For every 1,000 residents in Boston Spa, 3.7 crimes were reported in May 2023—a rate 53.8% below the UK average of 8.0 per 1,000. This figure translates to a daily risk of approximately 1 crime for every 269 residents over the course of the month, highlighting the area’s relatively low exposure to crime compared to national trends. The most significant category was violence and sexual offences, which accounted for 60.9% of all crimes, followed by anti-social behaviour (13%) and criminal damage and arson (8.7%). These patterns may partly explain the seasonal context of May, when longer evenings and bank holidays could contribute to increased socialising and outdoor activity. While property crimes remained low, the dominance of violent offences suggests a focus on community safety measures in public spaces. The UK average for violence and sexual offences is 2.8 per 1,000, meaning Boston Spa’s rate of 2.3 per 1,000 is 17% lower, a contrast to the 186% above UK average for possession of weapons, which saw a 100% increase from zero to one incident. This anomaly underscores the need for targeted interventions in areas where such offences are rare but sudden spikes occur. The area’s built-up character within Leeds, combined with its smaller population, likely contributes to its distinct crime profile compared to larger urban centres.