The crime rate in Great Shelford and Stapleford for October 2024 stood at 3.0 per 1,000 residents, a figure 63% below the UK average of 8.1. This stark contrast underscores the area’s relatively low crime profile, particularly when compared to national trends. Anti-social behaviour emerged as the most frequent category, accounting for 30% of all reported crimes, but its rate of 0.9 per 1,000 was 30% below the UK average. Violence and sexual offences, while the second most common category (25% share), remained 70% below the UK average. The data also revealed a surprising anomaly: drug-related crimes, at 0.5 per 1,000, were 92% above the UK average of 0.3. This divergence may reflect local factors, such as targeted enforcement efforts or changes in community activity. October’s seasonal context—darker evenings, the start of the school term, and Halloween—likely contributed to increased anti-social behaviour, which accounted for six of the 20 total crimes. The area’s built-up nature within South Cambridgeshire, combined with its small population, may explain the low levels of property crime, with only one burglary reported. These patterns highlight the interplay between geography, demographics, and seasonal rhythms in shaping local crime dynamics.