For an area with a population of 156,958 residents, the 931 crimes recorded in May 2023 represent a crime rate of 5.9 per 1,000 people—26.2% below the UK average of 8.0 per 1,000. This rate, while modest, is consistent with the area’s character as a built-up urban district within South Gloucestershire, where crime patterns are influenced by a mix of residential, commercial, and transport hubs. The most significant category was Violence and sexual offences, accounting for 34.9% of all crimes, followed by Anti-social behaviour (17.7%) and Public order offences (10.4%). These figures align with the seasonal context of May, which saw longer evenings and bank holidays potentially increasing outdoor socialising and associated risks. The relatively low rate of property crimes (318, or 34% of total crimes) compared to violent crimes may reflect the area’s infrastructure, with fewer high-value retail spaces than major urban centres. However, the prominence of Anti-social behaviour suggests ongoing challenges in managing public spaces, particularly in areas with high foot traffic or transient populations. The lower-than-average rates for violent crimes, despite their share of total incidents, indicate that local policing or community initiatives may be contributing to a more stable environment. Seasonal factors, such as the increased visibility of social events during May, likely play a role in shaping these patterns.