January 2024 marked a continuation of Cardiff's elevated crime profile, with an overall rate of 9.5 per 1,000 residents—28.4% above the UK average. The most prevalent crime types were violence and sexual offences (30.7% of total), shoplifting (14.4%), and anti-social behaviour (11.6%). This pattern reflects the city's role as a major urban hub with a mix of retail, nightlife, and public spaces that generate both high volumes of activity and associated risks. The seasonal context of January—shorter days, post-holiday retail dynamics, and reduced outdoor activity—likely influenced the distribution of crimes. Violence and sexual offences, while remaining 12% above the UK average, may be partly explained by the concentration of young adults in the city's central areas during evenings. Shoplifting's sharp rise could indicate targeted thefts in under-staffed stores following the Christmas period. Anti-social behaviour's elevated rate (11% above UK average) may stem from the city's dense population and the challenges of managing public spaces during colder months. The data also shows that burglary, though up by 12%, remains below the UK average, a contrast that could be attributed to Cardiff's higher levels of commercial security and police presence in key areas. These patterns underscore the need for tailored interventions that address both the specific vulnerabilities of urban spaces and the seasonal rhythms that shape criminal activity.