Datasets:
Modalities:
Text
Formats:
json
Sub-tasks:
explanation-generation
Languages:
English
Size:
100K - 1M
Tags:
fake-news-detection
fact-checking
claim-verification
multimodal-metadata
context-ablation
research
DOI:
License:
| { | |
| "total_rows": 360348, | |
| "aggregate": { | |
| "Title": { | |
| "total": 360348, | |
| "non_null": 106125, | |
| "null": 254223, | |
| "null_rate": 0.7055 | |
| }, | |
| "Claim": { | |
| "total": 360348, | |
| "non_null": 360348, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "news source": { | |
| "total": 360348, | |
| "non_null": 360348, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Real": { | |
| "total": 360348, | |
| "non_null": 360348, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "tweet_num": { | |
| "total": 360348, | |
| "non_null": 20732, | |
| "null": 339616, | |
| "null_rate": 0.9425 | |
| } | |
| }, | |
| "per_dataset": [ | |
| { | |
| "dataset": "claimreview", | |
| "acquisition": { | |
| "attempted_full_corpus": true, | |
| "selected_input_status": "claimreview_snapshot_2026_06_12", | |
| "fallback_used": false, | |
| "data_dir": "C:\\Users\\KU79173\\Documents\\Projects\\FakeNews\\src\\datasets\\data\\claimreview", | |
| "files": [ | |
| "data.json" | |
| ], | |
| "notes": [ | |
| "pinned snapshot directory detected" | |
| ] | |
| }, | |
| "coverage": { | |
| "Title": { | |
| "total": 265884, | |
| "non_null": 0, | |
| "null": 265884, | |
| "null_rate": 1.0 | |
| }, | |
| "Claim": { | |
| "total": 265884, | |
| "non_null": 265884, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "news source": { | |
| "total": 265884, | |
| "non_null": 265884, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Real": { | |
| "total": 265884, | |
| "non_null": 265884, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "tweet_num": { | |
| "total": 265884, | |
| "non_null": 0, | |
| "null": 265884, | |
| "null_rate": 1.0 | |
| } | |
| } | |
| }, | |
| { | |
| "dataset": "fakeddit", | |
| "acquisition": { | |
| "attempted_full_corpus": true, | |
| "selected_input_status": "sample_fallback", | |
| "fallback_used": true, | |
| "data_dir": "C:\\Users\\KU79173\\Documents\\Projects\\FakeNews\\src\\datasets\\data\\fakeddit", | |
| "files": [ | |
| "fakeddit_sample.tsv" | |
| ], | |
| "notes": [ | |
| "sample-named local mirror detected" | |
| ] | |
| }, | |
| "coverage": { | |
| "Title": { | |
| "total": 85577, | |
| "non_null": 85577, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Claim": { | |
| "total": 85577, | |
| "non_null": 85577, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "news source": { | |
| "total": 85577, | |
| "non_null": 85577, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Real": { | |
| "total": 85577, | |
| "non_null": 85577, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "tweet_num": { | |
| "total": 85577, | |
| "non_null": 0, | |
| "null": 85577, | |
| "null_rate": 1.0 | |
| } | |
| } | |
| }, | |
| { | |
| "dataset": "fakenewsnet", | |
| "acquisition": { | |
| "attempted_full_corpus": true, | |
| "selected_input_status": "csv_export_local_mirror", | |
| "fallback_used": false, | |
| "data_dir": "C:\\Users\\KU79173\\Documents\\Projects\\FakeNews\\src\\datasets\\data\\fakenewsnet", | |
| "files": [ | |
| "fakenewsnet.csv" | |
| ], | |
| "notes": [] | |
| }, | |
| "coverage": { | |
| "Title": { | |
| "total": 21889, | |
| "non_null": 21889, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Claim": { | |
| "total": 21889, | |
| "non_null": 21889, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "news source": { | |
| "total": 21889, | |
| "non_null": 21889, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Real": { | |
| "total": 21889, | |
| "non_null": 21889, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "tweet_num": { | |
| "total": 21889, | |
| "non_null": 21889, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| } | |
| } | |
| }, | |
| { | |
| "dataset": "mumin", | |
| "acquisition": { | |
| "attempted_full_corpus": true, | |
| "selected_input_status": "csv_export_fallback", | |
| "fallback_used": true, | |
| "data_dir": "C:\\Users\\KU79173\\Documents\\Projects\\FakeNews\\src\\datasets\\data\\mumin", | |
| "files": [ | |
| "mumin.csv" | |
| ], | |
| "notes": [ | |
| "single CSV export is consistent with the current sampled/local mirror path" | |
| ] | |
| }, | |
| "coverage": { | |
| "Title": { | |
| "total": 1388, | |
| "non_null": 0, | |
| "null": 1388, | |
| "null_rate": 1.0 | |
| }, | |
| "Claim": { | |
| "total": 1388, | |
| "non_null": 1388, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "news source": { | |
| "total": 1388, | |
| "non_null": 1388, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "Real": { | |
| "total": 1388, | |
| "non_null": 1388, | |
| "null": 0, | |
| "null_rate": 0.0 | |
| }, | |
| "tweet_num": { | |
| "total": 1388, | |
| "non_null": 0, | |
| "null": 1388, | |
| "null_rate": 1.0 | |
| } | |
| } | |
| } | |
| ] | |
| } | |