In January 2024, Kippax—a built-up area within Leeds—maintained a crime rate of 2.9 per 1,000 residents, a figure that is 60.8% below the UK average of 7.4 per 1,000. This per-capita perspective translates to a tangible risk for residents: over the course of the month, one reported crime occurred for roughly every 348 individuals. The most prevalent crime types were violence and sexual offences (34.5% of total incidents), followed by anti-social behaviour (24.1%) and burglary (13.8%). These patterns align with the area's character as a densely populated urban suburb, where social interactions and commercial activity contribute to both crime types and opportunities for intervention. Seasonal factors, such as the post-holiday period and shorter daylight hours, likely play a role in shaping these statistics. For instance, the reduced retail footfall in January may have dampened opportunities for theft, while colder weather could have driven increases in anti-social behaviour. Despite the rise in certain categories, Kippax's overall crime profile remains significantly safer than the national average, a trend consistent with its integration into Leeds' broader infrastructure and policing strategies. The data also highlights the importance of localized efforts in addressing specific crime types, such as the targeted reduction in violence and sexual offences, which are 62% below the UK average. These findings suggest that while Kippax is not immune to crime, its unique urban context and community-focused approaches contribute to a lower-risk environment for residents.