Aryan6290 / fake-news

The idea is to develop a machine learning program to identify when an article might be fake news.

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Fake News

The idea is to develop a machine learning program to identify when an article might be fake news.

Dataset link: https://www.kaggle.com/c/fake-news/data

train.csv: A full training dataset with the following attributes:

  • id: unique id for a news article

  • title: the title of a news article

  • author: author of the news article

  • text: the text of the article; could be incomplete

  • label: a label that marks the article as potentially unreliable

    • 1: unreliable
    • 0: reliable
  • test.csv: A testing training dataset with all the same attributes at train.csv without the label.

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The idea is to develop a machine learning program to identify when an article might be fake news.