If you’re interested in corpus linguistics using social media data, check out Jack Grieve’s work @JWGrieve.

Jack Grieve
Corpus Linguistics, Dialectology, Forensic Linguistics, Language Variation & Change
University of Birmingham, UKsites.google.com/view/grievejw