Violence and sexual offences dominated South Gloucestershire’s crime profile in October 2023, accounting for nearly 40% of all reported crimes. This category, which includes assault, harassment, and sexual violence, was the most frequently recorded type, with 684 incidents reported. The high prevalence of such crimes may be influenced by the area’s demographic profile, including a mix of urban and suburban environments that host a range of social interactions. The overall crime rate for the month stood at 5.6 per 1,000 residents, placing the district 30% below the UK average of 8.0 per 1,000. This gap is particularly pronounced in categories such as anti-social behaviour (45% below the UK average) and public order offences (15% below the UK average), which may reflect the effectiveness of local policing strategies or community engagement initiatives. Seasonal factors also played a role in shaping the crime picture: the transition to darker evenings in October, combined with Halloween activities, likely contributed to an uptick in anti-social behaviour and public order incidents. However, the rate of violent crime remained lower than the UK average, a trend that may be partly explained by the area’s relatively stable communities and robust local services. While property-related crimes such as shoplifting and burglary accounted for a significant portion of the total, their rates remained below the UK average, suggesting that efforts to deter such crimes through targeted interventions have had some success. These findings highlight the combination of local factors, national trends, and seasonal influences in shaping South Gloucestershire’s crime profile.