East Ardsley's built-up area within Leeds recorded a crime rate of 5.3 per 1,000 residents in November 2025, placing it 27.4% below the UK average of 7.3. This figure, while lower than the national benchmark, highlights a combination of seasonal factors and local dynamics. The most prevalent crime type was violence and sexual offences, accounting for 48.0% of all reported incidents. This category, at 2.5 per 1,000, was 3% below the UK average, suggesting that the area's relatively low violent crime rate is consistent with its character as a residential and commercial hub within Leeds. Shoplifting and other theft followed closely, each contributing 9.3% of total crimes. These figures may reflect the area's proximity to retail centres and the impact of Black Friday shopping.5 per 1,000 was 21% below the UK average. The month's seasonal context—marked by Bonfire Night, Black Friday, and extended darkness—likely influenced crime patterns. For instance, the reduction in anti-social behaviour, which fell 50% compared to the previous month, could be attributed to fewer outdoor gatherings as evenings grew darker. However, the persistent presence of violent crime, despite the overall decline, indicates that targeted interventions may be necessary in areas with higher foot traffic or social interaction.