What determines crime - prosperity or poverty?

The dataset presents six crime types, including fights and battery, drug crimes, thefts of property, apartment break-ins, car-related crimes and property damage reported for 94 districts in the city of Szczecin (Poland) in 2017.
Crime data is assisted with indicators of well-being (poverty and prosperity) represented by: (1) disposable income (PLN) per one person, (2) consumption expenses per one person, (3) share of green areas in percentage, (4) population assisted by the Municipal Family Assistance Center per 1,000 persons, (5) unemployment per 1,000 persons, (6) population density per sq km.