Otley (Leeds) experienced a 6.9% month-on-month decline in its overall crime rate, falling to 5.2 per 1,000 residents in October 2024—a figure 35.8% below the UK average of 8.1. This performance highlights the area’s relative safety compared to national trends. Violence and sexual offences remained the most prevalent category, contributing 42.4% of all reported crimes, followed by anti-social behaviour (15.2%) and public order incidents (10.6%). These figures align with Otley’s character as a built-up area within Leeds, where high street activity and community hubs may drive certain types of crime. Seasonal factors, including the transition to darker evenings and Halloween, likely influenced patterns. Otley’s violent crime rate (2.2 per 1,000) was 18% below the UK average, suggesting effective local policing or community initiatives. However, burglary rates (0.5 per 1,000) were 52% above the national average, a discrepancy that may reflect the town’s compact residential layout and potential gaps in property security. The data also shows a marked seasonal shift, with shoplifting incidents dropping 80% from September, due to reduced foot traffic or targeted interventions. These trends illustrate the interplay between Otley’s urban environment, seasonal rhythms, and broader national crime patterns, offering insights for both residents and policymakers.