October 2024 marked a period of relative stability in Swindon's overall crime rate, which remained at 6.5 per 1,000 residents—19.8% below the UK average of 8.1. This performance, while consistent with the area's historical trend of being safer than the national average, was accompanied by shifts in crime type distribution. Violence and sexual offences dominated the monthly tally, accounting for 36.1% of all reported crimes, a figure that was 10% below the UK average. Anti-social behaviour followed closely, contributing 20.4% of incidents, and shoplifting remained a persistent concern, with 9.1% of crimes falling into this category. The seasonal context of October—marked by the clocks going back, darker evenings, and Halloween—likely influenced patterns. For instance, the 22.3% increase in criminal damage and arson could be linked to increased outdoor activity during the month, though this is not definitively supported by the data. Swindon's lower-than-average rates for property crimes, such as vehicle crime (57% below UK average) and burglary (70% below), suggest effective local deterrents or community engagement strategies. However, the 64.3% rise in possession of weapons highlighted an unexpected spike, underscoring the need for further analysis of this category. The area's crime profile reflects a mix of consistent low-level crime and occasional surges, shaped by both local characteristics and broader seasonal dynamics.