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The European Monitoring Centre for Drugs and Drug Addiction (EMCDDA) though, measure a much less visible indicator of a city’s partying habits. Every year, they analyse waste water samples around the continent for traces of illicit drugs such as cocaine and MDMA.

Looking at traces of cocaine found at the weekend, the Swiss banking hub of Zürich is at the top of the scale with 1,109mg of the drug per one thousand people flowing through the drains.

In a close second in Barcelona with 1,101mg and rounding off the top three is London (2016 data) with 999mg.

This article and chart originally appeared on the blog of statistics firm Statista, and is republished here with permission.