{"url":"/dataset/nba","name":"NBA","full_name":null,"description_markdown":"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.\r\n\r\n1. https://www.kaggle.com/noahgift/social-power-nba\r\n2. https://developer.twitter.com/en","description_withheld":null,"homepage":"https://www.kaggle.com/noahgift/social-power-nba","introduced_date":"2022-07-20","introduced_date_note":null,"introduced_by":{"paper":"/paper/beyond-homophily-structure-aware-path","title":"Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network","first_author":"Yifei Sun","url":null},"license":{"name":"Apache-2.0","url":"https://github.com/horrible-dong/DNRT/blob/main/LICENSE"},"modalities":[{"name":"Graphs","url":"/datasets/modality/graphs"}],"tasks":[{"name":"Node Classification","url":"/task/node-classification","datasets_with_task":"/datasets/task/node-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["NBA"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/node-classification-on-nba","task":"Node Classification","dataset_variant":"NBA","rows":1,"metrics":["Accuracy (%)"],"first_row_in_archive_order":{"model":"PathNet","paper":"/paper/beyond-homophily-structure-aware-path","metrics":{"Accuracy (%)":"71.69"},"code_links":[{"title":"zjunet/PathNet","url":"https://github.com/zjunet/PathNet"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/beyond-homophily-structure-aware-path","title":"Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network","date":"2022-07-20","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"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."}