Given the geographic locations of 1073 humanitarian aid points, we applied the DBSCAN method for cluster analysis. This identified the identification of 7 distinct humanitarian aid clusters under the assumption that logistics can be transported from one aid location to any neighboring point.
If you want to see more details, you can go directly to the code.