The most striking finding in March 2023 was the sharp divergence in violent crime rates compared to the UK average. Violence and sexual offences in Great Shelford and Stapleford accounted for 36% of all reported crimes, yet this category’s rate (1.4 per 1,000) was 49% below the UK average of 2.7 per 1,000. This anomaly challenges expectations for a built-up area within South Cambridgeshire, suggesting factors such as community cohesion or local policing strategies may be contributing. The overall crime rate of 3.8 per 1,000 — 50% below the UK average — reflects a broader pattern where property crime (7 incidents) and violent crime (9 incidents) dominate the profile. Anti-social behaviour, at 28% of total crimes, was 6% above the UK average, hinting at localized tensions that may be amplified by seasonal factors. March, a transitional month with longer evenings and the clocks changing, likely influenced patterns: increased visibility of outdoor spaces may have deterred burglary (0.2 per 1,000, 39% below UK average) but exacerbated anti-social behaviour. The low rate of vehicle crime (0.6 per 1,000, 25% above UK average) suggests limited exposure to high-traffic areas or parking density, a characteristic often seen in smaller, more residential built-up areas. These figures underscore a combination of geography, demographics, and seasonal rhythms that shape the area’s unique crime profile.