Dataset of matched fake news and fact checkings
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shaochengcheng/factchecking-matches
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This dataset is for the paper titled “Tracking and Characterizing the Competition of Fact Checking and Misinformation: Case Studies” by Chengcheng shao et al. Please note that we cannot provide full tweet objects due to the Twitter policies. Sometimes the tweets could be deleted and the accounts could be suspended. Thus you may not re-fetch some tweets in the file we provided. To be compliance with Twitter policies, as well as the replication of the analysis, we tried our best to provide the neccessary fields, e.g., `id` of the tweet, `id` of the user, and even for the json fields path like `{retweeted_status, id}` (named as `retweeted_status_id` in the file). Files and descriptions are: 1. pairs-M0-manual-20.csv Description: 20 pairs of Snopes and fake news matched by hand Fields: snopes: URL of fact-checking articles from snopes.com fake_news: URL of claim articles 2. pairs-M1-112.csv Description: 121 pairs of Snopes and fake news matched by Links extraction method (M1) Fields: see 1. 3. pairs-M2-quote-35.csv Description: 35 pairs of Snopes and fake news matched by Social Fact-checking method (M2) Fields: see 1. 4. pairs-M2-reply-202.csv Description: 202 pairs of Snopes and fake news matched by Social Fact-checking method (M2) Fields: see 1. 5. pairs-cleaning-73.csv Description: 73 pairs of Snopes and fake news after merge and cleaning Fields: snopes: URL of fact-checking articles from snopes.com fake_news: URL of claim articles s_pd: publication date of the snopes article s_ftw: first tweet date of the snopes article f_pd: publication date of the claim article f_ftw: first tweet date of the claim article f_n: number of claim tweets before debunking id: id 6 tweets-snopes.csv Description: tweets that share snopes articles Fields: tweet_created_at: created_at of the tweet tweet_id: id of the tweet tweet_user_id: user of the tweet retweeted_status_id: if this tweet is a retweet, this field will be populated, see `retweeted_status` from the Twitter documentation quoted_status_id: if this tweet is a quotes, this field will be populated, see `quoted_status_id` from the Twitter documentation in_reply_to_status_id: if this tweet is a reply, this field will be populated, see `in_reply_to_status_id` from the Twitter documentation. snopes: the tweeted link of the snopes article 7 tweets-fakenews.csv Description: tweets that share fake news articles Fields: see 6. 8. bot_score.json Description: bot score for top 10% of the two groups 9. case_I.csv Description: Data for case I. Fields: see 6. 10. case_III.csv Description: Data for case III. Fields: see 6.
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