Leeds' built-up area recorded a crime rate of 14.4 per 1,000 residents in July 2023, a figure 73.5% above the UK average of 8.3 per 1,000. This stark contrast underscores the city's position as a major urban centre with complex crime dynamics. The most prevalent offences were violence and sexual offences (39.4% of total crimes), followed by public order (9.9%) and shoplifting (8.2%). These patterns align with Leeds' character as a hub for nightlife, retail, and public events, which can contribute to higher rates of violent and disorder-related crimes. Seasonal factors likely influenced these figures, as July marks the peak of the summer season with schools closed, festivals, and increased tourism. The high proportion of violent crimes may be linked to the city's nightlife and public transport networks, which see heightened activity during this period. Meanwhile, shoplifting rates reflect the presence of large retail areas, though the 10% increase from June suggests ongoing challenges in managing theft in commercial zones. Public order offences, which are 126% above the UK average, may be connected to the city's busy streets and crowded venues during the summer months. These data points illustrate the interplay between Leeds' urban infrastructure, seasonal rhythms, and the persistent need for targeted policing strategies.