The crime profile of Caerphilly in October 2024 reveals a distinct mix of violent and non-violent offences, with violence and sexual offences dominating at 38.5% of all reported crimes. This is followed by anti-social behaviour (18.5%) and public order issues (11.6%), both of which are significantly above the UK averages for their respective categories. The overall crime rate of 8.6 per 1,000 residents places Caerphilly 6.2% above the national average, a figure that may be influenced by the area's social and economic characteristics. Seasonal factors appear to play a role in shaping the crime profile, with the transition to darker evenings and the Halloween period likely contributing to increased incidents of anti-social behaviour and public order offences. The dominance of violent crime in the area contrasts with lower rates of property-related crimes such as shoplifting and vehicle crime, which are both below UK averages. This suggests a combination of local demographics, community dynamics, and environmental factors. The high proportion of violent offences could be linked to Caerphilly's status as a mixed urban-rural district, where social services and community engagement initiatives may face unique challenges. The data also highlights a notable gap in property crime, with shoplifting at 0.3 per 1,000 residents—58% below the UK average—which may reflect effective retail security measures or a lower density of high-traffic commercial areas. These patterns indicate that while violent crime remains a pressing concern, the area's approach to property crime prevention appears to be somewhat successful, though further analysis is needed to confirm the underlying causes.