East Ardsley’s crime rate in November 2023 reached 8.5 per 1,000 residents, placing it 13.3% above the UK average of 7.5 per 1,000. This figure reflects a combination of local dynamics and seasonal factors, with the month’s darker evenings and holiday shopping events potentially influencing patterns. Violence and sexual offences accounted for 43% of all recorded crimes, a category that saw a rate of 3.7 per 1,000 — 43% above the UK average. This elevated level is consistent with the area’s role as a built-up district within Leeds, where higher foot traffic and proximity to nightlife venues may contribute to increased incidents of violent crime. Burglary, at 0.8 per 1,000, was 135% above the UK average, underscoring persistent vulnerabilities in property crime prevention. Public order offences, though down by 50% from October, remained 51% above the UK average, pointing to ongoing challenges in managing community tensions. The month also saw a marked increase in 'other crime' incidents, which rose by 100% from three to six cases. This unexpected surge, while statistically significant, remains an outlier given the low base numbers. Seasonal factors such as Bonfire Night and Black Friday may have played a role in shaping these patterns. The area’s crime profile highlights the need for targeted interventions in violent crime prevention and property security measures, while also demonstrating the value of monitoring seasonal trends to anticipate shifts in criminal activity.