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Criminal Minds
Analysis of Hate Crimes in U.S.

This is a group project for DGT HUM 101, Fall 2021.

In this project, we use data visualization of hate crime data from Kaggle to try analyze U.S. hate crime by answering 5 research questions.

Research Questions

1

How does a state’s unemployment rates compare with their overall hate crime rates?

2

How does average socioeconomic status of a community affect community hate crime rates?

3

Which groups of people are more likely to contribute to this data set? Is there any possible silence in the data and what might be the cause?

4

How does community support & resources affect an area’s total number of hate crimes?

5

What are some community factors that might make hate crimes more prevalent in Metropolitan Cities?

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