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AlexanderHolmes0/true-fake-news

True-Fake-News These are collected news articles from various sources with curated labels aligning to true of fake classification. Dataset Description The dataset contains two types of articles fake and real News. This dataset was collected from realworld sources; the truthful articles were obtained by crawling articles from Reuters.com (News website). As for the fake news articles, they were collected from different sources. The fake news articles were… See the full description on the dataset page: https://huggingface.co/datasets/AlexanderHolmes0/true-fake-news.

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True-Fake-News

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These are collected news articles from various sources with curated labels aligning to true of fake classification.

Dataset Description

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The dataset contains two types of articles fake and real News. This dataset was collected from realworld sources; the truthful articles were obtained by crawling articles from Reuters.com (News website). As for the fake news articles, they were collected from different sources. The fake news articles were collected from unreliable websites that were flagged by Politifact (a fact-checking organization in the USA) and Wikipedia. The dataset contains different types of articles on different topics, however, the majority of articles focus on political and World news topics.

Dataset Sources [optional]

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Uses

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Text classification or question answering would be ways to use this dataset.

Dataset Structure

ClassificationTotal Number of ArticlesArticle TypeArticle Count
Real-News21,417World10,145
Political11,272
Fake-News23,481Government1,570
Middle East778
US783
Left-Leaning4,459
Political6,841
General9,050