This repository is dedicated to performing a variety of NLP experiments on the COVID-19 Kaggle dataset.

The Geographic NER iPython notebook is focused around extracting geographic locations (cities and countries) mentioned throughout the papers.

The notebook is split into the following sections:

1. Initial GeoTopicParser experiments.
2. GeoText extraction (the actual location extraction).
3. Weather extraction (from the extracted locations).
4. Text processing to determine the severity of incidents in the papers per mentioned locations (currently in progress).

All the resulting data is saved in the geodata folder.