October 2023 saw Rothwell (Leeds) maintain a crime rate of 9.4 per 1,000 residents, placing it 17.5% above the UK average of 8.0. This built-up area within Leeds, characterised by its proximity to the city centre and a mix of residential and commercial zones, experiences crime patterns influenced by both urban density and seasonal factors. Violence and sexual offences accounted for 39.3% of all reported crimes, followed by anti-social behaviour (15.9%) and public order issues (11.4%). These figures align with the area’s profile as a densely populated suburb where social interactions and nightlife activity contribute to higher rates of violent and disorderly incidents. The month of October, with its shorter daylight hours and Halloween festivities, likely amplifies anti-social behaviour and public order challenges, as seen in the 86% increase in public order crimes compared to the UK average. Despite this, property crimes such as burglary and vehicle crime remained relatively low, with burglary at 0.3 per 1,000 (12% below the UK average) and vehicle crime at 0.4 per 1,000 (23% below the UK average). This suggests that while violent and disorderly crimes dominate, the area’s infrastructure—such as secure housing and limited retail corridors—may mitigate property-related incidents. The seasonal context of October, with clocks going back and darker evenings, may also play a role in the elevated rates of public order offences, as reduced visibility and increased alcohol consumption during Halloween events could contribute to disturbances.