| { |
| "name": "blogcatalog", |
| "sources": [ |
| { |
| "url": "https://raw.githubusercontent.com/phanein/deepwalk/master/example_graphs/blogcatalog.mat", |
| "final_url": "https://raw.githubusercontent.com/phanein/deepwalk/master/example_graphs/blogcatalog.mat", |
| "filename": "blogcatalog.mat", |
| "bytes": 1255783, |
| "sha256": "d4f4fb89ce1ccd4b7e2a183386c000773cc9362cc61f1be5b246a6d9c259da8f", |
| "downloaded_at": "2026-07-23T02:14:58+00:00" |
| } |
| ], |
| "title": "BlogCatalog (single-membership subset)", |
| "band": "medium", |
| "label_type": "semantic", |
| "task": "Blogger interest-group classification", |
| "license": "deepwalk repo GPL-3.0; data from ASU social computing repository", |
| "citation": "Tang, Liu. Relational Learning via Latent Social Dimensions. KDD 2009.", |
| "links": [ |
| "https://github.com/phanein/deepwalk" |
| ], |
| "conversion": { |
| "script": "convert_blogcatalog.py", |
| "label_column": "group", |
| "labeling_rule": { |
| "method": "single-membership reduction (option A)", |
| "kept_nodes": 7460, |
| "dropped_multi_membership_nodes": 2852, |
| "classes_present": 38 |
| }, |
| "notes": "Multi-label source (39 overlapping groups). Kept only bloggers with exactly one group membership (7,460 of 10,312; 72.3%) and the induced subgraph on them; multi-member bloggers and their edges are excluded rather than force-assigned a primary group. Original blogger indices in id_mapping.csv.", |
| "parquet": true |
| }, |
| "graphs": { |
| "default": { |
| "nodes": 7460, |
| "edges": 131034, |
| "label_column": "group", |
| "classes": 38, |
| "class_counts": { |
| "7": 970, |
| "4": 597, |
| "23": 514, |
| "5": 504, |
| "1": 481, |
| "18": 432, |
| "2": 352, |
| "6": 347, |
| "15": 234, |
| "10": 231, |
| "9": 221, |
| "22": 212, |
| "8": 209, |
| "19": 184, |
| "20": 182, |
| "31": 179, |
| "17": 177, |
| "25": 173, |
| "29": 173, |
| "13": 165, |
| "21": 126, |
| "3": 116, |
| "28": 91, |
| "24": 87, |
| "35": 66, |
| "0": 60, |
| "26": 58, |
| "27": 48, |
| "32": 44, |
| "30": 35, |
| "36": 34, |
| "14": 32, |
| "12": 30, |
| "34": 29, |
| "33": 26, |
| "11": 21, |
| "37": 17, |
| "38": 3 |
| }, |
| "isolated_nodes": 170, |
| "feature_columns": 0 |
| } |
| } |
| } |
|
|
