fausa/Bias_Detection_in_Journalism
A Natural Language Processing Project: Use NewsAPI to gather URL's of news articles, along with webscraping, gather news articles and generate a bias classifier to then run on news sources that are considered "centered" by AllSides Media to determine the validity of that classification.
This project helps news organizations maintain their reputation for unbiased reporting. It takes a continuous stream of news articles from your publication, analyzes their political lean using sophisticated text analysis, and provides a 'political lean' score. This score helps editorial teams understand the perceived bias of their content and ensure they remain politically centered.
No commits in the last 6 months.
Use this if you manage a news outlet that aims to provide politically neutral content and needs an objective way to monitor its editorial output for bias.
Not ideal if your publication has a clear political stance and you are not concerned with maintaining a 'centered' bias rating.
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Jupyter Notebook
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Last pushed
Jun 26, 2023
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