For a built-up area of 14,180 residents, East Ardsley recorded 94 crimes in October 2025, translating to 6.6 crimes per 1,000 people. This rate is 14.3% below the UK average of 7.7 per 1,000, reflecting a relatively safer environment compared to national trends. The most significant crime category was violence and sexual offences, which accounted for 46.8% of all reported crimes (44 incidents), followed by public order (10 incidents) and anti-social behaviour (10 incidents). These figures contrast with the UK average for violence and sexual offences, which is 2.7 per 1,000—17% below East Ardsley’s rate. October’s shorter days and the approach of Halloween likely contribute to increased incidents of violence and public order offences, as darker evenings may limit visibility and encourage risk-taking. The area’s crime profile aligns with typical patterns for urban centres within larger cities like Leeds, where high foot traffic and community interactions can drive both violent and non-violent crime. However, East Ardsley’s lower overall rate suggests effective local policing or community engagement initiatives, though these remain unconfirmed by the data.