For a population of 130,451 residents, the 833 crimes recorded in November 2023 translate to a crime rate of 6.4 per 1,000 people—14.7% below the UK average of 7.5 per 1,000. This rate, while lower than the national benchmark, reflects a mix of crime types shaped by seasonal factors and local dynamics. Violence and sexual offences accounted for 40% of all crimes, the highest proportion in the area, with 333 incidents reported. This category aligned precisely with the UK average of 2.6 per 1,000, suggesting a balance between local challenges and national trends. Anti-social behaviour followed at 16.5%, with 137 incidents, slightly above the UK average of 1.1 per 1,000. The rise in anti-social behaviour may be linked to the darker evenings of November, which can increase tensions in public spaces and reduce visibility for potential offenders. Criminal damage and arson accounted for 9.1% of crimes, with 76 incidents, again matching the UK average of 0.6 per 1,000. This consistency with national figures suggests that Amber Valley's approach to managing property-related crimes is in line with broader strategies across the UK. The seasonal context of November—marked by Bonfire Night, Black Friday shopping, and reduced daylight hours—likely influenced these patterns, as these events can drive spikes in certain types of crime. For example, the increase in shoplifting by 26.9% (from 52 to 66 incidents) may be directly tied to the Black Friday shopping period, a time when retail areas see heightened foot traffic and potential opportunities for theft. Conversely, the sharp decline in bicycle theft (from 3 to 1 incident) and other theft (from 19 to 10 incidents) suggests that local measures such as increased patrols or improved security in retail zones may have contributed to this reduction. These fluctuations underscore the importance of adaptive policing strategies that can respond to both the predictable rhythms of the year and the unique characteristics of Amber Valley. As a local authority with a mix of urban and rural areas, the district's crime profile reflects a combination of factors, including the presence of retail centres, community engagement initiatives, and the impact of seasonal events on public behaviour. The data for November 2023 illustrates both the challenges and the opportunities for maintaining a low crime rate in a region that is actively managing its security landscape.