Swadlincote's crime profile in October 2023 reveals a mix of contrasting trends, with overall crime rates (7.0 per 1,000 residents) sitting 12.5% below the UK average of 8.0 per 1,000. The most prominent category was violence and sexual offences, which accounted for 43.8% of all reported crimes, a rate of 3.1 per 1,000—15% above the UK average. This category's prominence may be influenced by the area's character as a built-up town with a mix of residential and commercial zones, where public spaces and community interactions could contribute to such incidents. Public order offences also stood out, at 1.0 per 1,000—69% above the UK average, a figure that likely reflects the impact of Halloween-related activities and the transition into darker evenings. The seasonal context of October, with clocks going back and shorter daylight hours, may have influenced patterns of public order crime, as well as the timing of local events. Meanwhile, anti-social behaviour saw a 50% decrease from the previous month, linked to community initiatives or increased police presence during the Halloween period. The drop in theft from the person, though significant, could be attributed to heightened awareness or improved security measures in high-traffic areas. These trends highlight the importance of local factors in shaping crime dynamics, with seasonal transitions playing a role in both increasing and decreasing specific types of crime. The overall lower crime rate compared to the UK average suggests that Swadlincote may have effective community policing strategies or other interventions that contribute to its relative safety.