{"url":"/dataset/nba-player-performance-prediction-dataset","name":"NBA player performance prediction dataset","full_name":null,"description_markdown":"The dataset covers the 2022-23 NBA regular season (2022-10-18 to 2023-01-20) which contains 691 games in 92 game days. There are 582 active players among the 30 teams. Besides 7 basic statistics, we collected 3 tracking statistics, and 3 advanced statistics. We use tracking statistics to more accurately reflect players' movements on the court, and advanced statistics to more properly represent a player's effectiveness and contribution to the game. Together, these two types of data give us a better understanding of factors that are not visible on the scoreboard.","description_withheld":null,"homepage":"https://anonymous.4open.science/r/NBA-GNN-prediction","introduced_date":"2023-03-29","introduced_date_note":null,"introduced_by":{"paper":"/paper/who-you-play-affects-how-you-play-predicting","title":"Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution","first_author":"Rui Luo","url":null},"license":null,"modalities":[],"tasks":[{"name":"Time Series Prediction","url":"/task/time-series-prediction","datasets_with_task":"/datasets/task/time-series-prediction"},{"name":"Graph Learning","url":"/task/graph-learning","datasets_with_task":"/datasets/task/graph-learning"},{"name":"Graph Mining","url":"/task/graph-mining","datasets_with_task":"/datasets/task/graph-mining"},{"name":"Graph Reconstruction","url":"/task/graph-reconstruction","datasets_with_task":"/datasets/task/graph-reconstruction"},{"name":"Graph Attention","url":"/task/graph-attention","datasets_with_task":"/datasets/task/graph-attention"}],"languages":[],"variants":["NBA player performance prediction dataset"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}