{ "name": "twitch", "sources": [ { "url": "https://snap.stanford.edu/data/twitch.zip", "final_url": "https://snap.stanford.edu/data/twitch.zip", "filename": "twitch.zip", "bytes": 2842994, "sha256": "65a6c4c23da23889517734a8c947e522b2f0c7db179559a3904aeb8793d004dc", "downloaded_at": "2026-07-23T02:14:18+00:00" } ], "conversion": { "script": "convert_musae.py", "label_column": "mature", "notes": "Six independent language graphs; 'new_id' is the graph node id; label = mature (explicit-content flag, 0/1). Feature JSONs (games/habits token lists) not columnized.", "parquet": true }, "graphs": { "de": { "nodes": 9498, "edges": 153138, "label_column": "mature", "classes": 2, "class_counts": { "1": 5742, "0": 3756 }, "isolated_nodes": 0, "feature_columns": 0 }, "engb": { "nodes": 7126, "edges": 35324, "label_column": "mature", "classes": 2, "class_counts": { "1": 3888, "0": 3238 }, "isolated_nodes": 0, "feature_columns": 0 }, "es": { "nodes": 4648, "edges": 59382, "label_column": "mature", "classes": 2, "class_counts": { "0": 3288, "1": 1360 }, "isolated_nodes": 0, "feature_columns": 0 }, "fr": { "nodes": 6549, "edges": 112666, "label_column": "mature", "classes": 2, "class_counts": { "0": 4135, "1": 2414 }, "isolated_nodes": 0, "feature_columns": 0 }, "ptbr": { "nodes": 1912, "edges": 31299, "label_column": "mature", "classes": 2, "class_counts": { "0": 1251, "1": 661 }, "isolated_nodes": 0, "feature_columns": 0 }, "ru": { "nodes": 4385, "edges": 37304, "label_column": "mature", "classes": 2, "class_counts": { "0": 3310, "1": 1075 }, "isolated_nodes": 0, "feature_columns": 0 } }, "title": "Twitch Social Networks (6 languages)", "band": "small-medium", "label_type": "semantic", "task": "Explicit-content streamer classification", "license": "SNAP / MUSAE; GPL-3.0 code, cite MUSAE", "citation": "Rozemberczki, Allen, Sarkar. Multi-Scale Attributed Node Embedding (MUSAE). Journal of Complex Networks 2021.", "links": [ "https://snap.stanford.edu/data/twitch-social-networks.html" ] }