Cheltenham’s crime rate in May 2024 stood at 8.8 per 1,000 residents, placing it 4.8% above the UK average of 8.4 per 1,000. This slight deviation from the national trend underscores the town’s unique crime profile, shaped by its character as a historic spa town with a mix of residential, retail, and educational spaces. Violence and sexual offences accounted for 28.7% of all crimes, followed closely by anti-social behaviour (28.1%) and shoplifting (8.5%). These figures align with seasonal patterns in May, where longer evenings and increased outdoor activity may contribute to higher incidents of public order and violent crime. The town’s retail presence, particularly in areas like High Street, likely drives shoplifting rates, while its status as a commuter hub and home to the University of Gloucestershire could explain the prevalence of anti-social behaviour in shared living spaces. However, the data also reveals inconsistencies: while property crimes (329) outnumbered violent crimes (306), the proportion of violent offences was lower than the UK average. This may reflect effective policing in high-risk areas or a demographic shift in reported incidents. The seasonal context of May — with bank holidays and extended daylight hours — further complicates the picture, as these factors can influence both crime patterns and reporting rates. For instance, the 25% increase in shoplifting compared to the UK average may be linked to increased foot traffic during weekends and holidays, while the 150% rise in bicycle theft could signal a surge in cycling activity as temperatures improve. These trends, while notable, remain within a broader framework of local and national dynamics that require ongoing analysis to fully understand.