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).
BSD-2-Clause: LICENSE.