Yambda-5B — A Large-Scale Multi-modal Dataset for Ranking And Retrieval

The Yambda-5B dataset is a large-scale open database comprising 4.79 billion user-item interactions collected from 1 million users and spanning 9.39 million tracks. This release contains the 50 million‑event and 500 million‑event subsets.Each event is time‑stamped (5 s bins) and labelled with an <i>is_organic</i> flag that separates organic discovery from recommendation‑driven actions, enabling counterfactual and causal studies. The package also includes look‑up tables: <i>album_item_mapping.parquet</i> and <i>artist_item_mapping.parquet</i> – link tracks with their albums and artists.Note: audio‑embedding files are not included in this Figshare release; they remain part of the complete Yambda‑5B dataset on Hugging Face.The full 5 B‑event version<b> </b>(with embeddings) is hosted on Hugging Face.All data are released under the Apache License 2.0.