The crime profile of Boston Spa in October 2024 reveals a distinct balance between violent and non-violent crime types, shaped by both local characteristics and seasonal factors. With a total crime rate of 4.9 per 1,000 residents—39.5% below the UK average—the area maintains a relatively low overall level of criminal activity. However, the composition of these crimes tells a different story: 66.7% of all incidents were violence and sexual offences, far exceeding the UK average of 20% for this category. This dominance of violent crime contrasts sharply with the near-absence of property-related offences, which accounted for just 3.3% of the total. The UK average for property crime is 3.3 per 1,000, but in Boston Spa, only one such incident occurred, highlighting a marked divergence from national trends. The seasonal context of October—marked by the clocks going back and the approach of Halloween—may have influenced this dynamic, with darker evenings potentially contributing to the rise in violent incidents. Anti-social behaviour, though a smaller proportion of total crimes (23.3%), saw a 250% month-on-month increase, suggesting a sharp spike in disorder-related incidents during this period. This pattern aligns with typical October trends in similar built-up areas, where seasonal transitions and holidays often correlate with heightened social interactions and associated risks. The area's low property crime rate, combined with its elevated violent crime figures, points to a unique local context that may be influenced by factors such as the presence of educational institutions, residential density, or the specific layout of the built-up area within Leeds. These findings underscore the importance of analysing crime mix rather than aggregate rates alone, as they reveal how different types of crime may be shaped by both demographic and environmental factors.