For a population of 243,875, Swindon recorded 1,778 crimes in May 2023, translating to 7.3 crimes per 1,000 residents. This rate is 8.8% below the UK average of 8.0 per 1,000, reflecting a relatively safer environment compared to national trends. The most prevalent crime category was violence and sexual offences (611 incidents, 34.4% of total), followed by anti-social behaviour (349 cases, 19.6%) and shoplifting (172 cases, 9.7%). These figures align with Swindon’s character as a commuter town with a mix of urban and suburban areas, where retail centres and public spaces may contribute to higher rates of shoplifting and anti-social behaviour. Seasonal factors in May—such as longer evenings, bank holidays, and increased outdoor drinking—may have amplified incidents of violence and disorder. Shoplifting in Swindon exceeds the UK average by 43%, a discrepancy that could stem from the town’s retail presence and foot traffic patterns. Conversely, violent crime rates in Swindon are 10% below the UK average for this category, suggesting effective community policing or demographic factors that mitigate severe violence. The balance between property and violent crime also shifts seasonally, with property crimes (560) comprising 31.5% of total incidents, compared to violent crimes (34.4%), indicating a seasonal trend towards more property-related offences during warmer months. These patterns must be contextualised within Swindon’s evolving urban landscape, where infrastructure and population dynamics influence crime distribution.