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Anomaly detection dashboard based on 2018 Russian presidential election data :)

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german3d/RussianElections2018

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Presidential Election in Russia (18.03.2018)

This project is aimed to collect, visualize and find anomalies in presidential election data.

Binder link to interactive dashboard: Binder
Note: creating Docker container image for the 1st time can take up to several minutes.

Pipeline:

  1. Web scraping official website of the Central Election Commission:
  • requests
  • beautifulsoup
  • concurrent
  1. Data visualization:
  • plotly
  • seaborn
  • cufflinks
  • ipywidgets
  1. Anomaly detection:
  • scikit-learn (Isolation Forest)

Screenshot:

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Anomaly detection dashboard based on 2018 Russian presidential election data :)

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