Cheltenham's January 2024 crime rate of 9.4 per 1,000 residents places it 27% above the UK average, a figure that translates to an individual risk of encountering a crime roughly once every 107 residents over the course of the month. This rate, while higher than national benchmarks, must be contextualised within the town's characteristics as a mix of urban and semi-rural areas with a strong retail and educational presence. The most prevalent crime type was violence and sexual offences, accounting for 29.4% of all incidents, followed by anti-social behaviour (15.6%) and shoplifting (10.3%). These patterns may be influenced by Cheltenham's status as a tourist destination, where retail spaces and public areas are frequently used, potentially increasing opportunities for property-related crimes. Seasonal factors also play a role: January's post-holiday period, shorter daylight hours, and reduced footfall in commercial zones may have contributed to a shift in criminal activity towards more discreet or targeted offences. For example, the significant rise in anti-social behaviour (52% above UK average) could reflect the pressures of a transient population or the impact of colder weather on community interactions. Meanwhile, shoplifting rates being 75% above the UK average may highlight vulnerabilities in high-street environments, particularly during periods of reduced retail activity. These findings suggest that while Cheltenham's overall crime rate is higher than the national average, the local context—shaped by its demographics and geography—provides a more nuanced understanding of the risks faced by residents.