Castleford's crime profile in September 2023 reveals a combination of seasonal factors and persistent local challenges. With a crime rate of 12.4 per 1,000 residents—55% above the UK average—the built-up area within Wakefield continues to face pressures that outpace national trends. The most prevalent crime type, violence and sexual offences (41.8% of all crimes), is 90% above the UK average, suggesting a combination of social dynamics and environmental factors that may be amplified during the transition to autumn. Anti-social behaviour (10%) and shoplifting (9.8%) also contribute significantly to the local crime profile, with the latter being 114% above the national benchmark. This elevated rate of retail-related crime may be linked to Castleford's commercial centres and the influx of students returning to university in September, which can increase foot traffic and opportunities for theft. The seasonal context—back-to-school periods and the draw of university freshers—likely contributes to higher levels of public order offences and anti-social behaviour, particularly as evenings grow darker earlier in the month. These patterns highlight the need for targeted interventions that address both immediate criminal activity and the underlying factors that sustain it.