WNBA — WNBA Stats API (stats.wnba.com) — Cumulative stats

wnba_stats_cumestatsplayer

GET /stats/cumestatsplayer

Endpoint URL: GET https://stats.wnba.com/stats/cumestatsplayer

Valid URL: https://stats.wnba.com/stats/cumestatsplayer?GameIDs=1022200018&LeagueID=10&PlayerID=204319&Season=2021-22&SeasonType=Regular+Season

API Parameter	Python	Pattern	Required	Nullable	Description
GameIDs	game_ids			Y
LeagueID	league_id			Y
PlayerID	player_id			Y
Season	season			Y	Season year (e.g. 2024).
SeasonType	season_type_all_star			Y	Season type, a label: Regular Season, Pre Season, Playoffs or All Star (each endpoint takes a subset). Not ESPN's numeric code: 3 is HTTP 400. A default season follows it: Playoffs rolls over in October, All Star in August.

Returns

return_parsed=True (default) — A dict of DataFrames keyed by result-set name (GameByGameStats, TotalPlayerStats) (one table per documented key below); pass return_as_pandas=True for a dict of pandas.DataFrames (same keys).

GameByGameStats

col_name	type	description
date_est	character
visitor_team	character
home_team	character	Home team name.
gp	integer	Games played.
gs	integer	Games started.
actual_minutes	integer	Whole minutes of actual playing time accumulated over the aggregated games.
actual_seconds	integer	Leftover seconds of actual playing time beyond the whole minutes.
fg	integer	Field goals made over the aggregated games.
fga	integer	Field goal attempts.
fg_pct	numeric	Field goal percentage (0-1).
fg3	integer	Three-point field goals made over the aggregated games.
fg3_a	integer	Three-point field goal attempts.
fg3_pct	numeric	Three-point field goal percentage (0-1).
ft	integer	Free throws made over the aggregated games.
fta	integer	Free throw attempts.
ft_pct	numeric	Free throw percentage (0-1).
off_reb	integer	Offensive rebounds over the aggregated games.
def_reb	integer	Defensive rebounds over the aggregated games.
tot_reb	integer	Total rebounds over the aggregated games.
avg_tot_reb	numeric	Average total rebounds per game over the aggregated games.
ast	integer	Assists.
pf	integer	Personal fouls.
dq	integer	Disqualifications (fouled out) over the aggregated games.
stl	integer	Steals.
turnovers	integer	Total turnovers.
blk	integer	Blocks.
pts	integer	Points scored.
avg_pts	numeric	Average points per game over the aggregated games.

TotalPlayerStats

col_name	type	description
display_fi_last	character	Abbreviated player name (first initial and last name).
person_id	integer	Unique player identifier (V3 endpoints).
jersey_num	character	Jersey number worn by the player.
gp	integer	Games played.
gs	integer	Games started.
actual_minutes	integer	Whole minutes of actual playing time accumulated over the aggregated games.
actual_seconds	integer	Leftover seconds of actual playing time beyond the whole minutes.
fg	integer	Field goals made over the aggregated games.
fga	integer	Field goal attempts.
fg_pct	numeric	Field goal percentage (0-1).
fg3	integer	Three-point field goals made over the aggregated games.
fg3_a	integer	Three-point field goal attempts.
fg3_pct	numeric	Three-point field goal percentage (0-1).
ft	integer	Free throws made over the aggregated games.
fta	integer	Free throw attempts.
ft_pct	numeric	Free throw percentage (0-1).
off_reb	integer	Offensive rebounds over the aggregated games.
def_reb	integer	Defensive rebounds over the aggregated games.
tot_reb	integer	Total rebounds over the aggregated games.
ast	integer	Assists.
pf	integer	Personal fouls.
dq	integer	Disqualifications (fouled out) over the aggregated games.
stl	integer	Steals.
turnovers	integer	Total turnovers.
blk	integer	Blocks.
pts	integer	Points scored.
max_actual_minutes	integer	Most whole minutes played in any single aggregated game.
max_actual_seconds	integer	Seconds component paired with the single-game maximum minutes.
max_reb	integer	Most rebounds recorded in any single aggregated game.
max_ast	integer	Most assists recorded in any single aggregated game.
max_stl	integer	Most steals recorded in any single aggregated game.
max_turnovers	integer	Most turnovers recorded in any single aggregated game.
max_blk	integer	Most blocked shots recorded in any single aggregated game.
max_pts	integer	Most points recorded in any single aggregated game.
avg_actual_minutes	integer	Average whole minutes played per aggregated game.
avg_actual_seconds	numeric	Average seconds component of playing time per aggregated game.
avg_tot_reb	numeric	Average total rebounds per game over the aggregated games.
avg_ast	numeric	Average assists per game over the aggregated games.
avg_stl	numeric	Average steals per game over the aggregated games.
avg_turnovers	numeric	Average turnovers per game over the aggregated games.
avg_blk	numeric	Average blocked shots per game over the aggregated games.
avg_pts	numeric	Average points per game over the aggregated games.
per_min_tot_reb	numeric	Total rebounds per minute played over the aggregated games.
per_min_ast	numeric	Assists per minute played over the aggregated games.
per_min_stl	numeric	Steals per minute played over the aggregated games.
per_min_turnovers	numeric	Turnovers per minute played over the aggregated games.
per_min_blk	numeric	Blocked shots per minute played over the aggregated games.
per_min_pts	numeric	Points per minute played over the aggregated games.

return_parsed=False — the raw JSON Dict payload, unparsed.

Example

wnba_stats_cumestatsplayer(league_id='10')

Last validated n/a.

wnba_stats_cumestatsplayergames

GET /stats/cumestatsplayergames

Endpoint URL: GET https://stats.wnba.com/stats/cumestatsplayergames

Valid URL: https://stats.wnba.com/stats/cumestatsplayergames?LeagueID=10&Location=&Outcome=&PlayerID=204319&Season=2021-22&SeasonType=Regular+Season&VsConference=&VsDivision=&VsTeamID=0

API Parameter	Python	Pattern	Required	Nullable	Description
LeagueID	league_id			Y
Location	location_nullable			Y
Outcome	outcome_nullable			Y
PlayerID	player_id			Y
Season	season			Y	Season year (e.g. 2024).
SeasonType	season_type_all_star			Y	Season type, a label: Regular Season, Pre Season, Playoffs or All Star (each endpoint takes a subset). Not ESPN's numeric code: 3 is HTTP 400. A default season follows it: Playoffs rolls over in October, All Star in August.
VsConference	vs_conference_nullable			Y
VsDivision	vs_division_nullable			Y
VsTeamID	vs_team_id_nullable			Y

Returns

return_parsed=True (default) — a tidy polars.DataFrame with the columns below; pass return_as_pandas=True for a pandas.DataFrame.

col_name	type	description
matchup	character	Matchup.
game_id	character	Unique game identifier.

return_parsed=False — the raw JSON Dict payload, unparsed.

Example

wnba_stats_cumestatsplayergames(league_id='10')

Last validated n/a.

wnba_stats_cumestatsteam

GET /stats/cumestatsteam

Endpoint URL: GET https://stats.wnba.com/stats/cumestatsteam

Valid URL: https://stats.wnba.com/stats/cumestatsteam?GameIDs=1022200018&LeagueID=10&Season=2021-22&SeasonType=Regular+Season&TeamID=1611661317

API Parameter	Python	Pattern	Required	Nullable	Description
GameIDs	game_ids			Y
LeagueID	league_id			Y
Season	season			Y	Season year (e.g. 2024).
SeasonType	season_type_all_star			Y	Season type, a label: Regular Season, Pre Season, Playoffs or All Star (each endpoint takes a subset). Not ESPN's numeric code: 3 is HTTP 400. A default season follows it: Playoffs rolls over in October, All Star in August.
TeamID	team_id			Y

Returns

return_parsed=True (default) — A dict of DataFrames keyed by result-set name (GameByGameStats, TotalTeamStats) (one table per documented key below); pass return_as_pandas=True for a dict of pandas.DataFrames (same keys).

GameByGameStats

col_name	type	description
jersey_num	character	Jersey number worn by the player.
player	character	Player name.
person_id	character	Unique player identifier (V3 endpoints).
team_id	character	Unique team identifier.
gp	character	Games played.
gs	character	Games started.
actual_minutes	character	Whole minutes of actual playing time accumulated over the aggregated games.
actual_seconds	character	Leftover seconds of actual playing time beyond the whole minutes.
fg	character	Field goals made over the aggregated games.
fga	character	Field goal attempts.
fg_pct	character	Field goal percentage (0-1).
fg3	character	Three-point field goals made over the aggregated games.
fg3_a	character	Three-point field goal attempts.
fg3_pct	character	Three-point field goal percentage (0-1).
ft	character	Free throws made over the aggregated games.
fta	character	Free throw attempts.
ft_pct	character	Free throw percentage (0-1).
off_reb	character	Offensive rebounds over the aggregated games.
def_reb	character	Defensive rebounds over the aggregated games.
tot_reb	character	Total rebounds over the aggregated games.
ast	character	Assists.
pf	character	Personal fouls.
dq	character	Disqualifications (fouled out) over the aggregated games.
stl	character	Steals.
turnovers	character	Total turnovers.
blk	character	Blocks.
pts	character	Points scored.
max_actual_minutes	character	Most whole minutes played in any single aggregated game.
max_actual_seconds	character	Seconds component paired with the single-game maximum minutes.
max_reb	character	Most rebounds recorded in any single aggregated game.
max_ast	character	Most assists recorded in any single aggregated game.
max_stl	character	Most steals recorded in any single aggregated game.
max_turnovers	character	Most turnovers recorded in any single aggregated game.
max_blkp	character	Most blocked shots recorded in any single aggregated game.
max_pts	character	Most points recorded in any single aggregated game.
avg_actual_minutes	character	Average whole minutes played per aggregated game.
avg_actual_seconds	character	Average seconds component of playing time per aggregated game.
avg_reb	character	Average rebounds per game over the aggregated games.
avg_ast	character	Average assists per game over the aggregated games.
avg_stl	character	Average steals per game over the aggregated games.
avg_turnovers	character	Average turnovers per game over the aggregated games.
avg_blkp	character	Average blocked shots per game over the aggregated games.
avg_pts	character	Average points per game over the aggregated games.
per_min_reb	character	Rebounds per minute played over the aggregated games.
per_min_ast	character	Assists per minute played over the aggregated games.
per_min_stl	character	Steals per minute played over the aggregated games.
per_min_turnovers	character	Turnovers per minute played over the aggregated games.
per_min_blk	character	Blocked shots per minute played over the aggregated games.
per_min_pts	character	Points per minute played over the aggregated games.

TotalTeamStats

col_name	type	description
city	character	Venue city.
nickname	character	Team or athlete nickname.
team_id	integer	Unique team identifier.
w	integer	Wins.
l	integer	Losses.
w_home	integer
l_home	integer
w_road	integer
l_road	integer
team_turnovers	integer	Team turnovers (turnovers credited to the team rather than a player).
team_rebounds	integer	Team rebounds (rebounds credited to the team rather than a player).
gp	integer	Games played.
gs	integer	Games started.
actual_minutes	integer	Whole minutes of actual playing time accumulated over the aggregated games.
actual_seconds	integer	Leftover seconds of actual playing time beyond the whole minutes.
fg	integer	Field goals made over the aggregated games.
fga	integer	Field goal attempts.
fg_pct	numeric	Field goal percentage (0-1).
fg3	integer	Three-point field goals made over the aggregated games.
fg3_a	integer	Three-point field goal attempts.
fg3_pct	numeric	Three-point field goal percentage (0-1).
ft	integer	Free throws made over the aggregated games.
fta	integer	Free throw attempts.
ft_pct	numeric	Free throw percentage (0-1).
off_reb	integer	Offensive rebounds over the aggregated games.
def_reb	integer	Defensive rebounds over the aggregated games.
tot_reb	integer	Total rebounds over the aggregated games.
ast	integer	Assists.
pf	integer	Personal fouls.
stl	integer	Steals.
total_turnovers	integer	Total turnovers (player + team).
blk	integer	Blocks.
pts	integer	Points scored.
avg_reb	numeric	Average rebounds per game over the aggregated games.
avg_pts	numeric	Average points per game over the aggregated games.
dq	integer	Disqualifications (fouled out) over the aggregated games.

return_parsed=False — the raw JSON Dict payload, unparsed.

Example

wnba_stats_cumestatsteam(league_id='10')

Last validated n/a.

wnba_stats_cumestatsteamgames

GET /stats/cumestatsteamgames

Endpoint URL: GET https://stats.wnba.com/stats/cumestatsteamgames

Valid URL: https://stats.wnba.com/stats/cumestatsteamgames?LeagueID=10&Location=&Outcome=&Season=2021-22&SeasonID=&SeasonType=Regular+Season&TeamID=1611661317&VsConference=&VsDivision=&VsTeamID=0

API Parameter	Python	Pattern	Required	Nullable	Description
LeagueID	league_id			Y
Location	location_nullable			Y
Outcome	outcome_nullable			Y
Season	season			Y	Season year (e.g. 2024).
SeasonID	season_id_nullable			Y
SeasonType	season_type_all_star			Y	Season type, a label: Regular Season, Pre Season, Playoffs or All Star (each endpoint takes a subset). Not ESPN's numeric code: 3 is HTTP 400. A default season follows it: Playoffs rolls over in October, All Star in August.
TeamID	team_id			Y
VsConference	vs_conference_nullable			Y
VsDivision	vs_division_nullable			Y
VsTeamID	vs_team_id_nullable			Y

Returns

return_parsed=True (default) — a tidy polars.DataFrame with the columns below; pass return_as_pandas=True for a pandas.DataFrame.

col_name	type	description
matchup	character	Matchup.
game_id	character	Unique game identifier.

return_parsed=False — the raw JSON Dict payload, unparsed.

Example

wnba_stats_cumestatsteamgames(league_id='10')

Last validated n/a.