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Dismantling Political Echo Chambers Using Natural Language Processing and Binary Classifiers

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NilaiVemula/news-recommender

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News Recommender

Nilai Vemula, December 2020

Category: Text Analysis/ Natural Language Processing

Goal: Create a news recommendation system that selects articles from different parts of the political spectrum.

Read the write-up for a full description of this project!

Repository Structure:

  • At this time, most of the code is still in development. You can find this progress in the Jupyter Notebooks in the notebooks/ folder.
  • The data collection script has been refined and is located in scripts/. It expects a file called secrets.py that contains your Reddit log-in and API credentials.
  • The streamlit web app code is located in web_app.py.

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