Stoke Poges, a built-up area within Buckinghamshire, maintains a crime rate of 5.4 per 1,000 residents in October 2024, placing it 33.3% below the UK average of 8.1 per 1,000. This consistent underperformance relative to national figures suggests a combination of local factors, including the area's relatively low population density and limited commercial activity compared to larger urban centres. The most prevalent crime types in October were violence and sexual offences (13 incidents, 43.3% of total crimes), followed by public order (3 incidents, 10.0%) and other theft (3 incidents, 10.0%). These patterns align with the seasonal context of October, where darker evenings and Halloween-related activities may contribute to increased incidents of violence and disorder. The area's crime profile shows a notable shift from property crimes to violent offences compared to previous months, though this remains consistent with broader trends in smaller built-up areas. While the UK average for violence and sexual offences stands at 2.7 per 1,000 (14% below Stoke Poges), the local rate for burglary is 52% above the national average, highlighting a specific vulnerability in residential security. This contrast may reflect the area's mix of older housing stock and limited surveillance infrastructure, factors that could be amplified during periods of reduced visibility. The overall crime picture illustrates a combination of local demographics, seasonal rhythms, and the built environment, all of which shape the area's unique crime dynamics.