Dataset: Possession Data For 2021-22 NBA Season

About this Dataset

Possession Data For 2021-22 NBA Season

Individual possession data from all regular season games in 2021-22 season, overtime excluded

Scraped from Basketball Reference using Python (bs4) and additional columns generated using Python
Users can append GAME_ID to "https://www.basketball-reference.com" to get URL of game webpage
Condenses data found in 2021_season_play_5.csv

Tables

N 2021 Season Play 5

@kaggle.kenhuang41_possession_data_for_202122_nba_season.n_2021_season_play_5

6.65 MB
495177 rows
13 columns


CREATE TABLE n_2021_season_play_5 (
  "gameid" VARCHAR,
  "time" BIGINT,
  "team" BIGINT,
  "away" BIGINT,
  "home" BIGINT,
  "play" VARCHAR,
  "blocked" VARCHAR,
  "blocker" VARCHAR,
  "orebounder" VARCHAR,
  "drebounder" VARCHAR,
  "fouler" VARCHAR,
  "ateam" VARCHAR,
  "hteam" VARCHAR
);

N 2021 Season Poss 5

@kaggle.kenhuang41_possession_data_for_202122_nba_season.n_2021_season_poss_5

1.91 MB
240724 rows
25 columns


CREATE TABLE n_2021_season_poss_5 (
  "gameid" VARCHAR,
  "away_home" BIGINT,
  "team" VARCHAR,
  "oppt" VARCHAR,
  "time" DOUBLE,
  "poss_time" BIGINT,
  "block_time" DOUBLE,
  "points_scored" BIGINT,
  "blocked" VARCHAR,
  "blocker" VARCHAR,
  "block_play" VARCHAR,
  "block_def" DOUBLE,
  "orebounder" VARCHAR,
  "drebounder" VARCHAR,
  "fouler" VARCHAR,
  "post_play" VARCHAR,
  "num_blocks" BIGINT,
  "num_orebs_team" BIGINT,
  "num_orebs_ind" BIGINT,
  "num_1shots" BIGINT,
  "num_2shots" BIGINT,
  "num_3shots" BIGINT,
  "distance" DOUBLE,
  "turnover" BIGINT,
  "block_distance" DOUBLE
);