For every 1,000 residents in Boston Spa, just 2.3 crimes were reported in May 2024—a figure 72.6% below the UK average of 8.4 per 1,000. This translates to a daily risk of approximately zero crimes, with one reported incident occurring for roughly every 441 residents over the course of the month. The area’s crime profile is dominated by violent offences, which accounted for 57.1% of all recorded crimes. Violence and sexual offences, at 1.3 per 1,000, were 54% below the UK average for this category, suggesting a relatively safer environment for residents compared to the national picture. Property crimes, though fewer in number, remained a concern with 3 incidents reported, but this still represented only 21% of total crimes. The seasonal context of May—marked by bank holidays, longer evenings, and increased outdoor socialising—likely contributed to the prevalence of violence and sexual offences, as these factors may encourage social interactions in public spaces. However, the overall low crime rate indicates that residents face significantly lower risks than the UK average, with violent crime being underrepresented in the area’s crime picture. This could reflect a combination of community cohesion, effective local policing, or the area’s character as a relatively quiet built-up area within Leeds, where opportunities for crime may be limited by lower population density and fewer commercial hubs compared to larger urban centres.