March 2023 revealed a striking anomaly in Clayton-le-Moors: anti-social behaviour, which constitutes 28.7% of all crimes, was 160% above the UK average. This figure, significantly higher than the national rate of 1.0 per 1,000, underscores a unique challenge for the area. The overall crime rate of 9.5 per 1,000 residents—25% above the UK average—reflects a broader pattern of elevated incidents, though the distribution across crime types is uneven. Violence and sexual offences, the most common category, accounted for 41.5% of total crimes, with a rate of 3.9 per 1,000, 42% above the UK average. This surge in violent crime may be linked to seasonal factors, such as the transition to spring and the lengthening of evenings, which could influence social dynamics and opportunities for such offences. Meanwhile, criminal damage and arson were 50% above the UK average, while public order offences were slightly below. The area’s built-up nature may contribute to higher anti-social behaviour rates, driven by the density of population and limited open spaces. However, the low rates of vehicle crime and burglary—79% and 70% below UK averages, respectively—suggest that the area’s characteristics, such as reduced car ownership or compact infrastructure, may deter these types of incidents. These findings illustrate a combination of local conditions and national trends, with some categories aligning closely with UK norms while others deviate sharply.