An analysis like that would be very interesting to see. Despite a lot of this data being public, I haven't seen any useful analyses of it (e.g., they always mix

An analysis like that would be very interesting to see. Despite a lot of this data being public, I haven't seen any useful analyses of it (e.g., they always mix different fields or lump adjuncts in). It would be helpful if I could select a field, a position (e.g., assistant prof), a range of school rankings, number of years since hired (e.g., hired last year), and a geographical region, and see the salary data.