TFL publishes lots of their data on contactless payments, transport usage, station footfall, and more. Their statstics cover tube, rail, bus, walking, and cycling. The network statistics dashboard is an interactive data visualisation that’s particularly useful.

https://tfl.gov.uk/info-for/open-data-users/our-open-data#on-this-page-9