For a population of 6,180 residents, Boston Spa recorded 37 crimes in June 2023, a rate of 6.0 per 1,000 people—29.4% below the UK average of 8.5 per 1,000. This relatively low overall rate masks a nuanced picture, with violence and sexual offences accounting for 29.7% of incidents (11 cases), followed by ‘other crime’ (18.9%) and criminal damage and arson (16.2%). The area’s crime profile is shaped by its built-up character within Leeds, where seasonal factors like the start of summer may influence activity patterns. June, with its longer days and the onset of tourism in surrounding rural areas, could contribute to shifts in crime dynamics. For instance, the UK average for violence and sexual offences is 2.9 per 1,000, but Boston Spa’s rate of 1.8 per 1,000 is 38% below, suggesting a generally safer environment in this category. Conversely, ‘other crime’ is 633% above the UK average (0.1 per 1,000), a stark outlier that may reflect unclassified incidents or localized pressures. The area’s low overall crime rate, combined with these specific anomalies, indicates a need for targeted analysis of emerging categories like ‘other crime’ and burglary, both of which saw significant month-on-month increases. These patterns, while not yet fully explained, align with the broader context of a mid-sized urban area where community engagement and local infrastructure play a key role in shaping crime trends.