Data from a 1970's study on the relationship between insurance redlining in Chicago and racial composition, fire and theft rates, age of housing and income in 47 zip codes. Missing values have been randomly added.
This dataframe contains the following columns
racial composition in percent minority
fires per 100 housing units
theft per 1000 population
percent of housing units built before 1939
new FAIR plan policies and renewals per 100 housing units
median family income in thousands of dollars
North or South side of Chicago