 Swarcliffe residents take part in the annual Leeds in Bloom Private Gardens competition, with a number of gold, silver or bronze winners living in the area.Crime rate data is collected by the Crime and Disorder Reduction Partnership; an organisation involving the local police force, council, fire authority, and primary care trusts.An example of anti-social behaviour which prompted the enforcement of an Anti-Social Behaviour Order, ASBO, was the case of a young man who, in 2008, had posted more than eighty videos of his anti-social behaviour on YouTube, including high-speed road races, verbal abuse, trespassing, leaving a petrol station (supposedly), without paying for petrol, and videoing his use of class A drugs.