A framework for real-time Twitter data analysis

•A framework for real-time Twitter data analysis•We propose improvements to the Soft Frequent Pattern Mining (SFPM) algorithm•The stream of tweets is organized in dynamic windows whose size depends both on the volume of tweets and time•The set of keywords used to query Twitter is progressively refined to highlight the user’s point of view•Comparisons with two state of the art systems