The most unexpected shift in April 2023 was a 41.2% increase in possession of weapons, rising from 17 to 24 incidents. This jump contrasts with broader trends showing overall crime in Buckinghamshire at 5.1 per 1,000 residents — 32% below the UK average of 7.5. Violence and sexual offences dominated the crime profile, accounting for 37.1% of all incidents, with a rate of 1.9 per 1,000 (27% below the UK average). Vehicle crime followed at 10.5% of total crimes, matching the UK average of 0.5 per 1,000. Anti-social behaviour (10.0%) and public order offences (8.8%) also featured prominently, both significantly below UK rates. April’s Easter holidays and spring weather likely contributed to higher outdoor activity, which may partly explain the persistence of violence and anti-social behaviour. However, the sharp rise in weapons possession remains unexplained by seasonal factors alone, suggesting a need for further local analysis. The area’s mix of urban and rural settings — with Milton Keynes’ commuter hubs and Aylesbury’s retail centres — typically drives vehicle crime and shoplifting, yet both categories saw declines this month. These patterns highlight the combination of fixed geographic factors and transient events.