Allerton Bywater's October 2023 crime rate of 7.1 per 1,000 residents places the area 11.3% below the UK average of 8.0 per 1,000. This figure, while showing a 9.6% increase from September's 6.5 per 1,000, remains a marked improvement against the national benchmark. The crime profile in October was dominated by violence and sexual offences, which accounted for 57.9% of all reported incidents—far exceeding their share in other categories. This dominance of violent crime may be partly explained by seasonal factors such as the darker evenings of October and the proximity of Halloween, which could contribute to increased public gatherings and associated risks. Public order offences also rose sharply, though their share of total crimes (8.8%) remained modest compared to the national average. Anti-social behaviour and criminal damage, by contrast, were both significantly below UK rates, suggesting that local initiatives or environmental factors may be mitigating these types of incidents. The area's crime profile appears to be shaped by its location within Leeds, where urban dynamics and community policing efforts likely play a role in shaping the balance between violent and property-related crimes. Seasonal transitions, such as the shift from autumn to winter, may further influence patterns in the coming months, particularly as darker evenings persist and holiday-related activities intensify.