Staveley (Chesterfield) reported a crime rate of 7.2 per 1,000 residents in January 2024, 2.7% below the UK average of 7.4. Despite this slight advantage, the area faces significant challenges in specific crime categories. Violence and sexual offences dominated the crime profile, accounting for 61.7% of all reported incidents—4.5 per 1,000 residents, 73% above the UK average for this category. This stark contrast highlights the urgent need for targeted interventions in areas where such crimes are concentrated. Anti-social behaviour, while lower than the UK average (9% below), still contributed 11.7% of total crimes, underscoring the persistent issue of disorder in public spaces. The seasonal context of January—post-holiday lull, reduced retail activity, and shorter daylight hours—may partly explain the pattern, as reduced foot traffic in commercial areas could shift criminal activity toward more isolated or vulnerable locations. However, the sharp rise in drug-related crimes, which now account for 4.3% of total incidents, introduces a new layer of concern. This increase could reflect broader trends in substance use or distribution, linked to the area’s proximity to major transport routes or local socioeconomic factors. The data suggests a combination of environmental and demographic factors, requiring careful analysis to inform effective policing strategies.