I'd suggest you read https://www.wired.com/2013/03/anonymous-phone-location-data/ if you have not previously seen this.

Part of the issue is that location has a lot more "physicality" tied to it. One can't easily change where they live, work etc. whereas it's much easier to switch credit cards.