The crime profile of Clydach (Swansea) in August 2024 reveals a distinctive mix of offences that diverges from the UK average. With a crime rate of 5.1 per 1,000 residents—37.8% below the national average of 8.2 per 1,000—the area demonstrates a lower overall risk of crime. However, the balance of crime types suggests a specific local context. Anti-social behaviour and violence and sexual offences each accounted for 35.1% of all reported crimes, making them the most prevalent categories. This concentration of incidents in social and interpersonal offences may reflect the area’s character as a built-up urban district within Swansea, where community interactions and public spaces play a significant role in shaping crime patterns. Seasonal factors in August, such as peak holiday activity and increased tourism, could contribute to the prominence of anti-social behaviour, as transient populations and heightened social activity may amplify incidents. In contrast, property-related crimes such as burglary and vehicle crime were lower than the UK average, with burglary at 2.7% of the national rate and vehicle crime at 67% below. This suggests that Clydach’s built-up environment, with more surveillance or community engagement, may reduce opportunities for such crimes. The dominance of anti-social behaviour and violence over other categories indicates a need for targeted interventions in public spaces and social services, while the lower rates of property crime highlight areas where existing measures may be effective. These findings illustrate how local conditions and seasonal rhythms interact to shape crime trends, offering insights for both residents and policymakers.