Characterising climate change discourse on social media during extreme weather events

•The principal frames employed to discuss climate change differed between the events.•Event characteristics and socio-political context markedly influenced the discourse.•Non-hoax frames dominated during Hurricane Irene and Hurricane Sandy.•Discourse was spilt between non-hoax and hoax frames during Snowstorm Jonas.