Exploratory Data Analysis of Crime Data Assignment

Assignment Task

Question

Produce an exploratory data analysis report on the crime with the attached crime data.

Final work must be submitted as a Jupyter Notebook saved as PDF.

See detailed instructions below

• Download and read the attached data Data dictionary is also attached
• Clean and preprocess the data where needed
•  Visualise the distributions of the income sources and outline your observations in 2 to 3 sentences.

Explore the relationships between the following percentage income sources ('pctWWage', 'pctWFarmSelf', 'pctWInvInc' 'pctWSocSec', 'pctWPubAsst', 'pctWRetire') and various crime rates, outline your observation in 2 to 3 sentences under your figures or tables.

Test the statistical difference (T-Test) of percentage of households with public assistance income in ten most populated communities in Florida and California. Explain the p-values

This Data Analysis has been solved by our PhD Experts at My Uni Paper.