elm	26	Sweden	null	CF	3654	Kalmar FF	Sweden	600,000	null	false	false	false	false	338,949
GB1	2,009	s	931	Fulham FC	England	in	63,285	Kagisho Dikgacoi	24	South Africa	null	CM	7011	Lamontville Golden Arrows	South Africa	300,000	null	false	false	false	false	326,987
GB1	2,009	s	931	Fulham FC	England	in	12,125	Stephen Kelly	25	Ireland	null	RB	337	Birmingham City	England	0	null	true	false	false	false	303,029
GB1	2,009	s	931	Fulham FC	England	in	3,865	Jonathan Greening	30	England	null	CM	984	West Bromwich Albion	England	null	null	false	true	false	false	334,581
GB1	2,009	s	931	Fulham FC	England	in	126,587	Stefan Payne	17	England	null	CF	3052	Sutton United	England	30,000	200,000	false	false	false	false	342,354
GB1	2,009	s	931	Fulham FC	England	in	61,723	Matthew Saunders	20	England	null	CM	1198	Lincoln City	England	null	null	false	false	false	false	2,834,272
GB1	2,009	s	931	Fulham FC	England	in	61,723	Matthew Saunders	19	England	null	CM	6942	Fulham FC U18	England	null	null	false	false	false	false	286,876
GB1	2,009	s	931	Fulham FC	England	in	37,181	Toni Kallio	31	Finland	null	CB	350	Sheffield United	England	null	null	false	true	true	false	420,601
GB1	2,009	s	931	Fulham FC	England	in	6,053	Diomansy Kamara	29	Senegal	France	RW	371	Celtic FC	Scotland	null	null	false	true	true	false	395,612
GB1	2,009	s	931	Fulham FC	England	in	38,773	Eddie Johnson	26	United States	null	CF	605	Aris Thessaloniki	Greece	null	null	false	true	true	false	374,204
GB1	2,009	s	931	Fulham FC	England	in	9,606	Ki-hyeon Seol	30	Korea, South	null	RW	1114	Al-Hilal Riyadh	Saudi Arabia	null	null	false	true	true	false	257,006
GB1	2,009	s	931	Fulham FC	England	in	39,938	Andranik Teymourian	26	Iran	null	CM	349	Barnsley FC	England	null	null	false	true	true	false	270,737
GB1	2,009	s	931	Fulham FC	England	in	46,813	King Gyan	21	Ghana	null	DM	566	Germinal Beerschot Antwerpen	Belgium	null	null	false	true	true	false	222,522
GB1	2,009	s	931	Fulham FC	England	left	36,793	Hameur Bouazza	24	Algeria	France	RW	2381	Sivasspor	Turkey	0	null	true	false	false	false	333,448
GB1	2,009	s	931	Fulham FC	England	left	4,694	Collins John	23	Netherlands	Liberia	CF	2977	KSV Roeselare (- 2021)	Belgium	0	null	true	false	false	false	311,019
GB1	2,009	s	931	Fulham FC	England	left	126,587	Stefan Payne	18	England	null	CF	3052	Sutton United	England	null	200,000	false	true	false	false	342,353
GB1	2,009	s	931	Fulham FC	England	left	24,057	Fredrik Stoor	25	Sweden	null	RB	22	Derby County	England	null	null	false	true	false	false	347,054
GB1	2,009	s	931	Fulham FC	England	left	61,593	Adam Watts	21	England	null	CB	1198	Lincoln City	England	null	null	false	true	false	false	350,349
GB1	2,009	s	931	Fulham FC	England	left	47,844	Elliot Omozusi	20	England	Nigeria	RB	358	Charlton Athletic	England	null	null	false	true	false	false	356,223
GB1	2,009	s	931	Fulham FC	England	left	43,163	Adrian Leijer	23	Australia	England	CB	7006	Melbourne Victory	Australia	null	null	false	false	false	false	334,691
GB1	2,009	s	931	Fulham FC	England	left	4,048	Moritz Volz	26	Germany	null	RB	515	Without Club	Without Club	null	null	false	false	false	false	311,023
GB1	2,009	s	931	Fulham FC	England	left	8,735	Julian Gray	29	England	Jamaica	CF	515	Without Club	Without Club	null	null	false	false	false	false	311,021
GB1	2,009	s	931	Fulham FC	England	left	13,426	Nicky Shorey	29	England	null	LB	405	Aston Villa	England	null	null	false	true	true	false	420,598
GB1	2,009	s	931	Fulham FC	England	left	3,572	Olivier Dacourt	34	France	Guadeloupe	DM	46	FC Internazionale	Italy	null	null	false	true	true	false	270,883
GB1	2,009	s	931	Fulham FC	England	left	37,236	Giles Barnes	20	Jamaica	England	CF	22	Derby County	England	null	450,000	false	true	true	false	311,020
GB1	2,009	s	148	Tottenham Hotspur	England	in	4,072	Peter Crouch	28	England	Ireland	CF	1020	Portsmouth FC	England	10,500,000	null	false	false	false	false	325,284
GB1	2,009	s	148	Tottenham Hotspur	England	in	33,951	Sébastien Bassong	23	Cameroon	France	CB	762	Newcastle United	England	9,300,000	250,000	false	false	false	false	330,005
GB1	2,009	s	148	Tottenham Hotspur	England	in	66,219	Kyle Naughton	20	England	Ireland	RB	350	Sheffield United	England	5,900,000	1,000,000	false	false	false	false	323,075
GB1	2,009	s	148	Tottenham Hotspur	England	in	95,424	Kyle Walker	19	England	null	RB	350	Sheffield United	England	5,900,000	28,000,000	false	false	false	false	323,076
GB1	2,009	s	148	Tottenham Hotspur	England	in	16,746	Niko Kranjcar	25	Croatia	null	AM	1020	Portsmouth FC	England	2,800,000	null	false	false	false	false	338,953
GB1	2,009	s	148	Tottenham Hotspur	England	in	46,746	Jimmy Walker	36	England	null	GK	379	West Ham United	England	0	null	true	false	false	false	339,520
GB1	2,009	s	148	Tottenham Hotspur	England	in	45,628	Oscar Jansson	18	Sweden	null	GK	6928	Tottenham Hotspur U18	England	null	700,000	false	false	false	false	339,018
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,834	Ryan Mason	18	England	null	CM	6928	Tottenham Hotspur U18	England	null	null	false	false	false	false	159,705
GB1	2,009	s	148	Tottenham Hotspur	England	in	121,280	Steven Caulker	17	Sierra Leone	England	CB	6928	Tottenham Hotspur U18	England	null	4,000,000	false	false	false	false	594,112
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,834	Ryan Mason	18	England	null	CM	972	Yeovil Town	England	null	null	false	true	true	false	457,602
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,841	Adam Smith	19	England	null	RB	1218	Torquay United	England	null	3,500,000	false	true	true	false	465,955
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,814	David Button	20	England	null	GK	3696	Dagenham & Redbridge FC	England	null	1,000,000	false	true	true	false	2,206,248
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,838	Jonathan Obika	19	England	Nigeria	CF	1028	Millwall FC	England	null	350,000	false	true	true	false	442,480
GB1	2,009	s	148	Tottenham Hotspur	England	in	66,219	Kyle Naughton	21	England	Ireland	RB	641	Middlesbrough FC	England	null	1,000,000	false	true	true	false	420,593
GB1	2,009	s	148	Tottenham Hotspur	England	in	45,287	Adel Taarabt	21	Morocco	France	CM	1039	Queens Park Rangers	England	null	4,000,000	false	true	true	false	420,590
GB1	2,009	s	148	Tottenham Hotspur	England	in	9,619	Alan Hutton	25	Scotland	null	RB	289	Sunderland AFC	England	null	null	false	true	true	false	420,556
GB1	2,009	s	148	Tottenham Hotspur	England	in	3,144	Robbie Keane	29	Ireland	null	CF	371	Celtic FC	Scotland	null	null	false	true	true	false	386,740
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,841	Adam Smith	18	England	null	RB	2805	Wycombe Wanderers	England	null	3,500,000	false	true	true	false	364,637
GB1	2,009	s	148	Tottenham Hotspur	England	in	27,036	Ben Alnwick	22	England	null	GK	1123	Norwich City	England	null	150,000	false	true	true	false	336,611
GB1	2,009	s	148	Tottenham Hotspur	England	in	61,829	David Hutton	19	Ireland	England	midfield	3371	Cheltenham Town	England	null	null	false	true	true	false	326,879
GB1	2,009	s	148	Tottenham Hotspur	England	in	44,674	Giovani dos Santos	20	Mexico	Spain	SS	677	Ipswich Town	England	null	1,000,000	false	true	true	false	311,476