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Neighborhood Crime Rates

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Submitted By burnsanna
Words 2544
Pages 11
What variables affect the difference in crime rates throughout the neighborhoods of a city?

By Anna Burns

Introduction:
This project is a focus on how variables such as population, ethnicity, and income affect crime rates throughout different neighborhoods throughout a city. I feel that this information finding this information could be useful to many people. For example if you are looking to buy a new home or even start a new business, you’ll probably want it located in a safe neighborhood. This study will help identify the signs of a safe neighborhood. Knowing why crime rates are higher in some areas may also help prevent the crime rate to rise in other neighborhoods. For example, if crime rates are higher in neighborhoods with a higher percent of vacant houses, a city might give incentives for home buyers to buy houses in those neighborhoods to fill those vacant houses.

Data and Variables:
Most of my data came from the 2010 census, so my sample is only from 2010. With only one year of data some results may be skewed. I tried getting data from other censuses but it was not easily retrievable and some parts of the data were missing. The different quantitative variables I am using separated by neighborhood are median household income, total population, ethnic makeup (divided into white, Hispanic/Latino, Black/African America, ect…) total crimes, and housing units (vacant, occupied). The categorical variables I am using are neighborhood, community (group of neighborhoods, direction (North, South, East, West), income level (above or below average), and crime rates (above or below average). The response variable will be the crime rate, and the explanatory will consist of my other quantitative and qualitative variables.

Environment: The population for this project is the 84 neighborhoods of Minneapolis divided into the 11 communities.

Model:
I will

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