This is my first time of working with a dataset that has coordinates as features. I have tried to obtain new features, using only the Train file given by Zindi, from the longitude and latitude by calculating certain distances and bearings. However, I know my score would improve if I find a way of using the additional datasets given by Zindi.

Are there any links or articles you know of which can give me a basic guide to extracting features using the open street map and open route service? Any help, please?