e3-jsi / ew-shopp-public

Public repository of the EW-Shopp project

EW-Shopp Data Analytics (ew-shopp-public)

Public repository of the analytics tools for the EW-Shopp project. The contents are organized by topic in subfolders containing the code and the corresponding documentation.

• 📈 analytics - code to set up, fit and run the EW-Shopp analytics pipeline.
  • 📤 server - exposes an API to get predictions from the models.
  • ⚙️ pipeline - to perform feature transformation, feature selection, model training and predictions.
  • 🌍 events - code to download articles and events from Event Registry and calculate media attention features. Used with the pipeline.
  • 🌦️ weather - code to calculate weather features. Used with the pipeline.
• download_events - utility code for downloading event data from Event Registry.
• keyword_clustering_tool - code to cluster together keywords by their meaning, producing sets of keywords related to some central keyword (i.e. a category name).

License

BSD-2-Clause: LICENSE.