nba
Datasets
All datasets matching “nba”science-theory-textbooksnba-data-archive
NBA Data Archive
Parquet mirror of NBA play-by-play, shot detail, and player-matchup data
from the 1996/97 season through 2025/26.
Built and maintained as the data layer for HoopsMatic.com
analytics tools and HoopsHype editorial automation.
Public so other researchers and tinkerers don't have to rebuild the same
pipeline.
Layout
Two complementary layouts; pick whichever fits your query pattern.
per_season/
One Parquet file per (data type, season… See the full description on the dataset page: https://huggingface.co/datasets/cdechoch/nba-data-archive.nba-games
NBA Games Data
This data is an updated version of the original NBA
Games by Nathan Lauga.
Data source
Code
Updated to: 2025-02-13
The dataset retains the original format and includes the following files:
games.csv – Summary of NBA games, including scores and team details.
games_details.csv – Detailed player statistics for each game.
players.csv – Player information.
ranking.csv – Daily NBA team rankings.
teams.csv – List of all NBA teams.
NBA_Games
NBA Full-Game Video Dataset
This dataset provides metadata, official statistics, and official play-by-play annotations for full-length NBA game videos available on YouTube. Instead of redistributing video files, we provide YouTube video IDs and URLs so users can download videos independently when their use case and local policies allow it.
The dataset links long-form basketball videos with structured NBA.com game data. Each retained game has a verified… See the full description on the dataset page: https://huggingface.co/datasets/choucsan/NBA_Games.wild-science-theory-textbooksnba-game-logs
NBA Player Game Logs
One row per player per regular-season game, 2021-22 through 2025-26, in a
canonical schema used by cbratkovics/nba-ai-ml
for point-in-time feature engineering and batch prediction of points, rebounds, and assists.
Provenance
Historical backfill: Eoin Moore, Historical NBA Data and Player Box Scores, Kaggle (eoinamoore/historical-nba-data-and-player-box-scores), version 515, CC0 1.0. Only PlayerStatistics.csv and TeamHistories.csv are used;… See the full description on the dataset page: https://huggingface.co/datasets/cbratkovics/nba-game-logs.