Violence and sexual offences dominated Gloucester’s crime profile in October 2023, making up 38.5% of all reported crimes. At 11.8 crimes per 1,000 residents, the local authority’s rate was 47.5% above the UK average of 8.0. This stark divergence highlights a significant imbalance in Gloucester’s crime profile compared to national trends. Anti-social behaviour (16.6% share) and shoplifting (10.0% share) followed as the next most common categories, both far exceeding UK averages by 56% and 107% respectively. These figures suggest a concentration of issues in areas with high foot traffic, such as the city’s town centre and retail zones, where shoplifting and anti-social behaviour are likely to be exacerbated by seasonal factors like Halloween and the transition to darker evenings. The violence rate alone—4.5 per 1,000—was 67% above the UK average, pointing to potential challenges in managing public safety in Gloucester’s nightlife and community spaces. While property crimes (519 total) were lower than violent crimes, their share of total offences (31.7%) still indicated a persistent risk to residents. This pattern may reflect Gloucester’s mix of urban and semi-rural areas, where both high-traffic zones and isolated locations contribute to distinct crime dynamics. The month’s seasonal context—shorter days and the approach of Christmas—could also have influenced patterns, with increased antisocial activity linked to reduced visibility and heightened social interactions in public spaces.