Swindon's overall crime rate in September 2023 stood at 8.2 per 1,000 residents, placing it 2.5% above the UK average of 8.0 per 1,000. This small but notable discrepancy reflects a combination of local factors and seasonal rhythms. Violence and sexual offences accounted for 32.5% of all crimes, a proportion consistent with the national average, while anti-social behaviour made up 18.9%, slightly higher than the UK figure. The most striking deviation was in shoplifting, which occurred at a rate of 0.9 per 1,000 residents—61% above the UK average. This could be linked to Swindon's retail presence, including its large supermarket and shopping centres, which attract both local and visiting shoppers. September, with its back-to-school and university freshers' week, likely intensified foot traffic in high-street areas, creating opportunities for theft. Anti-social behaviour, while remaining a significant concern, saw an 11.3% decrease from August, possibly due to the start of the academic year and increased police visibility in town centres. The data also shows that property crimes (540 incidents) slightly outpaced violent crimes (498), a trend that may reflect the area's mix of urban and suburban characteristics, where commercial spaces and residential areas intersect. While the rate is marginally higher than the UK average, the distribution of crime types suggests a profile more aligned with a commuter town than a major city, with retail and public spaces as key focal points for criminal activity. The seasonal context of September—nights drawing in and the transition from summer to autumn—may have influenced both the frequency and nature of crimes, particularly in outdoor and nightlife areas.