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>Usually when you get government "transparency" it is in the form of a PDF of poorly photocopied documents as images which are effectively useless from a analysis standpoint, unless you have many humans ready to read/transcribe.

Of the largest 20 cities in the US, all but one have open data sites where you can programmatically pull down datasets. I feel like this is more becoming the norm rather than the exception. Maybe it's just smaller municipalities that don't have open data sites?

Which one doesn't? (curious)

Jacksonville

These (not official) spreadsheets may interest you

https://docs.google.com/spreadsheets/d/1TtnlrfCMs9C4exLsKhzp...

https://docs.google.com/spreadsheets/d/1vpSCiNFolwtG765Lxe92...

You will be interested in the OpenElections github account:

https://github.com/openelections