For my research, I need to access historical trends data. How can I access historical trend data? Is it possible? Any guidance is much appreciated.
Unfortunately no - there's no way to do that with the API, but there are a few third party services that might have that data.
I know trendsmap goes back 14 days http://solutions.trendsmap.com/pricing/
No idea if gnip has anything on trends