The crime mix in Kippax during June 2025 reveals a combination of urban dynamics and seasonal influences. With a total crime rate of 5.1 per 1,000 residents — 37% below the UK average — the area's profile is shaped by a predominance of violent crimes and property-related incidents. Violence and sexual offences accounted for 51% of all recorded crimes, a share significantly higher than the UK average for this category. This concentration of violent crime may be attributed to Kippax's status as a built-up area within Leeds, where higher population density and public spaces can create conditions conducive to such incidents. Shoplifting, at 15.7% of all crimes, emerged as the second most common category, though this rate was 27% above the UK average. The disparity suggests that local retail environments may require additional security measures, particularly as summer tourism begins to influence foot traffic patterns. Public order offences and criminal damage followed closely, with both categories recording rates below the UK average. This contrast with shoplifting highlights the need for tailored approaches to crime prevention, balancing interventions for violent crime with targeted strategies for property-related offences. Seasonal factors also played a role, with the start of summer likely influencing both the frequency and nature of reported crimes. The extended daylight hours and increased outdoor activity during this period may have affected both offender opportunities and victim exposure, though the exact relationship remains subject to further analysis.