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Review Material

1. GitHub Quickstart
2. Pandas and Geopandas Review
- 2.4. Case Study Solution

Establishing the Analysis Zone

3. Establishing the Analysis Zone

Mapping and Monitoring the Extent of the Crisis

4. Introduction
5. Mapping and Monitoring Conflict
6. Mapping and Monitoring Earthquake Intensity
7. Mapping and Monitoring Floods
8. Mapping and Monitoring Drought
9. Mapping and Monitoring Surface Change (Illustrative)

Mapping Exposure

10. Introduction
11. Mapping Exposure - Infrastructure
12. Mapping Exposure - Population
13. Agricultural Area (Illustrative)

Estimating Physical Impact

14. Infrastructural damage assessment (Illustrative)
15. Internet Connectivity during Crisis
- 15.4. Meta Mobile Network Connectivity (Illustrative)
- 15.5. Ookla
16. Nighttime Lights from NASA Black Marble during Crisis
17. Solar Panel Detection (Illustrative)

Estimating Disruption to Business and Trade

18. Night Time Lights to estimate Disruptions to Business and Trade
19. Business Activity Trends
20. Maritime Port Activity
21. Estimating Disruption to Business and Trade Through Point of Interest Visits Using Mobility Data (Illustrative)
22. Cross Border Activity (Illustrative)
23. Online Search Trends (Illustrative)

Pulling it all Together

24. Pulling it Together - Indicators
25. File Management and Code Dissemination

Final Project

26. Final Project

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By Development Data Partnership

Last updated on Oct 21, 2025.

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