East Ardsley’s crime profile in February 2024 reveals a marked dominance of violent crime, with 39 incidents (45.4% of total) compared to 30 property crimes. This imbalance contrasts with the UK average, where violence and sexual offences account for 2.5 per 1,000 (vs 2.8 per 1,000 in East Ardsley). The area’s crime rate of 6.1 per 1,000 is 14.1% below the UK average of 7.1 per 1,000, positioning it as one of the safer urban areas within Leeds. Seasonal factors likely play a role: February’s low outdoor activity and pre-spring lull may reduce opportunities for property crimes, while the presence of mixed-use residential and commercial zones could contribute to the higher proportion of violent incidents. Criminal damage and arson (10 cases) and burglary (6 cases) both exceed UK averages by 30% and 33% respectively, suggesting vulnerabilities in property security or community resilience. Conversely, anti-social behaviour and vehicle crime fall significantly below UK rates, reflecting effective local policing or community initiatives. The overall pattern illustrates a combination of urban dynamics, where proximity to amenities and population density shape crime trends, but targeted efforts appear to mitigate some risks.