Historical Twitter data is utilized for various purposes including research, competitor analysis, and predicting future trends related to hashtags and campaigns. It helps marketers design effective campaigns by identifying successful strategies and influencers, as well as measuring the impact of their efforts. The platform offers tools to download data in multiple formats and access tweets from as far back as 2006.