Violence and sexual offences dominated Clydach (Swansea)’s crime profile in October 2023, accounting for 48.5% of all reported incidents—a rate of 2.2 per 1,000 residents, 19% below the UK average. This category, which includes assault, sexual harassment, and domestic violence, remains the primary driver of crime in the area, likely influenced by the social dynamics of a built-up district within Swansea. The overall crime rate of 4.6 per 1,000 residents, 42.5% below the UK average, highlights Clydach’s relatively safe environment compared to national benchmarks. Anti-social behaviour and other theft followed as the second and third most common crime types, with the latter showing a striking 400% increase from September to October. While the exact reasons for this surge remain unclear, seasonal factors such as the transition to darker evenings and the timing of Halloween may have played a role. The area’s low crime rate is consistent with its character as a densely populated, possibly commuter-focused district, where local policing and community engagement may contribute to crime prevention. However, the rise in other theft—despite remaining below the UK average—suggests a need for targeted interventions, particularly in areas with high foot traffic or public amenities. The broader context of October, marked by shorter daylight hours and seasonal events, may have influenced both the frequency and nature of reported crimes, though these connections remain speculative without further data.