Shoplifting rates in Durham during October 2024 were 164% above the UK average, marking a stark outlier in the area's crime profile. The built-up area within County Durham recorded a total crime rate of 9.6 per 1,000 residents, placing it 18.5% above the UK average of 8.1. This discrepancy highlights a unique pattern in local crime dynamics, with property-related offences contributing significantly to the overall rate. Violence and sexual offences accounted for 28.7% of all crimes, followed by shoplifting (19.9%) and anti-social behaviour (15.6%). These figures suggest a combination of urban characteristics and specific crime types, particularly in areas with high foot traffic or retail presence. October's seasonal context—darker evenings, Halloween, and the clocks going back—may partly explain fluctuations in crime, as reduced daylight and increased seasonal activity could influence both perpetrators and victims. The area's position as a commuter hub and historical town centre may contribute to shoplifting trends, while its proximity to rural areas might explain lower vehicle crime rates compared to the UK average. However, the sharp rise in shoplifting, coupled with a 5% increase in violence and sexual offences above the UK average, points to targeted interventions or local factors requiring further analysis.