Datasets:
Formats:
csv
Size:
1K - 10K
Tags:
kaggle
artificial intelligence
binary classification
news
text classification
text conversation
License:
id int64 | title string | full_text string | source_name string | publish_date string | category string | country string | label int64 | sentiment_score float64 | clickbait_score float64 | emotional_word_ratio float64 | readability_score float64 | source_trust_score float64 | text_embedding string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Official Report on Politics Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | BBC | 2024-10-08 | Health | UK | 0 | 0.1993 | 0.2196 | 0.1398 | 58.12 | 0.95 | [-0.06913215058559233, 0.13952064610006884, 0.5052576424032632, -0.2904390670117575, -0.2625849035890739, -0.28569008287707076, -0.46204141887355243, -1.3062745063468006, 0.47518484119845156, 0.40822254047566364, -0.7619379988079304, -0.21402303208811724, -0.3712034185595862, -0.35167190085370365, -1.0698103280381197, ... |
2 | Official Report on Entertainment Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | Reuters | 2024-04-14 | Entertainment | Australia | 0 | 0.2266 | 0.1468 | 0.0832 | 74.75 | 0.98 | [0.21480910956629293, 0.10384384358155557, 0.13578941859768673, -0.6383742879101547, -0.5405282702041312, 0.5265764266664518, -0.01977757692832752, 0.3407503486863122, 0.014159188065230586, 0.014878069747872594, 0.46914190298799885, -0.25802236410868695, 0.04806038847049168, -0.23113764435252124, -0.2172481137161578, -... |
3 | Official Report on Politics Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | CNN | 2025-08-27 | Business | USA | 0 | 0.3985 | 0.0196 | 0.1231 | 55.67 | 0.88 | [-0.1355618005212844, 0.05082214384475504, -0.5655131957459715, -0.8814162419213476, -0.5133203673678655, 0.12353868890315158, 0.043665528957704605, 0.3512032845755326, 0.048374947479558214, -0.05477464573460177, -0.30200613746256355, 0.44230339493134646, -0.45959006936035834, -0.5551997586480104, 0.2835277586940515, -... |
4 | Official Report on Politics Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | BBC | 2024-08-11 | Health | Canada | 0 | 0.044 | 0.2596 | 0.0736 | 61.2 | 0.95 | [0.34673945595699684, -0.1960063199595648, 0.5299681920233109, 0.30850297478834876, 0.3417846616002388, -0.6829778556002671, 0.6059719926932002, 0.13062526561692803, -0.18463856962310157, 0.07169423367112554, -0.88811761644916, 0.20432640574033542, -0.5146857540910358, -0.6763351429217672, -0.7611795931089456, 0.556344... |
5 | Official Report on Politics Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | CNN | 2025-07-28 | Health | Australia | 0 | 0.0611 | 0.0301 | 0.0525 | 68.23 | 0.88 | [-0.37789575007918147, -0.5663345259384481, 0.17217788464397815, -0.18683103913208518, -0.2536357052969062, -0.2969515860101511, -0.05311074692100567, 0.04174056275992545, -0.2599875442037609, -0.1793829680475734, -0.04076141340967446, -0.09120906776976942, 0.015537983437506937, -0.3383354016240069, 0.5022964545632452,... |
6 | Official Report on Business Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | CNN | 2024-08-13 | Business | Canada | 0 | 0.4019 | 0.2643 | 0.0574 | 60.14 | 0.88 | [-0.7663502799449654, -0.0981403256939684, 0.15085000445086777, 0.08776811478929895, -0.9218967917403729, -0.4451589240099359, -0.032038882074358316, 0.26814545475859497, -1.0980639105499732, -0.08106198773992922, 0.07152438493947617, 0.42480599425810656, 0.34642879211871835, 0.2912856594044026, -0.3999702533509671, -0... |
7 | Official Report on International Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | Dawn | 2024-01-07 | International | Germany | 0 | -0.1785 | 0.1392 | 0.0869 | 73.3 | 0.85 | [-0.017275311976981757, 0.18354792086693017, -0.06679889666388472, 1.1077723081023823, 0.27836791941796785, -0.537482313862909, 0.06227340101192721, -0.39981491208351944, -0.1238569212514769, -0.45522035528341137, 1.0535592616030114, -0.34569230758911085, 0.34378217599706845, -0.1617397109383136, -0.5792065862863951, 0... |
8 | Official Report on Entertainment Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | Reuters | 2025-03-08 | Technology | Pakistan | 0 | -0.2148 | 0.0539 | 0.1367 | 74.16 | 0.98 | [-0.4257699898896594, 0.0031365780922091423, -0.7657676576218215, 0.575133697949148, -0.10264200974812562, 0.559274972127663, -0.2632658435480215, -0.26178799420329146, -0.3820933933189232, 0.43808696584653767, -0.3547155786642379, 0.32229771620758824, -0.19122619883464512, -0.9879816499458098, -0.28515703389323305, -0... |
9 | Official Report on Health Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | Reuters | 2024-12-10 | Politics | USA | 0 | 0.0237 | 0.0619 | 0.1815 | 58.17 | 0.98 | [-0.6602467217025157, 1.1191765808854308, -0.469477073984434, -0.46544262185159724, 0.7637146934400907, 0.09745360263118788, 0.5265000136493706, -0.36354977008798234, -0.05081792386452635, 0.6578159310941223, -0.07242043836789995, 0.5615265987632315, 0.19363365021726509, -0.5198145392094594, -0.00815860617301141, 0.490... |
10 | Official Report on Politics Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | Al Jazeera | 2025-01-02 | International | Pakistan | 0 | -0.5695 | 0.2197 | 0.0632 | 68.36 | 0.9 | [0.21617635710016997, -0.3585909503612357, -1.0161768821491923, -0.6607778932555255, 0.010546373925293622, -0.5655336177512938, -0.03363873245676727, -0.5373305197164315, -0.39117696125099677, 0.4265826532065959, 0.12374027382005233, -0.004832210656673594, 0.4394819865353256, 0.24030429667367367, 0.7232816456256838, -0... |
11 | Official Report on Technology Development | This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based on verified sources and official statements. This article provides detailed analysis based o... | CNN | 2024-02-14 | Entertainment | India | 0 | 0.1819 | 0.1409 | 0.1674 | 69.93 | 0.88 | [-0.2984967942104662, 0.8039271684041231, 0.45126648003766245, -0.5657028050675187, 0.4436911820705669, 0.5071274285576287, 0.3259324263465477, -0.09772093689644216, 0.27316585300087554, -0.010119860648823196, -0.48904418812422484, -0.36481682266757887, 0.35186140944964095, -0.45291008971142127, -0.4057767717381321, 0.... |
End of preview. Expand in Data Studio
Global Fake News Research Dataset 2026
A Structured and Feature-Enhanced Dataset for Misinformation Detection Research
Dataset Info
- Source: Kaggle
- Original Size: 8.31 MB
- Kaggle Downloads: 269
- Files: 1
Files
GlobalFakeNews_Research2026_v1.csv
Mirrored from Kaggle
- Downloads last month
- 21