The City Council maintains a regular rotation of graffiti removal teams, visiting two wards per month. The latest schedule shows that Quarry will next get a cleanup in July, followed by Headington in August.
In addition to these thorough cleans, they also remove offensive graffiti more promptly: in that case you can find instructions to report on the City Council’s website.