Goole's crime profile in October 2023 revealed a combination of sustained challenges and pockets of improvement. The area's overall crime rate of 9.5 per 1,000 residents placed it 18.8% above the UK average, a figure that highlights the need for continued focus on local policing strategies. Violence and sexual offences dominated the crime profile, accounting for 38.3% of all incidents and 33% above the UK average. This concentration may be partly explained by the town's proximity to major transport routes and the seasonal dynamics of October, when darker evenings and Halloween events can heighten opportunities for such crimes. Public order offences, at 13.0% of total crimes, were 103% above the UK average—a stark contrast to anti-social behaviour, which was 22% below the national benchmark. This divergence suggests that while some categories are intensifying, others are showing signs of mitigation, possibly due to community initiatives or increased police engagement. The seasonal context of October, with its shorter daylight hours and transition into winter, likely contributed to the elevated rates of violent crime, though this correlation remains to be fully explored through further analysis.