Description Usage Format Source
Crime and socio-demographic data for the Clifton, Walnut Hills, Evanston, and Avondale neighborhoods in Cincinnati, OH for the last 6 months of 2008.
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A data frame with 89 rows and 457 variables
Census block
Census tract
5 digit code for the county (Hamilton County, Ohio). Not to be confused with zip code
Population on the block
Population on the block broken down by gender
Population on the block broken down by age
Median age on the block
Population aged 18 and over, 21 and over etc. Gender breakdowns included for 18-and-over and 65-and-over.
Number of people who marked a race on the survey
Population breakdown by race
Number of people who did not mark any race on the survey
Population breakdown by race
Population breakdown by Hispanic and Non-Hispanic
Non-Hispanic white population
Population living in households
Population living in group quarters instead of traditional households
Population broken down by institutional and non-institutional
Number of households
Number of family households
Number of non family households
Average household size
Average family size
Number of housing units
Number of housing units broken down by occupied and vacant
Occupied housing units broken down by owner or renter occupied
Average household size of owner and renter occupied housing units
Population density
Counts of burglary, assault, and theft
Crime dummy variables: ‘1’ if there is at least 1 incident, ‘0’ otherwise.
https://geodacenter.github.io/data-and-lab//walnut_hills/
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