Datasets:

sunga25
/

atp_matches

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 20 new columns ({'__index_level_17__', '__index_level_9__', '__index_level_7__', '__index_level_18__', '__index_level_5__', '__index_level_11__', '__index_level_0__', '__index_level_15__', '__index_level_13__', '__index_level_1__', '__index_level_14__', '__index_level_19__', '__index_level_3__', '__index_level_10__', '__index_level_2__', '__index_level_12__', '__index_level_16__', '__index_level_4__', '__index_level_6__', '__index_level_8__'})

This happened while the csv dataset builder was generating data using

hf://datasets/sunga25/atp_matches/atp_matches_2016.csv (at revision 5c88f57bce50b9d4cf298b5a5ca4ce614132cdbc)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              tourney_id: string
              tourney_name: string
              surface: double
              draw_size: string
              tourney_level: double
              tourney_date: double
              match_num: double
              winner_id: string
              winner_seed: double
              winner_entry: string
              winner_name: double
              winner_hand: double
              winner_ht: double
              winner_ioc: double
              winner_age: double
              winner_rank: double
              winner_rank_points: double
              loser_id: double
              loser_seed: double
              loser_entry: double
              loser_name: double
              loser_hand: double
              loser_ht: double
              loser_ioc: double
              loser_age: double
              loser_rank: double
              loser_rank_points: double
              score: double
              best_of: double
              round: double
              minutes: double
              w_ace: double
              w_df: double
              w_svpt: double
              w_1stIn: double
              w_1stWon: double
              w_2ndWon: double
              w_SvGms: double
              w_bpSaved: double
              w_bpFaced: double
              l_ace: double
              l_df: double
              l_svpt: double
              l_1stIn: double
              l_1stWon: double
              l_2ndWon: double
              l_SvGms: double
              l_bpSaved: double
              l_bpFaced: double
              __index_level_0__: string
              __index_level_1__: string
              __index_level_2__: string
              __index_level_3__: double
              __index_level_4__: string
              __index_level_5__: double
              __index_level_6__: double
              __index_level_7__: double
              __index_level_8__: double
              __index_level_9__: string
              __index_level_10__: string
              __index_level_11__: string
              __index_level_12__: double
              __index_level_13__: string
              __index_level_14__: double
              __index_level_15__: double
              __index_level_16__: double
              __index_level_17__: double
              __index_level_18__: double
              __index_level_19__: string
              -- schema metadata --
              pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__", "__' + 8839
              to
              {'tourney_id': Value(dtype='string', id=None), 'tourney_name': Value(dtype='string', id=None), 'surface': Value(dtype='string', id=None), 'draw_size': Value(dtype='int64', id=None), 'tourney_level': Value(dtype='string', id=None), 'tourney_date': Value(dtype='int64', id=None), 'match_num': Value(dtype='int64', id=None), 'winner_id': Value(dtype='int64', id=None), 'winner_seed': Value(dtype='float64', id=None), 'winner_entry': Value(dtype='string', id=None), 'winner_name': Value(dtype='string', id=None), 'winner_hand': Value(dtype='string', id=None), 'winner_ht': Value(dtype='float64', id=None), 'winner_ioc': Value(dtype='string', id=None), 'winner_age': Value(dtype='float64', id=None), 'winner_rank': Value(dtype='float64', id=None), 'winner_rank_points': Value(dtype='float64', id=None), 'loser_id': Value(dtype='int64', id=None), 'loser_seed': Value(dtype='float64', id=None), 'loser_entry': Value(dtype='string', id=None), 'loser_name': Value(dtype='string', id=None), 'loser_hand': Value(dtype='string', id=None), 'loser_ht': Value(dtype='float64', id=None), 'loser_ioc': Value(dtype='string', id=None), 'loser_age': Value(dtype='float64', id=None), 'loser_rank': Value(dtype='float64', id=None), 'loser_rank_points': Value(dtype='float64', id=None), 'score': Value(dtype='string', id=None), 'best_of': Value(dtype='int64', id=None), 'round': Value(dtype='string', id=None), 'minutes': Value(dtype='float64', id=None), 'w_ace': Value(dtype='float64', id=None), 'w_df': Value(dtype='float64', id=None), 'w_svpt': Value(dtype='float64', id=None), 'w_1stIn': Value(dtype='float64', id=None), 'w_1stWon': Value(dtype='float64', id=None), 'w_2ndWon': Value(dtype='float64', id=None), 'w_SvGms': Value(dtype='float64', id=None), 'w_bpSaved': Value(dtype='float64', id=None), 'w_bpFaced': Value(dtype='float64', id=None), 'l_ace': Value(dtype='float64', id=None), 'l_df': Value(dtype='float64', id=None), 'l_svpt': Value(dtype='float64', id=None), 'l_1stIn': Value(dtype='float64', id=None), 'l_1stWon': Value(dtype='float64', id=None), 'l_2ndWon': Value(dtype='float64', id=None), 'l_SvGms': Value(dtype='float64', id=None), 'l_bpSaved': Value(dtype='float64', id=None), 'l_bpFaced': Value(dtype='float64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1396, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1045, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1029, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1124, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1884, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2015, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 20 new columns ({'__index_level_17__', '__index_level_9__', '__index_level_7__', '__index_level_18__', '__index_level_5__', '__index_level_11__', '__index_level_0__', '__index_level_15__', '__index_level_13__', '__index_level_1__', '__index_level_14__', '__index_level_19__', '__index_level_3__', '__index_level_10__', '__index_level_2__', '__index_level_12__', '__index_level_16__', '__index_level_4__', '__index_level_6__', '__index_level_8__'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/sunga25/atp_matches/atp_matches_2016.csv (at revision 5c88f57bce50b9d4cf298b5a5ca4ce614132cdbc)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

tourney_id string	tourney_name string	surface string	draw_size int64	tourney_level string	tourney_date int64	match_num int64	winner_id int64	winner_seed float64	winner_entry string	winner_name string	winner_hand string	winner_ht float64	winner_ioc string	winner_age float64	winner_rank float64	winner_rank_points float64	loser_id int64	loser_seed float64	loser_entry string	loser_name string	loser_hand string	loser_ht float64	loser_ioc string	loser_age float64	loser_rank float64	loser_rank_points float64	score string	best_of int64	round string	minutes float64	w_ace float64	w_df float64	w_svpt float64	w_1stIn float64	w_1stWon float64	w_2ndWon float64	w_SvGms float64	w_bpSaved float64	w_bpFaced float64	l_ace float64	l_df float64	l_svpt float64	l_1stIn float64	l_1stWon float64	l_2ndWon float64	l_SvGms float64	l_bpSaved float64	l_bpFaced float64
2000-717	Orlando	Clay	32	A	20,000,501	1	102,179	null	null	Antony Dupuis	R	185	FRA	27.181383	113	351	102,776	1	null	Andrew Ilie	R	180	AUS	24.035592	50	762	3-6 7-6(6) 7-6(4)	3	R32	162	8	1	126	76	56	29	16	14	15	13	4	110	59	49	31	17	4	4
2000-717	Orlando	Clay	32	A	20,000,501	2	103,602	null	Q	Fernando Gonzalez	R	183	CHI	19.756331	352	76	102,821	null	WC	Cecil Mamiit	R	173	PHI	23.843943	139	280	6-2 7-5	3	R32	86	4	2	67	35	25	16	10	4	6	0	0	57	24	13	17	10	4	9
2000-717	Orlando	Clay	32	A	20,000,501	3	103,387	null	null	Paradorn Srichaphan	R	185	THA	20.881588	103	380	102,205	null	null	Sebastien Lareau	R	183	CAN	27.011636	133	293	6-1 6-3	3	R32	64	4	1	46	29	23	11	8	0	0	2	2	65	39	22	10	8	6	10
2000-717	Orlando	Clay	32	A	20,000,501	4	101,733	null	null	Jan Siemerink	L	183	NED	30.047912	107	371	102,925	8	null	Justin Gimelstob	R	196	USA	23.26078	95	408	4-6 6-2 7-5	3	R32	150	8	6	109	56	43	21	15	9	12	4	6	104	57	35	24	15	6	11
2000-717	Orlando	Clay	32	A	20,000,501	5	101,727	4	null	Jason Stoltenberg	R	185	AUS	30.075291	74	543	101,826	null	null	Alex Lopez Moron	R	175	ESP	29.423682	111	357	6-1 6-4	3	R32	60	3	0	50	27	22	16	9	1	1	0	3	47	28	17	10	8	3	6
2000-717	Orlando	Clay	32	A	20,000,501	6	103,181	null	null	Jiri Vanek	R	185	CZE	22.020534	92	429	101,885	null	null	Wayne Arthurs	L	190	AUS	29.122519	102	381	6-7(2) 6-4 6-3	3	R32	115	9	4	95	60	43	26	16	5	6	11	8	94	48	31	29	15	6	9
2000-717	Orlando	Clay	32	A	20,000,501	7	101,675	null	null	Martin Rodriguez	R	178	ARG	30.368241	120	322	102,455	null	null	Lorenzo Manta	R	190	SUI	25.623546	112	356	6-7(7) 7-6(2) 7-6(3)	3	R32	171	4	11	148	65	54	43	18	9	12	5	5	126	70	45	36	18	3	6
2000-717	Orlando	Clay	32	A	20,000,501	8	102,834	5	null	Paul Goldstein	R	178	USA	23.739904	79	516	101,086	null	null	Ronald Agenor	R	180	USA	35.463381	91	430	6-2 6-1	3	R32	66	1	1	42	23	19	13	8	0	0	0	0	42	25	9	10	7	3	7
2000-717	Orlando	Clay	32	A	20,000,501	9	103,454	6	null	Nicolas Massu	R	183	CHI	20.558522	89	464	102,133	null	null	Laurence Tieleman	R	180	ITA	27.460643	97	404	6-2 6-3	3	R32	63	2	2	49	30	26	10	9	3	4	2	3	47	25	13	10	8	3	7
2000-717	Orlando	Clay	32	A	20,000,501	10	102,466	null	null	Jan Kroslak	R	188	SVK	25.538672	125	315	102,966	null	null	Fredrik Jonsson	R	193	SWE	23.093771	117	342	6-1 3-6 7-6(4)	3	R32	123	7	2	83	55	42	14	14	3	6	3	2	102	62	43	14	14	9	13
2000-717	Orlando	Clay	32	A	20,000,501	11	103,188	null	WC	Michael Russell	R	173	USA	22.001369	165	221	103,204	null	WC	Hugo Armando	R	183	USA	21.930185	239	138	6-4 6-2	3	R32	76	1	4	56	36	26	11	9	2	3	2	1	52	27	16	12	9	0	4
2000-717	Orlando	Clay	32	A	20,000,501	12	101,150	3	null	Gianluca Pozzi	L	180	ITA	34.872005	72	550	102,880	null	null	Alexander Popp	R	201	GER	23.488022	105	378	6-3 6-2	3	R32	69	1	3	56	26	20	18	9	3	4	2	2	52	35	18	8	8	3	7
2000-717	Orlando	Clay	32	A	20,000,501	13	103,009	null	Q	Razvan Sabau	R	185	ROU	22.869268	205	160	102,987	7	null	Andre Sa	R	185	BRA	22.986995	85	477	6-3 7-5	3	R32	98	4	1	69	50	37	9	11	4	5	3	5	74	32	23	18	10	7	10
2000-717	Orlando	Clay	32	A	20,000,501	14	103,082	null	null	Markus Hantschk	R	188	GER	22.447639	100	385	102,720	null	null	Tomas Zib	R	178	CZE	24.249144	110	363	4-6 6-4 6-4	3	R32	149	7	0	98	67	48	14	15	7	10	4	0	96	67	43	13	15	7	11
2000-717	Orlando	Clay	32	A	20,000,501	15	103,598	null	Q	Xavier Malisse	R	185	BEL	19.78371	148	253	102,233	null	null	Leander Paes	R	178	IND	26.872005	138	282	6-3 6-2	3	R32	52	0	0	43	37	29	4	8	3	3	3	5	52	30	21	5	9	1	5
2000-717	Orlando	Clay	32	A	20,000,501	16	102,887	null	Q	Ramon Delgado	R	185	PAR	23.460643	216	155	102,998	2	null	Jan Michael Gambill	R	190	USA	22.910335	67	588	5-7 7-5 6-4	3	R32	144	5	3	106	66	52	17	17	1	4	15	5	112	59	47	22	17	8	12
2000-717	Orlando	Clay	32	A	20,000,501	17	103,602	null	Q	Fernando Gonzalez	R	183	CHI	19.756331	352	76	102,179	null	null	Antony Dupuis	R	185	FRA	27.181383	113	351	7-5 7-6(4)	3	R16	112	3	7	74	39	29	18	12	3	6	3	1	93	59	34	17	12	6	10
2000-717	Orlando	Clay	32	A	20,000,501	18	103,387	null	null	Paradorn Srichaphan	R	185	THA	20.881588	103	380	101,733	null	null	Jan Siemerink	L	183	NED	30.047912	107	371	7-5 6-3	3	R16	76	2	4	59	33	23	15	10	2	3	8	3	64	40	28	10	11	4	8
2000-717	Orlando	Clay	32	A	20,000,501	19	103,181	null	null	Jiri Vanek	R	185	CZE	22.020534	92	429	101,727	4	null	Jason Stoltenberg	R	185	AUS	30.075291	74	543	7-6(6) 4-6 6-4	3	R16	151	3	2	110	66	49	20	16	5	8	13	3	113	66	50	22	16	9	12
2000-717	Orlando	Clay	32	A	20,000,501	20	101,675	null	null	Martin Rodriguez	R	178	ARG	30.368241	120	322	102,834	5	null	Paul Goldstein	R	178	USA	23.739904	79	516	6-2 6-4	3	R16	68	9	1	43	25	20	10	9	0	2	1	3	57	39	21	6	9	1	6
2000-717	Orlando	Clay	32	A	20,000,501	21	103,454	6	null	Nicolas Massu	R	183	CHI	20.558522	89	464	102,466	null	null	Jan Kroslak	R	188	SVK	25.538672	125	315	6-4 6-2	3	R16	72	7	0	48	34	28	9	9	0	0	3	3	63	38	24	12	9	5	8
2000-717	Orlando	Clay	32	A	20,000,501	22	101,150	3	null	Gianluca Pozzi	L	180	ITA	34.872005	72	550	103,188	null	WC	Michael Russell	R	173	USA	22.001369	165	221	6-7(4) 6-2 6-0	3	R16	135	5	1	80	39	33	27	13	3	3	1	2	94	68	39	14	13	8	13
2000-717	Orlando	Clay	32	A	20,000,501	23	103,082	null	null	Markus Hantschk	R	188	GER	22.447639	100	385	103,009	null	Q	Razvan Sabau	R	185	ROU	22.869268	205	160	3-6 7-5 6-3	3	R16	136	12	4	92	59	47	12	15	2	4	7	2	96	64	44	16	15	7	10
2000-717	Orlando	Clay	32	A	20,000,501	24	102,887	null	Q	Ramon Delgado	R	185	PAR	23.460643	216	155	103,598	null	Q	Xavier Malisse	R	185	BEL	19.78371	148	253	7-5 6-4	3	R16	83	7	0	63	39	26	15	11	2	4	2	3	73	35	23	17	11	5	9
2000-717	Orlando	Clay	32	A	20,000,501	25	103,602	null	Q	Fernando Gonzalez	R	183	CHI	19.756331	352	76	103,387	null	null	Paradorn Srichaphan	R	185	THA	20.881588	103	380	6-3 6-3	3	QF	67	4	4	52	36	27	9	9	4	5	5	3	58	33	22	9	9	2	6
2000-717	Orlando	Clay	32	A	20,000,501	26	101,675	null	null	Martin Rodriguez	R	178	ARG	30.368241	120	322	103,181	null	null	Jiri Vanek	R	185	CZE	22.020534	92	429	6-3 7-5	3	QF	85	13	2	65	37	34	12	11	2	3	0	3	62	35	23	12	10	0	3
2000-717	Orlando	Clay	32	A	20,000,501	27	103,454	6	null	Nicolas Massu	R	183	CHI	20.558522	89	464	101,150	3	null	Gianluca Pozzi	L	180	ITA	34.872005	72	550	2-6 6-2 6-2	3	QF	120	1	1	73	43	31	17	12	4	6	2	1	76	38	27	15	12	2	6
2000-717	Orlando	Clay	32	A	20,000,501	28	102,887	null	Q	Ramon Delgado	R	185	PAR	23.460643	216	155	103,082	null	null	Markus Hantschk	R	188	GER	22.447639	100	385	7-5 6-4	3	QF	92	5	0	56	33	26	14	11	0	2	1	2	72	49	30	10	11	6	10
2000-717	Orlando	Clay	32	A	20,000,501	29	103,602	null	Q	Fernando Gonzalez	R	183	CHI	19.756331	352	76	101,675	null	null	Martin Rodriguez	R	178	ARG	30.368241	120	322	6-0 3-6 7-5	3	SF	115	5	7	78	40	32	22	13	4	5	6	9	100	64	43	15	14	4	8
2000-717	Orlando	Clay	32	A	20,000,501	30	103,454	6	null	Nicolas Massu	R	183	CHI	20.558522	89	464	102,887	null	Q	Ramon Delgado	R	185	PAR	23.460643	216	155	6-4 6-4	3	SF	91	4	1	53	28	22	10	10	0	3	4	1	62	34	16	16	10	3	8
2000-717	Orlando	Clay	32	A	20,000,501	31	103,602	null	Q	Fernando Gonzalez	R	183	CHI	19.756331	352	76	103,454	6	null	Nicolas Massu	R	183	CHI	20.558522	89	464	6-2 6-3	3	F	78	7	8	56	29	25	12	8	0	0	5	3	57	36	21	8	9	6	10
2000-409	Atlanta	Clay	32	A	20,000,410	1	101,736	1	null	Andre Agassi	R	180	USA	29.94935	1	5,059	103,598	null	Q	Xavier Malisse	R	185	BEL	19.726215	151	244	6-3 6-4	3	R32	71	3	4	53	31	23	9	9	1	3	3	4	73	37	21	15	10	7	12
2000-409	Atlanta	Clay	32	A	20,000,410	2	103,181	null	null	Jiri Vanek	R	185	CZE	21.963039	101	393	102,925	null	null	Justin Gimelstob	R	196	USA	23.203285	94	426	7-5 6-4	3	R32	93	5	1	70	35	25	17	11	5	7	4	3	77	45	30	12	11	6	10
2000-409	Atlanta	Clay	32	A	20,000,410	3	103,420	null	null	Michal Tabara	R	175	CZE	20.665298	117	336	101,320	null	null	Magnus Gustafsson	R	185	SWE	33.267625	82	522	6-2 6-1	3	R32	54	0	0	39	14	11	19	7	3	3	2	9	57	28	17	9	8	6	11
2000-409	Atlanta	Clay	32	A	20,000,410	4	101,543	7	null	Jeff Tarango	L	180	USA	31.386721	74	555	102,987	null	null	Andre Sa	R	185	BRA	22.9295	88	450	6-2 6-1	3	R32	49	6	1	58	31	25	12	8	5	6	1	3	35	21	8	5	7	3	8
2000-409	Atlanta	Clay	32	A	20,000,410	5	101,723	3	null	Magnus Larsson	R	193	SWE	30.045175	36	891	102,104	null	null	Christian Ruud	R	188	NOR	27.627652	96	423	6-1 6-4	3	R32	79	4	2	75	46	29	17	9	7	8	2	4	51	34	21	4	8	5	9
2000-409	Atlanta	Clay	32	A	20,000,410	6	101,727	null	null	Jason Stoltenberg	R	185	AUS	30.017796	92	437	102,966	null	null	Fredrik Jonsson	R	193	SWE	23.036277	115	338	6-1 6-1	3	R32	59	4	0	38	18	15	14	7	0	0	0	4	48	20	11	10	7	10	15
2000-409	Atlanta	Clay	32	A	20,000,410	7	103,454	null	null	Nicolas Massu	R	183	CHI	20.501027	89	447	102,872	null	null	James Sekulov	R	180	AUS	23.49076	127	321	6-4 6-1	3	R32	67	3	1	40	19	17	14	8	2	3	2	0	53	29	13	12	9	4	9
2000-409	Atlanta	Clay	32	A	20,000,410	8	102,227	6	null	Sargis Sargsian	R	180	ARM	26.852841	57	699	102,558	null	Q	Eric Taino	L	175	PHI	25.065024	374	69	6-0 6-2	3	R32	65	2	0	47	36	26	7	7	2	2	1	1	54	32	17	6	7	2	7
2000-409	Atlanta	Clay	32	A	20,000,410	9	102,162	5	null	Chris Woodruff	R	188	USA	27.268994	43	796	102,911	null	null	Andrei Stoliarov	R	178	RUS	23.249829	123	328	6-3 7-5	3	R32	90	8	2	57	34	27	8	11	4	7	7	7	81	40	25	16	10	9	14
2000-409	Atlanta	Clay	32	A	20,000,410	10	101,889	null	WC	Todd Woodbridge	R	178	AUS	29.023956	168	215	101,086	null	null	Ronald Agenor	R	180	USA	35.405886	93	430	7-6(3) 6-4	3	R32	93	2	4	71	50	34	11	11	4	7	1	2	68	53	32	6	11	4	8
2000-409	Atlanta	Clay	32	A	20,000,410	11	103,031	null	null	Julian Alonso	R	185	ESP	22.688569	125	325	103,240	null	Q	Kevin Kim	R	180	USA	21.708419	188	187	4-6 6-0 6-3	3	R32	98	3	1	87	53	36	18	13	5	7	3	2	65	39	22	12	12	1	6
2000-409	Atlanta	Clay	32	A	20,000,410	12	102,021	4	null	Michael Chang	R	175	USA	28.131417	37	879	102,106	null	null	Davide Sanguinetti	R	188	ITA	27.624914	106	380	7-5 6-3	3	R32	88	1	4	69	35	27	21	11	2	2	2	2	57	28	20	17	10	2	4
2000-409	Atlanta	Clay	32	A	20,000,410	13	102,776	8	null	Andrew Ilie	R	180	AUS	23.978097	79	535	102,720	null	null	Tomas Zib	R	178	CZE	24.19165	105	388	6-4 6-2	3	R32	76	7	3	61	28	24	16	9	0	1	1	3	67	42	26	10	9	7	11
2000-409	Atlanta	Clay	32	A	20,000,410	14	101,902	null	null	Stephane Huet	L	180	FRA	28.960986	120	332	103,188	null	Q	Michael Russell	R	173	USA	21.943874	170	209	5-7 6-2 6-4	3	R32	136	4	1	95	47	31	25	15	6	10	4	7	108	71	42	16	15	11	17
2000-409	Atlanta	Clay	32	A	20,000,410	15	102,834	null	null	Paul Goldstein	R	178	USA	23.682409	84	514	103,834	null	WC	Levar Harper Griffith	R	null	USA	18.59822	1,312	1	3-6 6-4 6-4	3	R32	111	4	5	100	65	44	14	15	10	15	6	5	96	56	31	21	14	8	13
2000-409	Atlanta	Clay	32	A	20,000,410	16	102,905	2	null	Stefan Koubek	L	175	AUT	23.268994	22	1,114	102,768	null	null	Federico Browne	R	180	ARG	24.008214	136	300	7-5 6-0	3	R32	64	6	0	62	44	29	8	9	8	10	2	2	61	31	16	11	9	1	7
2000-409	Atlanta	Clay	32	A	20,000,410	17	103,181	null	null	Jiri Vanek	R	185	CZE	21.963039	101	393	101,736	1	null	Andre Agassi	R	180	USA	29.94935	1	5,059	6-4 RET	3	R16	42	2	0	25	13	9	6	5	3	5	2	2	43	29	18	2	6	5	8
2000-409	Atlanta	Clay	32	A	20,000,410	18	101,543	7	null	Jeff Tarango	L	180	USA	31.386721	74	555	103,420	null	null	Michal Tabara	R	175	CZE	20.665298	117	336	5-7 6-2 7-6(4)	3	R16	144	7	7	122	71	44	27	16	7	12	3	4	124	89	52	17	16	9	15
2000-409	Atlanta	Clay	32	A	20,000,410	19	101,727	null	null	Jason Stoltenberg	R	185	AUS	30.017796	92	437	101,723	3	null	Magnus Larsson	R	193	SWE	30.045175	36	891	3-6 6-4 6-4	3	R16	105	4	3	89	60	45	14	15	5	7	2	0	88	67	48	10	14	4	6
2000-409	Atlanta	Clay	32	A	20,000,410	20	103,454	null	null	Nicolas Massu	R	183	CHI	20.501027	89	447	102,227	6	null	Sargis Sargsian	R	180	ARM	26.852841	57	699	6-2 6-3	3	R16	68	4	0	47	25	20	14	8	0	0	3	4	51	33	22	6	9	1	5
2000-409	Atlanta	Clay	32	A	20,000,410	21	102,162	5	null	Chris Woodruff	R	188	USA	27.268994	43	796	101,889	null	WC	Todd Woodbridge	R	178	AUS	29.023956	168	215	4-6 6-2 6-2	3	R16	93	3	5	67	49	39	7	13	0	2	2	1	70	45	25	11	13	1	6
2000-409	Atlanta	Clay	32	A	20,000,410	22	102,021	4	null	Michael Chang	R	175	USA	28.131417	37	879	103,031	null	null	Julian Alonso	R	185	ESP	22.688569	125	325	7-5 6-7(3) 6-3	3	R16	148	1	1	105	52	36	26	16	3	7	5	5	108	77	48	15	17	6	13
2000-409	Atlanta	Clay	32	A	20,000,410	23	102,776	8	null	Andrew Ilie	R	180	AUS	23.978097	79	535	101,902	null	null	Stephane Huet	L	180	FRA	28.960986	120	332	6-3 7-5	3	R16	83	4	5	61	22	19	19	11	2	5	2	1	65	29	19	15	10	5	10
2000-409	Atlanta	Clay	32	A	20,000,410	24	102,905	2	null	Stefan Koubek	L	175	AUT	23.268994	22	1,114	102,834	null	null	Paul Goldstein	R	178	USA	23.682409	84	514	6-2 3-6 6-3	3	R16	100	2	3	68	39	25	15	13	4	9	3	1	89	50	23	21	13	8	15
2000-409	Atlanta	Clay	32	A	20,000,410	25	101,543	7	null	Jeff Tarango	L	180	USA	31.386721	74	555	103,181	null	null	Jiri Vanek	R	185	CZE	21.963039	101	393	7-6(3) 6-2	3	QF	71	5	6	59	33	25	14	10	1	3	5	4	75	42	27	14	10	7	11
2000-409	Atlanta	Clay	32	A	20,000,410	26	101,727	null	null	Jason Stoltenberg	R	185	AUS	30.017796	92	437	103,454	null	null	Nicolas Massu	R	183	CHI	20.501027	89	447	6-1 6-2	3	QF	56	8	0	45	29	25	10	8	2	2	2	1	41	22	13	9	7	2	6
2000-409	Atlanta	Clay	32	A	20,000,410	27	102,021	4	null	Michael Chang	R	175	USA	28.131417	37	879	102,162	5	null	Chris Woodruff	R	188	USA	27.268994	43	796	7-6(4) 6-1	3	QF	96	3	3	55	29	21	17	9	1	2	1	5	80	49	32	9	10	9	13
2000-409	Atlanta	Clay	32	A	20,000,410	28	102,776	8	null	Andrew Ilie	R	180	AUS	23.978097	79	535	102,905	2	null	Stefan Koubek	L	175	AUT	23.268994	22	1,114	7-6(3) 6-4	3	QF	93	5	5	84	40	32	25	11	4	5	6	6	86	57	39	10	11	4	6
2000-409	Atlanta	Clay	32	A	20,000,410	29	101,727	null	null	Jason Stoltenberg	R	185	AUS	30.017796	92	437	101,543	7	null	Jeff Tarango	L	180	USA	31.386721	74	555	6-2 6-4	3	SF	62	7	2	50	28	23	15	9	2	2	2	2	59	35	22	13	9	5	8
2000-409	Atlanta	Clay	32	A	20,000,410	30	102,776	8	null	Andrew Ilie	R	180	AUS	23.978097	79	535	102,021	4	null	Michael Chang	R	175	USA	28.131417	37	879	6-3 1-6 6-2	3	SF	105	4	5	77	35	24	25	12	3	5	4	2	89	43	32	21	12	6	9
2000-409	Atlanta	Clay	32	A	20,000,410	31	102,776	8	null	Andrew Ilie	R	180	AUS	23.978097	79	535	101,727	null	null	Jason Stoltenberg	R	185	AUS	30.017796	92	437	6-3 7-5	3	F	92	2	2	78	39	28	20	11	5	7	4	2	71	36	19	18	10	7	11
2000-408	London	Hard	32	A	20,000,221	1	102,338	1	null	Yevgeny Kafelnikov	R	190	RUS	26.006845	3	2,670	102,446	null	null	Andrei Medvedev	R	193	UKR	25.475702	36	933	6-3 6-4	3	R32	62	2	2	65	32	21	20	10	5	7	10	1	55	32	22	7	9	1	5
2000-408	London	Hard	32	A	20,000,221	2	101,888	null	null	Daniel Vacek	R	190	CZE	28.892539	44	790	102,563	null	null	Thomas Johansson	R	180	SWE	24.914442	41	851	6-3 6-2	3	R32	69	1	3	48	21	13	17	9	1	4	7	0	52	20	12	10	8	3	9
2000-408	London	Hard	32	A	20,000,221	3	102,148	null	null	Fabrice Santoro	R	178	FRA	27.200548	34	951	103,498	null	null	Marat Safin	R	193	RUS	20.068446	37	924	4-6 6-2 6-4	3	R32	106	3	1	75	44	33	15	14	2	6	12	5	97	36	27	26	14	5	11
2000-408	London	Hard	32	A	20,000,221	4	102,271	8	null	Hicham Arazi	L	175	MAR	26.340862	27	1,051	102,998	null	null	Jan Michael Gambill	R	190	USA	22.718686	60	659	6-4 7-5	3	R32	71	3	2	66	39	35	13	11	1	1	9	1	59	41	30	11	11	3	5
2000-408	London	Hard	32	A	20,000,221	5	103,151	null	null	Mariano Zabaleta	R	183	ARG	21.979466	32	998	102,450	3	null	Tim Henman	R	185	GBR	25.459274	11	1,543	7-6(3) 7-5	3	R32	120	4	3	105	56	38	29	12	6	6	9	3	68	31	26	23	12	1	2
2000-408	London	Hard	32	A	20,000,221	6	102,642	null	Q	Cyril Saulnier	R	190	FRA	24.517454	163	230	102,783	null	null	Rainer Schuettler	R	180	GER	23.824778	53	711	6-4 6-4	3	R32	81	2	1	64	27	19	23	10	4	5	6	2	55	30	21	14	10	2	5
2000-408	London	Hard	32	A	20,000,221	7	102,259	null	null	Jerome Golmard	L	188	FRA	26.450376	43	805	103,507	null	null	Juan Carlos Ferrero	R	183	ESP	20.024641	26	1,055	6-2 6-2	3	R32	68	4	3	48	22	18	17	8	3	3	2	4	55	24	15	13	8	4	8
2000-408	London	Hard	32	A	20,000,221	8	102,257	5	null	Greg Rusedski	L	193	GBR	26.45859	15	1,379	103,096	null	null	Arnaud Clement	R	173	FRA	22.179329	54	710	6-3 6-4	3	R32	68	12	2	52	30	26	10	10	0	2	2	3	53	32	18	9	9	1	5
2000-408	London	Hard	32	A	20,000,221	9	101,611	6	null	Cedric Pioline	R	188	FRA	30.685832	10	1,549	103,252	null	null	Alberto Martin	R	175	ESP	21.505818	50	719	7-5 7-6(5)	3	R32	108	10	3	75	38	30	22	12	2	3	5	6	85	54	40	17	12	4	6
2000-408	London	Hard	32	A	20,000,221	10	101,543	null	LL	Jeff Tarango	L	180	USA	31.252567	77	522	102,035	null	Q	Jonas Bjorkman	R	183	SWE	27.915127	68	606	7-5 6-4	3	R32	80	3	2	59	29	21	24	11	0	0	4	3	63	30	22	21	11	2	4
2000-408	London	Hard	32	A	20,000,221	11	102,344	null	null	Karol Kucera	R	188	SVK	25.968515	33	990	102,562	null	null	Jiri Novak	R	190	CZE	24.919918	39	858	7-5 6-3	3	R32	86	9	9	85	49	37	18	11	9	10	1	2	74	52	34	8	10	6	9
2000-408	London	Hard	32	A	20,000,221	12	102,358	4	null	Thomas Enqvist	R	190	SWE	25.943874	12	1,503	102,437	null	Q	Adrian Voinea	R	185	ROU	25.544148	78	511	6-1 6-4	3	R32	66	8	7	65	28	26	19	9	6	6	5	4	49	28	19	8	8	2	5
2000-408	London	Hard	32	A	20,000,221	13	103,103	7	null	Dominik Hrbaty	R	183	SVK	22.130048	21	1,125	102,318	null	null	Andrei Pavel	R	183	ROU	26.067077	63	629	6-4 6-3	3	R32	58	7	3	48	14	14	26	10	0	0	5	4	58	29	24	13	9	4	6
2000-408	London	Hard	32	A	20,000,221	14	101,820	null	null	Marc Rosset	R	201	SUI	29.289528	72	555	103,344	null	WC	Ivan Ljubicic	R	193	CRO	20.928131	69	595	6-4 6-4	3	R32	76	7	6	57	30	25	17	10	2	3	5	1	56	27	20	14	10	1	4
2000-408	London	Hard	32	A	20,000,221	15	101,964	null	WC	Goran Ivanisevic	L	193	CRO	28.440794	61	652	102,286	null	Q	Wayne Black	R	170	ZIM	26.269678	142	267	7-5 6-2	3	R32	67	12	5	60	26	23	19	10	3	4	2	4	56	30	19	11	10	3	7
2000-408	London	Hard	32	A	20,000,221	16	103,819	null	null	Roger Federer	R	185	SUI	18.537988	66	625	103,017	2	null	Nicolas Kiefer	R	183	GER	22.631075	4	2,435	6-2 6-3	3	R32	62	6	1	56	33	26	12	8	5	5	2	2	49	23	13	13	9	2	6
2000-408	London	Hard	32	A	20,000,221	17	102,338	1	null	Yevgeny Kafelnikov	R	190	RUS	26.006845	3	2,670	101,888	null	null	Daniel Vacek	R	190	CZE	28.892539	44	790	6-2 7-5	3	R16	82	7	4	79	48	34	15	10	6	7	5	3	58	21	14	18	10	1	5
2000-408	London	Hard	32	A	20,000,221	18	102,148	null	null	Fabrice Santoro	R	178	FRA	27.200548	34	951	102,271	8	null	Hicham Arazi	L	175	MAR	26.340862	27	1,051	6-4 6-2	3	R16	66	3	3	57	22	18	19	9	4	5	5	4	51	25	14	11	9	1	5
2000-408	London	Hard	32	A	20,000,221	19	103,151	null	null	Mariano Zabaleta	R	183	ARG	21.979466	32	998	102,642	null	Q	Cyril Saulnier	R	190	FRA	24.517454	163	230	6-4 6-1	3	R16	85	7	2	64	31	25	18	8	5	5	3	5	69	31	19	16	9	10	14
2000-408	London	Hard	32	A	20,000,221	20	102,257	5	null	Greg Rusedski	L	193	GBR	26.45859	15	1,379	102,259	null	null	Jerome Golmard	L	188	FRA	26.450376	43	805	7-6(5) 7-6(4)	3	R16	101	7	1	78	44	38	21	12	3	4	6	5	78	38	32	22	12	1	2
2000-408	London	Hard	32	A	20,000,221	21	101,611	6	null	Cedric Pioline	R	188	FRA	30.685832	10	1,549	101,543	null	LL	Jeff Tarango	L	180	USA	31.252567	77	522	6-3 6-4	3	R16	88	12	7	64	28	25	18	10	5	6	1	6	69	34	23	15	9	6	9
2000-408	London	Hard	32	A	20,000,221	22	102,358	4	null	Thomas Enqvist	R	190	SWE	25.943874	12	1,503	102,344	null	null	Karol Kucera	R	188	SVK	25.968515	33	990	6-3 3-6 6-4	3	R16	113	7	4	94	53	36	22	14	7	11	6	5	88	43	31	21	14	7	12
2000-408	London	Hard	32	A	20,000,221	23	101,820	null	null	Marc Rosset	R	201	SUI	29.289528	72	555	103,103	7	null	Dominik Hrbaty	R	183	SVK	22.130048	21	1,125	6-3 7-6(8)	3	R16	92	5	9	68	31	27	19	10	1	2	2	7	74	28	18	25	11	4	7
2000-408	London	Hard	32	A	20,000,221	24	103,819	null	null	Roger Federer	R	185	SUI	18.537988	66	625	101,964	null	WC	Goran Ivanisevic	L	193	CRO	28.440794	61	652	7-5 6-3	3	R16	65	6	1	63	44	31	11	10	0	1	11	5	60	27	22	12	11	3	7
2000-408	London	Hard	32	A	20,000,221	25	102,338	1	null	Yevgeny Kafelnikov	R	190	RUS	26.006845	3	2,670	102,148	null	null	Fabrice Santoro	R	178	FRA	27.200548	34	951	6-3 6-2	3	QF	61	2	0	54	31	28	12	9	3	3	5	2	44	19	12	13	8	0	3
2000-408	London	Hard	32	A	20,000,221	26	102,257	5	null	Greg Rusedski	L	193	GBR	26.45859	15	1,379	103,151	null	null	Mariano Zabaleta	R	183	ARG	21.979466	32	998	6-4 7-5	3	QF	90	4	8	68	34	28	19	11	4	5	7	3	71	36	29	14	11	3	6
2000-408	London	Hard	32	A	20,000,221	27	102,358	4	null	Thomas Enqvist	R	190	SWE	25.943874	12	1,503	101,611	6	null	Cedric Pioline	R	188	FRA	30.685832	10	1,549	7-6(3) 4-6 7-6(6)	3	QF	157	20	7	104	50	45	30	17	4	7	21	15	155	75	64	32	17	15	17
2000-408	London	Hard	32	A	20,000,221	28	101,820	null	null	Marc Rosset	R	201	SUI	29.289528	72	555	103,819	null	null	Roger Federer	R	185	SUI	18.537988	66	625	3-6 6-4 6-4	3	QF	112	6	7	78	43	38	17	14	3	4	4	3	113	63	48	23	15	9	11
2000-408	London	Hard	32	A	20,000,221	29	102,338	1	null	Yevgeny Kafelnikov	R	190	RUS	26.006845	3	2,670	102,257	5	null	Greg Rusedski	L	193	GBR	26.45859	15	1,379	6-3 7-6(4)	3	SF	74	4	4	61	32	28	20	11	0	0	9	3	68	38	27	17	10	4	5
2000-408	London	Hard	32	A	20,000,221	30	101,820	null	null	Marc Rosset	R	201	SUI	29.289528	72	555	102,358	4	null	Thomas Enqvist	R	190	SWE	25.943874	12	1,503	7-5 1-6 6-3	3	SF	102	14	6	84	51	44	13	14	9	11	7	8	85	41	32	24	14	6	8
2000-408	London	Hard	32	A	20,000,221	31	101,820	null	null	Marc Rosset	R	201	SUI	29.289528	72	555	102,338	1	null	Yevgeny Kafelnikov	R	190	RUS	26.006845	3	2,670	6-4 6-4	3	F	80	9	4	66	38	31	14	10	4	5	6	6	68	36	26	13	10	5	8
2000-560	US Open	Hard	128	G	20,000,828	1	101,736	1	null	Andre Agassi	R	180	USA	30.332649	1	3,754	103,297	null	WC	Alex Kim	R	175	USA	21.689254	432	53	6-4 6-2 6-0	5	R128	89	8	4	80	50	37	16	12	2	3	3	8	90	52	30	13	12	5	12
2000-560	US Open	Hard	128	G	20,000,828	2	103,096	null	null	Arnaud Clement	R	173	FRA	22.696783	37	928	103,292	null	null	Gaston Gaudio	R	175	ARG	21.71937	26	1,067	6-3 6-4 6-2	5	R128	105	11	5	92	58	44	16	14	2	3	5	4	84	53	34	12	13	7	12
2000-560	US Open	Hard	128	G	20,000,828	3	102,271	null	null	Hicham Arazi	L	175	MAR	26.858316	41	889	103,082	null	null	Markus Hantschk	R	188	GER	22.773443	92	448	6-3 6-0 4-6 6-7(3) 6-4	5	R128	214	15	3	147	87	61	28	24	8	13	7	3	167	95	58	32	23	10	19
2000-560	US Open	Hard	128	G	20,000,828	4	101,965	null	null	Wayne Ferreira	R	185	RSA	28.952772	21	1,227	102,776	null	null	Andrew Ilie	R	180	AUS	24.361396	51	794	6-3 2-6 6-4 6-1	5	R128	116	11	3	95	49	39	19	17	5	10	7	7	103	61	41	13	17	5	13
2000-560	US Open	Hard	128	G	20,000,828	5	103,324	null	null	Arnaud Di Pasquale	R	185	FRA	21.544148	63	642	102,735	null	Q	Cedric Kauffmann	R	null	FRA	24.492813	311	98	6-4 6-4 4-6 6-3	5	R128	147	8	6	118	63	48	30	20	2	5	3	4	131	93	57	19	19	7	12
2000-560	US Open	Hard	128	G	20,000,828	6	102,318	null	null	Andrei Pavel	R	183	ROU	26.584531	35	945	103,894	null	WC	Phillip King	R	175	USA	18.691307	312	96	6-3 6-4 6-3	5	R128	89	5	3	74	37	27	26	14	2	4	5	2	83	36	22	24	14	4	10
2000-560	US Open	Hard	128	G	20,000,828	7	102,259	null	null	Jerome Golmard	L	188	FRA	26.96783	48	813	102,286	null	Q	Wayne Black	R	170	ZIM	26.787132	118	332	6-2 6-2 6-2	5	R128	87	12	4	61	34	30	17	12	0	1	4	2	77	26	19	17	12	7	14

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