An index to monitor/forecast press freedom emergencies
https://www.acleddata.com/curated-data-files/
Data import
- Import excel file.
- Add date column.
- Export it as json
- Use json file for all future work
Data transformations
- Rename columns
- Encode categorical data for ML analysis
- Function for basic visualization: plot data from a specific country
K-Clustering
- Tested k-clustering for all countries at once (2010 - 2019). Lacks specificity.
- Next step: cluster date from one country.
- Create function to cluster data independently from one coutry at once?