COVID-19 Fake News Dataset
Help researchers to identify fake contents
@kaggle.arashnic_covid19_fake_news
Help researchers to identify fake contents
@kaggle.arashnic_covid19_fake_news
As the COVID-19 virus quickly spreads around the world, unfortunately, misinformation related to COVID-19 also gets created and spreads like wild fire. Such misinformation has caused confusion among people, disruptions in society, and even deadly consequences in health problems. To be able to understand, detect, and mitigate such COVID-19 misinformation, therefore, has not only deep intellectual values but also huge societal impacts. To help researchers combat COVID-19 health misinformation, this dataset created.
The datasets is a diverse COVID-19 healthcare misinformation dataset, including fake news on websites and social platforms, along with users' social engagement about such news. It includes 4,251 news, 296,000 related user engagements, 926 social platform posts about COVID-19, and ground truth labels.
Version 0.1 (05/17/2020)
initial version corresponding to arXiv paper
CoAID: COVID-19 HEALTHCARE MISINFORMATION DATASET
Version 0.2 (08/03/2020)
added data from May 1, 2020 through July 1, 2020
Version 0.3 (11/03/2020)
added data from July 1, 2020 through September 1, 2020
Limeng Cui Dongwon Lee, Pennsylvania State University.
CREATE TABLE claimfakecovid_19_5 (
"unnamed_0" BIGINT -- Unnamed: 0,
"fact_check_url" VARCHAR,
"news_url" VARCHAR,
"title" VARCHAR
);CREATE TABLE claimfakecovid_19_7 (
"unnamed_0" BIGINT -- Unnamed: 0,
"fact_check_url" VARCHAR,
"news_url" VARCHAR,
"title" VARCHAR
);CREATE TABLE claimfakecovid_19_tweets_5 (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE claimfakecovid_19_tweets_7 (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE claimfakecovid_19_tweets_replies_5 (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE claimfakecovid_19_tweets_replies_7 (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE claimrealcovid_19 (
"unnamed_0" BIGINT -- Unnamed: 0,
"fact_check_url" VARCHAR,
"news_url" VARCHAR,
"title" VARCHAR
);CREATE TABLE claimrealcovid_19_5 (
"unnamed_0" BIGINT -- Unnamed: 0,
"fact_check_url" VARCHAR,
"news_url" VARCHAR,
"title" VARCHAR
);CREATE TABLE claimrealcovid_19_7 (
"unnamed_0" BIGINT -- Unnamed: 0,
"fact_check_url" VARCHAR,
"news_url" VARCHAR,
"title" VARCHAR
);CREATE TABLE claimrealcovid_19_tweets (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE claimrealcovid_19_tweets_5 (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE claimrealcovid_19_tweets_7 (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE claimrealcovid_19_tweets_replies (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE claimrealcovid_19_tweets_replies_5 (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE claimrealcovid_19_tweets_replies_7 (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE newsfakecovid_19 (
"unnamed_0" BIGINT -- Unnamed: 0,
"type" VARCHAR,
"fact_check_url" VARCHAR,
"archieve" VARCHAR,
"news_url" VARCHAR,
"news_url2" VARCHAR,
"news_url3" VARCHAR,
"news_url4" VARCHAR,
"news_url5" VARCHAR,
"title" VARCHAR,
"newstitle" VARCHAR,
"content" VARCHAR,
"abstract" VARCHAR,
"publish_date" VARCHAR,
"meta_keywords" VARCHAR
);CREATE TABLE newsfakecovid_19_5 (
"unnamed_0" BIGINT -- Unnamed: 0,
"type" VARCHAR,
"fact_check_url" VARCHAR,
"archieve" VARCHAR,
"news_url" VARCHAR,
"news_url2" VARCHAR,
"news_url3" VARCHAR,
"news_url4" VARCHAR,
"news_url5" VARCHAR,
"title" VARCHAR,
"newstitle" VARCHAR,
"content" VARCHAR,
"abstract" VARCHAR,
"publish_date" VARCHAR,
"meta_keywords" VARCHAR
);CREATE TABLE newsfakecovid_19_7 (
"unnamed_0" BIGINT -- Unnamed: 0,
"type" VARCHAR,
"fact_check_url" VARCHAR,
"archieve" VARCHAR,
"news_url" VARCHAR,
"news_url2" VARCHAR,
"news_url3" VARCHAR,
"news_url4" VARCHAR,
"news_url5" VARCHAR,
"title" VARCHAR,
"newstitle" VARCHAR,
"content" VARCHAR,
"abstract" VARCHAR,
"publish_date" VARCHAR,
"meta_keywords" VARCHAR
);CREATE TABLE newsfakecovid_19_tweets (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE newsfakecovid_19_tweets_5 (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE newsfakecovid_19_tweets_7 (
"index" BIGINT,
"tweet_id" BIGINT
);CREATE TABLE newsfakecovid_19_tweets_replies (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE newsfakecovid_19_tweets_replies_5 (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE newsfakecovid_19_tweets_replies_7 (
"news_id" BIGINT,
"tweet_id" BIGINT,
"reply_id" BIGINT
);CREATE TABLE newsrealcovid_19 (
"unnamed_0" BIGINT -- Unnamed: 0,
"type" VARCHAR,
"fact_check_url" VARCHAR,
"news_url" VARCHAR,
"title" VARCHAR,
"newstitle" VARCHAR,
"content" VARCHAR,
"abstract" VARCHAR,
"publish_date" VARCHAR,
"meta_keywords" VARCHAR
);Anyone who has the link will be able to view this.