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Hatman
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NBA-Players-Results-2018

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The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

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 29 new columns ({'FG', 'GS', '2P', 'PF', 'FT', 'Name', 'G', 'Age', '3PA', 'BLK', 'FT%', 'DRB', '2PA', 'STL', 'Rk', '2P%', 'PTS/G', 'TRB', '3P', 'FGA', 'FG%', 'TOV', 'MP', 'ORB', 'AST', 'FTA', 'TEAM', '3P%', 'eFG%'}) and 11 missing columns ({'Date', 'Start (ET)', 'Home/Neutral', 'Box Score', 'Overtime', 'Arena', 'PTS.1', 'Notes', 'Visitor/Neutral', 'Attendance', 'PTS'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Hatman/NBA-Players-Results-2018/player_stats_2018.csv (at revision c366effba38fb1703082cc060b3d196a3a4a8cb9)

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 2011, 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
              Rk: int64
              Name: string
              Age: int64
              G: int64
              GS: int64
              MP: double
              FG: double
              FGA: double
              FG%: double
              3P: double
              3PA: double
              3P%: double
              2P: double
              2PA: double
              2P%: double
              eFG%: double
              FT: double
              FTA: double
              FT%: double
              ORB: double
              DRB: double
              TRB: double
              AST: double
              STL: double
              BLK: double
              TOV: double
              PF: double
              PTS/G: double
              TEAM: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3336
              to
              {'Date': Value(dtype='string', id=None), 'Start (ET)': Value(dtype='string', id=None), 'Visitor/Neutral': Value(dtype='string', id=None), 'PTS': Value(dtype='int64', id=None), 'Home/Neutral': Value(dtype='string', id=None), 'PTS.1': Value(dtype='int64', id=None), 'Box Score': Value(dtype='string', id=None), 'Overtime': Value(dtype='string', id=None), 'Attendance': Value(dtype='int64', id=None), 'Arena': Value(dtype='string', id=None), 'Notes': Value(dtype='string', 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 1321, 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 935, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, 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 1882, 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 2013, 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 29 new columns ({'FG', 'GS', '2P', 'PF', 'FT', 'Name', 'G', 'Age', '3PA', 'BLK', 'FT%', 'DRB', '2PA', 'STL', 'Rk', '2P%', 'PTS/G', 'TRB', '3P', 'FGA', 'FG%', 'TOV', 'MP', 'ORB', 'AST', 'FTA', 'TEAM', '3P%', 'eFG%'}) and 11 missing columns ({'Date', 'Start (ET)', 'Home/Neutral', 'Box Score', 'Overtime', 'Arena', 'PTS.1', 'Notes', 'Visitor/Neutral', 'Attendance', 'PTS'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Hatman/NBA-Players-Results-2018/player_stats_2018.csv (at revision c366effba38fb1703082cc060b3d196a3a4a8cb9)
              
              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.

Date string	Start (ET) string	Visitor/Neutral string	PTS int64	Home/Neutral string	PTS.1 int64	Box Score string	Overtime null	Attendance int64	Arena string	Notes null
Tue Oct 16 2018	8:00p	Philadelphia 76ers	87	Boston Celtics	105	Box Score	null	18,624	TD Garden	null
Tue Oct 16 2018	10:30p	Oklahoma City Thunder	100	Golden State Warriors	108	Box Score	null	19,596	Oracle Arena	null
Wed Oct 17 2018	7:00p	Milwaukee Bucks	113	Charlotte Hornets	112	Box Score	null	17,889	Spectrum Center	null
Wed Oct 17 2018	7:00p	Brooklyn Nets	100	Detroit Pistons	103	Box Score	null	20,332	Little Caesars Arena	null
Wed Oct 17 2018	7:00p	Memphis Grizzlies	83	Indiana Pacers	111	Box Score	null	17,923	Bankers Life Fieldhouse	null
Wed Oct 17 2018	7:00p	Miami Heat	101	Orlando Magic	104	Box Score	null	19,191	Amway Center	null
Wed Oct 17 2018	7:30p	Atlanta Hawks	107	New York Knicks	126	Box Score	null	18,249	Madison Square Garden (IV)	null
Wed Oct 17 2018	7:30p	Cleveland Cavaliers	104	Toronto Raptors	116	Box Score	null	19,915	Scotiabank Arena	null
Wed Oct 17 2018	8:00p	New Orleans Pelicans	131	Houston Rockets	112	Box Score	null	18,055	Toyota Center	null
Wed Oct 17 2018	8:30p	Minnesota Timberwolves	108	San Antonio Spurs	112	Box Score	null	18,354	AT&T Center	null
Wed Oct 17 2018	10:00p	Utah Jazz	123	Sacramento Kings	117	Box Score	null	17,583	Golden 1 Center	null
Wed Oct 17 2018	10:30p	Denver Nuggets	107	Los Angeles Clippers	98	Box Score	null	19,068	STAPLES Center	null
Wed Oct 17 2018	10:30p	Dallas Mavericks	100	Phoenix Suns	121	Box Score	null	18,055	Talking Stick Resort Arena	null
Thu Oct 18 2018	8:00p	Chicago Bulls	108	Philadelphia 76ers	127	Box Score	null	20,302	Wells Fargo Center	null
Thu Oct 18 2018	8:00p	Miami Heat	113	Washington Wizards	112	Box Score	null	20,409	Capital One Arena	null
Thu Oct 18 2018	10:30p	Los Angeles Lakers	119	Portland Trail Blazers	128	Box Score	null	19,996	Moda Center	null
Fri Oct 19 2018	7:00p	Charlotte Hornets	120	Orlando Magic	88	Box Score	null	17,668	Amway Center	null
Fri Oct 19 2018	7:30p	New York Knicks	105	Brooklyn Nets	107	Box Score	null	17,732	Barclays Center	null
Fri Oct 19 2018	8:00p	Atlanta Hawks	117	Memphis Grizzlies	131	Box Score	null	17,019	FedEx Forum	null
Fri Oct 19 2018	8:00p	Cleveland Cavaliers	123	Minnesota Timberwolves	131	Box Score	null	18,978	Target Center	null
Fri Oct 19 2018	8:00p	Sacramento Kings	129	New Orleans Pelicans	149	Box Score	null	18,337	Smoothie King Center	null
Fri Oct 19 2018	8:00p	Boston Celtics	101	Toronto Raptors	113	Box Score	null	19,800	Scotiabank Arena	null
Fri Oct 19 2018	8:30p	Indiana Pacers	101	Milwaukee Bucks	118	Box Score	null	17,341	Fiserv Forum	null
Fri Oct 19 2018	10:30p	Oklahoma City Thunder	92	Los Angeles Clippers	108	Box Score	null	14,816	STAPLES Center	null
Fri Oct 19 2018	10:30p	Golden State Warriors	124	Utah Jazz	123	Box Score	null	18,306	Vivint Smart Home Arena	null
Sat Oct 20 2018	7:00p	Brooklyn Nets	112	Indiana Pacers	132	Box Score	null	17,007	Bankers Life Fieldhouse	null
Sat Oct 20 2018	7:00p	Toronto Raptors	117	Washington Wizards	113	Box Score	null	16,185	Capital One Arena	null
Sat Oct 20 2018	7:30p	Boston Celtics	103	New York Knicks	101	Box Score	null	19,427	Madison Square Garden (IV)	null
Sat Oct 20 2018	7:30p	Orlando Magic	115	Philadelphia 76ers	116	Box Score	null	20,300	Wells Fargo Center	null
Sat Oct 20 2018	8:00p	Detroit Pistons	118	Chicago Bulls	116	Box Score	null	21,289	United Center	null
Sat Oct 20 2018	8:00p	Charlotte Hornets	113	Miami Heat	112	Box Score	null	19,600	AmericanAirlines Arena	null
Sat Oct 20 2018	8:30p	Minnesota Timberwolves	136	Dallas Mavericks	140	Box Score	null	20,205	American Airlines Center	null
Sat Oct 20 2018	9:00p	Phoenix Suns	91	Denver Nuggets	119	Box Score	null	19,592	Pepsi Center	null
Sat Oct 20 2018	10:00p	San Antonio Spurs	108	Portland Trail Blazers	121	Box Score	null	19,461	Moda Center	null
Sat Oct 20 2018	10:30p	Houston Rockets	124	Los Angeles Lakers	115	Box Score	null	18,997	STAPLES Center	null
Sun Oct 21 2018	6:00p	Atlanta Hawks	133	Cleveland Cavaliers	111	Box Score	null	19,432	Quicken Loans Arena	null
Sun Oct 21 2018	7:00p	Sacramento Kings	131	Oklahoma City Thunder	120	Box Score	null	18,203	Chesapeake Energy Arena	null
Sun Oct 21 2018	8:00p	Golden State Warriors	98	Denver Nuggets	100	Box Score	null	19,520	Pepsi Center	null
Sun Oct 21 2018	9:00p	Houston Rockets	112	Los Angeles Clippers	115	Box Score	null	16,149	STAPLES Center	null
Mon Oct 22 2018	7:30p	Orlando Magic	93	Boston Celtics	90	Box Score	null	18,624	TD Garden	null
Mon Oct 22 2018	7:30p	Charlotte Hornets	106	Toronto Raptors	127	Box Score	null	19,800	Scotiabank Arena	null
Mon Oct 22 2018	8:00p	New York Knicks	113	Milwaukee Bucks	124	Box Score	null	16,228	Fiserv Forum	null
Mon Oct 22 2018	8:00p	Indiana Pacers	91	Minnesota Timberwolves	101	Box Score	null	10,371	Target Center	null
Mon Oct 22 2018	8:30p	Chicago Bulls	109	Dallas Mavericks	115	Box Score	null	19,291	American Airlines Center	null
Mon Oct 22 2018	9:00p	Memphis Grizzlies	92	Utah Jazz	84	Box Score	null	18,306	Vivint Smart Home Arena	null
Mon Oct 22 2018	10:00p	Washington Wizards	125	Portland Trail Blazers	124	Box Score	null	19,187	Moda Center	null
Mon Oct 22 2018	10:30p	Phoenix Suns	103	Golden State Warriors	123	Box Score	null	19,596	Oracle Arena	null
Mon Oct 22 2018	10:30p	San Antonio Spurs	143	Los Angeles Lakers	142	Box Score	null	18,997	STAPLES Center	null
Tue Oct 23 2018	7:00p	Philadelphia 76ers	132	Detroit Pistons	133	Box Score	null	14,418	Little Caesars Arena	null
Tue Oct 23 2018	8:00p	Los Angeles Clippers	109	New Orleans Pelicans	116	Box Score	null	14,625	Smoothie King Center	null
Tue Oct 23 2018	9:00p	Sacramento Kings	112	Denver Nuggets	126	Box Score	null	13,214	Pepsi Center	null
Wed Oct 24 2018	7:00p	Dallas Mavericks	104	Atlanta Hawks	111	Box Score	null	16,705	State Farm Arena	null
Wed Oct 24 2018	7:00p	Brooklyn Nets	102	Cleveland Cavaliers	86	Box Score	null	19,432	Quicken Loans Arena	null
Wed Oct 24 2018	7:30p	New York Knicks	87	Miami Heat	110	Box Score	null	19,600	AmericanAirlines Arena	null
Wed Oct 24 2018	7:30p	Minnesota Timberwolves	105	Toronto Raptors	112	Box Score	null	19,800	Scotiabank Arena	null
Wed Oct 24 2018	8:00p	Charlotte Hornets	110	Chicago Bulls	112	Box Score	null	19,170	United Center	null
Wed Oct 24 2018	8:00p	Utah Jazz	100	Houston Rockets	89	Box Score	null	18,055	Toyota Center	null
Wed Oct 24 2018	8:30p	Indiana Pacers	116	San Antonio Spurs	96	Box Score	null	18,354	AT&T Center	null
Wed Oct 24 2018	9:30p	Philadelphia 76ers	108	Milwaukee Bucks	123	Box Score	null	17,341	Fiserv Forum	null
Wed Oct 24 2018	10:00p	Los Angeles Lakers	131	Phoenix Suns	113	Box Score	null	18,055	Talking Stick Resort Arena	null
Wed Oct 24 2018	10:00p	Memphis Grizzlies	92	Sacramento Kings	97	Box Score	null	14,198	Golden 1 Center	null
Wed Oct 24 2018	10:30p	Washington Wizards	122	Golden State Warriors	144	Box Score	null	19,596	Oracle Arena	null
Thu Oct 25 2018	7:00p	Cleveland Cavaliers	103	Detroit Pistons	110	Box Score	null	15,896	Little Caesars Arena	null
Thu Oct 25 2018	7:00p	Portland Trail Blazers	128	Orlando Magic	114	Box Score	null	15,114	Amway Center	null
Thu Oct 25 2018	8:00p	Boston Celtics	101	Oklahoma City Thunder	95	Box Score	null	18,203	Chesapeake Energy Arena	null
Thu Oct 25 2018	10:30p	Denver Nuggets	114	Los Angeles Lakers	121	Box Score	null	18,997	STAPLES Center	null
Fri Oct 26 2018	7:00p	Chicago Bulls	106	Charlotte Hornets	135	Box Score	null	15,220	Spectrum Center	null
Fri Oct 26 2018	7:30p	Golden State Warriors	128	New York Knicks	100	Box Score	null	19,812	Madison Square Garden (IV)	null
Fri Oct 26 2018	7:30p	Dallas Mavericks	107	Toronto Raptors	116	Box Score	null	19,800	Scotiabank Arena	null
Fri Oct 26 2018	8:00p	Los Angeles Clippers	133	Houston Rockets	113	Box Score	null	18,055	Toyota Center	null
Fri Oct 26 2018	8:00p	Milwaukee Bucks	125	Minnesota Timberwolves	95	Box Score	null	16,334	Target Center	null
Fri Oct 26 2018	8:00p	Brooklyn Nets	115	New Orleans Pelicans	117	Box Score	null	15,272	Smoothie King Center	null
Fri Oct 26 2018	10:00p	Washington Wizards	112	Sacramento Kings	116	Box Score	null	14,101	Golden 1 Center	null
Sat Oct 27 2018	7:00p	Boston Celtics	109	Detroit Pistons	89	Box Score	null	18,120	Little Caesars Arena	null
Sat Oct 27 2018	7:00p	Utah Jazz	132	New Orleans Pelicans	111	Box Score	null	16,373	Smoothie King Center	null
Sat Oct 27 2018	7:30p	Chicago Bulls	97	Atlanta Hawks	85	Box Score	null	15,549	State Farm Arena	null
Sat Oct 27 2018	7:30p	Indiana Pacers	119	Cleveland Cavaliers	107	Box Score	null	19,432	Quicken Loans Arena	null
Sat Oct 27 2018	7:30p	Charlotte Hornets	103	Philadelphia 76ers	105	Box Score	null	20,203	Wells Fargo Center	null
Sat Oct 27 2018	8:00p	Phoenix Suns	96	Memphis Grizzlies	117	Box Score	null	15,926	FedEx Forum	null
Sat Oct 27 2018	8:00p	Portland Trail Blazers	111	Miami Heat	120	Box Score	null	19,600	AmericanAirlines Arena	null
Sat Oct 27 2018	8:30p	Orlando Magic	91	Milwaukee Bucks	113	Box Score	null	17,341	Fiserv Forum	null
Sat Oct 27 2018	8:30p	Los Angeles Lakers	106	San Antonio Spurs	110	Box Score	null	18,589	AT&T Center	null
Sun Oct 28 2018	5:00p	Golden State Warriors	120	Brooklyn Nets	114	Box Score	null	17,732	Barclays Center	null
Sun Oct 28 2018	7:00p	Utah Jazz	113	Dallas Mavericks	104	Box Score	null	19,571	American Airlines Center	null
Sun Oct 28 2018	7:00p	Phoenix Suns	110	Oklahoma City Thunder	117	Box Score	null	18,203	Chesapeake Energy Arena	null
Sun Oct 28 2018	9:30p	Washington Wizards	104	Los Angeles Clippers	136	Box Score	null	16,491	STAPLES Center	null
Mon Oct 29 2018	7:00p	Portland Trail Blazers	103	Indiana Pacers	93	Box Score	null	15,788	Bankers Life Fieldhouse	null
Mon Oct 29 2018	7:00p	Atlanta Hawks	92	Philadelphia 76ers	113	Box Score	null	20,269	Wells Fargo Center	null
Mon Oct 29 2018	7:30p	Sacramento Kings	123	Miami Heat	113	Box Score	null	19,600	AmericanAirlines Arena	null
Mon Oct 29 2018	7:30p	Brooklyn Nets	96	New York Knicks	115	Box Score	null	19,221	Madison Square Garden (IV)	null
Mon Oct 29 2018	8:00p	Golden State Warriors	149	Chicago Bulls	124	Box Score	null	21,076	United Center	null
Mon Oct 29 2018	8:00p	Toronto Raptors	109	Milwaukee Bucks	124	Box Score	null	17,341	Fiserv Forum	null
Mon Oct 29 2018	8:00p	Los Angeles Lakers	120	Minnesota Timberwolves	124	Box Score	null	18,978	Target Center	null
Mon Oct 29 2018	8:30p	Dallas Mavericks	108	San Antonio Spurs	113	Box Score	null	18,354	AT&T Center	null
Mon Oct 29 2018	9:00p	New Orleans Pelicans	111	Denver Nuggets	116	Box Score	null	15,217	Pepsi Center	null
Tue Oct 30 2018	7:00p	Miami Heat	113	Charlotte Hornets	125	Box Score	null	14,117	Spectrum Center	null
Tue Oct 30 2018	7:00p	Atlanta Hawks	114	Cleveland Cavaliers	136	Box Score	null	19,432	Quicken Loans Arena	null
Tue Oct 30 2018	7:00p	Sacramento Kings	107	Orlando Magic	99	Box Score	null	15,074	Amway Center	null
Tue Oct 30 2018	7:30p	Detroit Pistons	105	Boston Celtics	108	Box Score	null	18,624	TD Garden	null
Tue Oct 30 2018	7:30p	Philadelphia 76ers	112	Toronto Raptors	129	Box Score	null	19,800	Scotiabank Arena	null

End of preview.

Dataset Description

This dataset contains two CSV files with information about the 2018 NBA regular season:

game_results_2018.csv - Contains results for each game played in the 2018 NBA regular season.
player_stats_2018.csv - Contains average per-game stats for every starter in the 2018 NBA season.

Data Source

The data was scraped from the official NBA website and sports reference sites that track NBA stats and results.

Data Fields

game_results_2018.csv:

'Date': Date the game was played (Day-of-Week Mnth Day Year)
'Start (ET)': Start of Game (0:00p)
'Away/Neutral': Away Team
'PTS': Away/Neutral Points
'Home/Neutral': Home Team
'PTS': Home/Neutral Points
'Box Score': Box Score Field
'Overtime': Whether there was Overtime
'Attendance': Attendance at the Arena
'Arena': Name of the arena where the game took place

player_stats_2018.csv fields:

'Rk': Rank of the player on the team
'Name': Full name of the player
'Age' : Age of the Player
'G': Games Played
'GS': Games Started
'MP': Minutes Played
'FG': Field Goal Made
'FGA': Field Goal Attempted
'FG%': Field Goal Percentage
'3P': Three Point Made
'3PA': Three Point Attempted
'3P%': Three Point Percentage
'2P': Two Point Made
'2PA': Two Point Attempted
'2P%': Two Point Percentage
'eFG%': Effective Field Goal percentage
'FT': Free Throws Made
'FTA': Free Throw Attempts
'FT%': Free Throw Percentage
'DRB': Defensive rebounds
'TRB`: Rebounds
'AST`: Assists
'STL`: Steals
'BLK`: Blocks
'TOV`: Turnovers
'PF': Personal Fouls
'PTS/G' : Points per game
'team': Team the player was on

Example Usage

This dataset can be used for analysis of the 2018 NBA season, such as:

Calculating team and player stats/rankings
Predicting game outcomes based on matchups and player performance
Analyzing how game results impacted team standings
Visualizing player stats and performance over the season

License

The data is provided under an open source MIT license.[1]

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Models trained or fine-tuned on Hatman/NBA-Players-Results-2018

Hatman/NBA-Game-2018

Updated May 15, 2024 • 4