This is an offence under s 54 of the Metropolitan Police Act 1839. Other offences covered by s 54 include flying kites, playing annoying games, and sliding on ice or snow in the street.
Source:
https://www.lawcom.gov.uk/app/uploads/2015/03/Legal_Oddities.pdf