{ "name": "email-eu-core", "sources": [ { "url": "https://snap.stanford.edu/data/email-Eu-core.txt.gz", "final_url": "https://snap.stanford.edu/data/email-Eu-core.txt.gz", "filename": "email-Eu-core.txt.gz", "bytes": 79754, "sha256": "4b47acdb80197b085fe63c819c357ae488131ee904ed93d1b219a68b0f9e245f", "downloaded_at": "2026-07-23T02:14:13+00:00" }, { "url": "https://snap.stanford.edu/data/email-Eu-core-department-labels.txt.gz", "final_url": "https://snap.stanford.edu/data/email-Eu-core-department-labels.txt.gz", "filename": "email-Eu-core-department-labels.txt.gz", "bytes": 2663, "sha256": "e5abe5b4581a480032a63adcf2576c161785f45692642c6ebb0b1276f0f33669", "downloaded_at": "2026-07-23T02:14:13+00:00" } ], "conversion": { "script": "convert_small_text.py", "label_column": "department", "notes": "Directed email edges symmetrized/deduplicated; department labels 0-41; no node features (structure-only).", "parquet": true }, "graphs": { "default": { "nodes": 1005, "edges": 16064, "label_column": "department", "classes": 42, "class_counts": { "4": 109, "14": 92, "1": 65, "21": 61, "15": 55, "7": 51, "0": 49, "10": 39, "17": 35, "9": 32, "19": 29, "11": 29, "6": 28, "23": 27, "13": 26, "16": 25, "22": 25, "36": 22, "8": 19, "5": 18, "37": 15, "20": 14, "35": 13, "34": 13, "38": 13, "3": 12, "27": 10, "2": 10, "26": 9, "32": 9, "28": 8, "31": 8, "25": 6, "24": 6, "29": 5, "30": 4, "40": 4, "12": 3, "39": 3, "41": 2, "18": 1, "33": 1 }, "isolated_nodes": 19, "feature_columns": 0 } }, "title": "Email-EU-core", "band": "small", "label_type": "structural", "task": "Department classification from email traffic", "license": "SNAP research use; cite the source papers", "citation": "Yin, Benson, Leskovec, Gleich. Local Higher-Order Graph Clustering. KDD 2017.", "links": [ "https://snap.stanford.edu/data/email-Eu-core.html" ] }