https://github.com/froukje/fake-news-german

Analysing fake/no fake news dataset
https://github.com/froukje/fake-news-german

Last synced: 4 months ago
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Analysing fake/no fake news dataset

• Host: GitHub
• URL: https://github.com/froukje/fake-news-german
• Owner: froukje
• Created: 2020-04-23T20:21:56.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2020-08-12T20:30:29.000Z (almost 5 years ago)
• Last Synced: 2025-01-13T20:29:13.455Z (5 months ago)
• Language: Jupyter Notebook
• Size: 3.98 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# FakeNews_German

A dataset containing fake/no fake news from different categories. The dataset contains articles from six newspapers (online) from Austria and Germany are analysed and is available on [kaggle](https://www.kaggle.com/astoeckl/fake-news-dataset-german).

* EDA: Some statistics from the dataset, play with wordclouds, etc.

* Predictive Modelling: Consider 2 cases

    * Fake vs. no Fake prediction (binary classification)

    * Category prediction (multiple Classification)

The work has been inspired by: 

https://medium.com/@andreasstckl/detecting-satire-and-fake-news-with-machine-learning-435695749f79