{"url":"/dataset/lfm-beyms","name":"LFM-BeyMS","full_name":null,"description_markdown":"This dataset is based on the LFM-1b [ and the Cultural LFM-1b [2] datasets. LFM-BeyMS includes equally-sized groups of both, beyond-mainstream and mainstream music listeners and thus, can be used for studying the characteristics of beyond-mainstream music listeners for recommendation experiments. For more details, we refer to our publication.\r\n\r\nLFM-BeyMS contains\r\n* 4,148 users\r\n* 1,084,922 tracks\r\n* 110,898 artists\r\n* 16,687,363 listening events","description_withheld":null,"homepage":"https://zenodo.org/record/3784765","introduced_date":"2020-05-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/support-the-underground-characteristics-of","title":"Support the Underground: Characteristics of Beyond-Mainstream Music Listeners","first_author":"Dominik Kowald","url":null},"license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[],"tasks":[],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["LFM-BeyMS"],"data_loaders":[],"num_papers_in_archive":2,"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."}