For every 1,000 residents in Swindon during April 2023, 6.7 crimes were reported, placing the area 10.7% below the UK average of 7.5 per 1,000. This rate translates to a daily risk of approximately 54 crimes per day, with one in every 150 residents experiencing a reported incident over the course of the month. The most prevalent crime type was violence and sexual offences, accounting for 35.3% of all reports, followed by anti-social behaviour (20.9%) and shoplifting (8.9%). These figures align with Swindon's character as a mid-sized town with a mix of urban and suburban areas, where public spaces and retail hubs may contribute to higher rates of anti-social behaviour and property crimes. Seasonal factors, such as the Easter period and spring weather, likely influenced patterns, with increased outdoor activity potentially correlating with rises in criminal damage and arson. Conversely, the decline in bicycle theft and theft from the person may reflect reduced commuting or leisure cycling during the holiday. While the overall rate remains stable, the balance between violent and property crimes suggests that targeted interventions—such as community policing in high-traffic areas—could further reduce specific categories like anti-social behaviour, which is 19% above the UK average. The lower-than-average rate of burglary (33% below UK norms) may indicate effective home security measures or lower vulnerability in residential areas, though this requires further analysis to confirm.