Guiseley's crime rate in May 2023 stood at 6.5 per 1,000 residents, placing the area 18.8% below the UK average of 8.0. This comparative advantage is particularly evident in categories such as violence and sexual offences, which occurred at a rate of 2.7 per 1,000 (3% below the UK average) and anti-social behaviour, which was 32% below the national benchmark at 0.9 per 1,000. The most prevalent crime type was violence and sexual offences, accounting for 42.3% of all reported incidents, followed by anti-social behaviour (14.1%) and public order offences (11.3%). These figures align with the area's characteristics as a built-up suburb within Leeds, where community dynamics and local infrastructure may influence crime patterns. The seasonal context of May—marked by longer evenings and bank holidays—likely contributed to the increased socialising and outdoor activity that could explain the rise in public order incidents. However, the data also reveals notable disparities in specific categories, such as bicycle theft, which occurred at a rate of 0.6 per 1,000, 650% above the UK average. This anomaly may be tied to the area's cycling infrastructure or unsecured bike storage in local parks and residential zones. The relatively low rates of burglary (0.2 per 1,000) and shoplifting (0.1 per 1,000) contrast with the UK averages, suggesting that retail and residential security measures in Guiseley may be more effective than in other parts of the country. These findings highlight a combination of local initiatives, demographic factors, and seasonal influences that shape the area's crime profile.