In November 2024, Clay Cross—a built-up area within North East Derbyshire—experienced a crime rate of 6.1 per 1,000 residents, placing it 19.7% below the UK average of 7.6 per 1,000. For an individual resident, this translates to a 1-in-163 chance of encountering a crime over the course of the month, a figure that, while lower than the UK average, remains a tangible risk in a small, densely populated community. The most significant category was violence and sexual offences, which accounted for 63.8% of all reported crimes. This high proportion may be linked to local factors such as seasonal events like Bonfire Night or the heightened foot traffic associated with Black Friday shopping. The area also saw a 40% increase in criminal damage and arson compared to the UK average, suggesting vulnerabilities in property maintenance or community engagement. However, certain categories, such as vehicle crime and drugs, were significantly below the UK average by 77% and 62% respectively, possibly reflecting lower levels of commercial activity or effective local policing strategies. The seasonal context of November—marked by shorter days and increased indoor gatherings—may have influenced the types of crimes reported, with public order offences declining sharply by 66.7% from October. This contrast between rising violent crime and falling property-related offences indicates a shift in criminal activity patterns. The data highlights the need for targeted interventions, particularly in addressing the disproportionate rise in violence, while also acknowledging the relative success in curbing other categories. Residents should remain vigilant, especially during late-night hours and in areas with high foot traffic, as the per-capita risk remains higher than the national average.