"You don't know what you don't know". We have no idea how they selected, curated, pruned, or otherwise "cleaned" their data set to meet their needs. What we can say, definitively, is they DO have a bias to encourage more developers to move to the Bay Area.

"Do not put your faith in what statistics say until you have carefully considered what they do not say." - William W. Watt