South Derbyshire's crime rate of 5.3 per 1,000 residents in April 2024 marked a 31.2% reduction compared to the UK average of 7.7 per 1,000. This performance, particularly notable given the Easter holiday period and spring weather, contrasts with the usual seasonal patterns seen in urban areas. The most prevalent crime category was violence and sexual offences, accounting for 44.6% of all recorded crimes, followed by anti-social behaviour (13.8%) and criminal damage and arson (9.1%). These figures suggest a combination of local demographics and environmental factors, with the area's relatively low overall crime rate aligning with its character as a mix of rural and semi-rural communities. While the violence rate was 10% below the UK average, the sharp increase in bicycle theft—jumping from 1 to 3 incidents—raises questions about seasonal activity patterns. This unexpected rise in a category typically associated with urban centres may reflect increased outdoor recreation during the spring, or a shift in criminal focus during the Easter period. The data also reveals a consistent trend in anti-social behaviour being 43% below the UK average, possibly linked to the area's lower population density and community policing efforts. These findings highlight the importance of contextual analysis when interpreting crime statistics, as local factors can significantly influence patterns that might appear anomalous at first glance.