I believe the system gets down after trying to incorporate a too large file, like the AGU one.

https://geopy.readthedocs.io/en/1.16.0/#usage-with-pandas is the only way for me to get it working on my computer. Of course, I first need to regroup the cities to minimize the number of calls.