For a population of 5,069, Calverley recorded 29 crimes in December 2023, translating to a crime rate of 5.7 per 1,000 residents. This figure. increase from the previous month, remains 20.8% below the UK average of 7.2 per 1,000. The most prevalent crime type was violence and sexual offences, accounting for 48.3% of all incidents (14 cases), followed by anti-social behaviour (24.1%, 7 cases) and public order offences (10.3%, 3 cases). This distribution suggests a pronounced focus on interpersonal and community-level issues, with violent crimes dominating the local crime picture. Seasonal factors such as the Christmas shopping peak, extended party season, and longer dark evenings may have contributed to these patterns, creating conditions conducive to both interpersonal conflicts and public order disturbances. The relatively low rates of property crimes—only three incidents overall—contrast with the higher proportion of violent and anti-social offences, a trend consistent with areas where community interactions are frequent and social spaces are heavily used. Vehicle crime (0.4 per 1,000) was 11% below the UK average, while burglary (0.2 per 1,000) was 43% below, potentially reflecting reduced home occupancy and fewer opportunities for such crimes during the holiday season. These figures highlight a combination of local demographics, seasonal activity, and crime prevention measures. The area’s position as a built-up part of Leeds, with its mix of residential and commercial zones, likely influences the crime profile, as does the proximity to larger urban centres that may draw both residents and visitors during the festive period. This combination of factors may explain the surge in violent and public order offences while keeping property-related crimes at a relatively low level.