Horbury's crime rate in April 2023 stood at 6.5 per 1,000 residents, marking a 13.3% deficit relative to the UK average of 7.5 per 1,000. This figure positions the area as one of the safer built-up zones within Wakefield. Violence and sexual offences dominated the crime profile, accounting for 48.3% of all reported incidents (29 cases), a rate of 3.1 per 1,000 — 19% above the national average for this category. This spike in violent crime contrasts with lower-than-average rates for anti-social behaviour (58% below UK norms) and other theft (46% below), suggesting a combination of local demographics and environmental factors. The seasonal context of April — characterised by Easter activities, spring weather, and increased outdoor engagement — may partly explain the elevated public order offences (13.3% of total crimes, 41% above UK averages). While the overall rate remains encouraging, the concentration of violent crime in a small number of incidents warrants attention, particularly given the absence of significant spikes in property crimes (15 total, 1.6% of the population). The area's compact built-up nature and proximity to Wakefield's urban core likely contribute to these patterns, with local hotspots potentially influenced by transient populations or seasonal events. This data underscores the need for targeted interventions without overgeneralising the area's safety profile.