Otley (Leeds) maintains a crime rate of 5.6 per 1,000 residents in November 2023, placing it 25.3% below the UK average of 7.5. This performance contrasts with the national picture, where the built-up area within Leeds demonstrates a lower-than-average burden of crime. The most prevalent category, violence and sexual offences, accounted for 47.9% of total incidents, a figure that, while 4% above the UK average, remains relatively contained compared to other regions. This may reflect local demographic factors, such as the area’s role as a commuter hub or its proximity to Leeds’ urban core, which could influence patterns of interpersonal crime. Criminal damage and arson, the second most common category, surged to 12.7% of total crimes, 19% above the UK average—a trend that could be linked to seasonal events like Bonfire Night or increased property maintenance needs in colder months. Public order offences, also at 12.7%, were 32% above the UK average, driven by the pre-Christmas shopping season and the area’s role as a retail node within the Leeds region. These figures, when contextualised with November’s shortening daylight hours and the logistical pressures of Black Friday, suggest that the area’s crime profile is shaped by both geographic and seasonal influences. The relatively low rates of anti-social behaviour (71% below the UK average) and other theft (68% below) indicate that Otley’s community may be more cohesive or have stronger local policing initiatives.