Cheltenham's crime profile in October 2025 reveals a marked divergence from the UK average, with the overall rate standing at 9.0 per 1,000 residents—16.9% above the national figure. This discrepancy is most pronounced in anti-social behaviour, which accounts for 23.0% of all reported crimes and is 67% higher than the UK average. Violence and sexual offences (30.1% of total crimes) and shoplifting (11.9%) also contribute significantly to the local crime profile. Seasonal factors may partly explain these patterns, as October brings darker evenings and Halloween, which historically correlate with increased anti-social behaviour and public order incidents. The area's character as a market town with a mix of residential, retail, and tourist activity likely influences these trends, with high foot traffic in central areas potentially amplifying petty crimes. While violent crime remains a concern, property-related offences such as shoplifting and vehicle crime are also elevated compared to national benchmarks. The data suggests that localised factors—such as the concentration of retail outlets and the timing of seasonal events—play a role in shaping these crime patterns, though further analysis would be required to confirm direct causal links.