Social media forensics applied to assessment of post-critical incident social reaction: The case of the 2017 Manchester Arena terrorist attack.

•Tracking different types of reactions on social media after a critical incident.•LDA topic modeling techniques are applied to 4M+ tweets corpus.•Tweets gave insights on the context, including requests for help and warnings.•A machine learning method that can enhance forensic investigations on digital traces.