Fake News Content Detection

Multi Label Classification Of Fake News Content, BERT can be used.

@kaggle.pavan9065_fake_news_content_detection

Table List

1 table(859.46 KB)

Fake News Content Detection

@kaggle.pavan9065_fake_news_content_detection.fake_news_content_detection

859.46 KB
10240 rows
9 columns

unnamed_0 Unnamed: 0	text Text	text_tag Text Tag	barely_true Barely-True	false False	half_true Half-True	mostly_true Mostly-True	true True
	Says the Annies List political group supports third-trimester abortions on demand.	abortion		1
1	When did the decline of coal start? It started when natural gas took off that started to begin in (President George W.) Bushs administration.	energy,history,job-accomplishments			1
2	Hillary Clinton agrees with John McCain "by voting to give George Bush the benefit of the doubt on Iran."	foreign-policy				1
3	Health care reform legislation is likely to mandate free sex change surgeries.	health-care		1
4	The economic turnaround started at the end of my term.	economy,jobs			1
5	The Chicago Bears have had more starting quarterbacks in the last 10 years than the total number of tenured (UW) faculty fired during the last two decades.	education					1
6	Jim Dunnam has not lived in the district he represents for years now.	candidates-biography	1
7	I'm the only person on this stage who has worked actively just last year passing, along with Russ Feingold, some of the toughest ethics reform since Watergate.	ethics			1
8	However, it took $19.5 million in Oregon Lottery funds for the Port of Newport to eventually land the new NOAA Marine Operations Center-Pacific.	jobs			1
9	Says GOP primary opponents Glenn Grothman and Joe Leibham cast a compromise vote that cost $788 million in higher electricity costs.	energy,message-machine-2014,voting-record				1


CREATE TABLE fake_news_content_detection (
  "unnamed_0" BIGINT,
  "text" VARCHAR,
  "text_tag" VARCHAR,
  "barely_true" BIGINT,
  "false" BIGINT,
  "half_true" BIGINT,
  "mostly_true" BIGINT,
  "not_known" BIGINT,
  "true" BIGINT
);