Datasets › NBA

NBA

Introduced by Yifei Sun et al. in Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network20 Jul 2022 archive 2025-07-28

NBA: This is extended from a Kaggle dataset * containing around 400 NBA basketball players. The performance statistics of players in the 2016-2017 season and other various information e.., nationality, age, and salary are provided. To obtain the graph that links the NBA players together, we collect the relationships of the NBA basketball players on Twitter with its official crawling API 2. We binarize the nationality to two categories, i.e., U.S. players and oversea players, which is used as sensitive attribute. The classification task is to predict whether the salary of the player is over median.

  1. https://www.kaggle.com/noahgift/social-power-nba
  2. https://developer.twitter.com/en

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Node Classification NBA PathNet Accuracy (%) 71.69 Beyond Homophily: Structure-aware Path Aggregation Graph... zjunet/PathNet 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network 1 1 20 Jul 2022 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Apache-2.0

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • NBA

1 variant name, as the archive lists them.

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