Derby's February 2023 crime rate of 9.9 per 1,000 residents marked a stark divergence from the UK average of 6.9, with the local area recording 43.5% more crimes than the national average. This figure underscores a combination of local factors, though the data reveals an unexpected anomaly: shoplifting incidents in Derby were 9% below the UK average, a contrast to the typically high rates seen in urban centres. The breakdown of crime types highlights a troubling pattern, with violence and sexual offences accounting for 38.7% of all recorded crimes—over 54% above the UK average for this category. Anti-social behaviour followed closely at 14.8%, and public order offences were 75% above the national average. These figures align with Derby's status as a major urban centre with a mix of industrial, retail, and residential zones, where high foot traffic and social interactions may contribute to elevated levels of disorder. Seasonal context also plays a role: February, a winter month with low outdoor activity, saw a pre-spring lull in some crime types, though the persistent rise in violent crimes suggests deeper-rooted issues. The data may partly explain the disproportionate focus on violent crime, which consistently outpaces property crime by nearly 3:1 in this period. While the seasonal dip in outdoor activity might reduce opportunities for vehicle crime or burglary, the local context of Derby's urban infrastructure—particularly its retail corridors and public transport networks—likely sustains higher rates of anti-social behaviour and public order offences. This pattern raises questions about the effectiveness of local policing strategies in addressing community-specific challenges, though the data alone cannot confirm causal links.