This map was created at Nesta by Antonio Lima and John Davies. You can find more information in the blog post we published on the Nesta website.

Club information is based on Resident Advisor club listings. Property price information is based on processed transaction data produced by Land Registry © Crown copyright 2016. The London ward boundaries were obtained from the Greater London Authority's London datastore. Tubelines and stations location were obtained from OpenStreetMap The map has been produced with Mapbox GL, Heroku, Python and R.

Acknowlegments

The authors would like to thank Resident Advisor, Hasan Bakhshi, Sam Mitchell, Rachael Roe, Georgina Roberts, Laura Scarrott and Zosia Poulter for their comments on the map.

Feedback

Please send any queries or feedback you might have to Antonio or John using the following email format: NAME.SURNAME@nesta.org.uk. If your feedback is about an issue with specific venue, click on the relevant venue in the map, then on "Report issue".