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Trying to get insights in media bias by analyzing how different media outlets visually portray different politicians.

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haukesteffen/media_bias_visual_portrayals

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Visual Portrayal Analysis in Multimedia Journalism

This project is an attempt at building something useful while practicing and improving new skills and sticking to best practices. In a nutshell, we want to analyze how different politicians get portrayed by automatically comparing if and how different media outlets frame politicians of different ideologies differently.

Things to implement:

  • unit testing via pytest
  • continuous integration and travis ci
  • some kind of etl pipeline and scheduling via airflow
  • unstructured data storage via mongodb
  • some kind of state of the art computer vision for facial recognition
  • some kind of hosting via kubernetes

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Trying to get insights in media bias by analyzing how different media outlets visually portray different politicians.

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