# Use the following dataset 'Crime in Major Cites', to compare crime ...

## Question

Use the following dataset 'Crime in Major Cites', to compare crime rates in different cities for the years listed in the dataset. Do correlation analyze among various variables and identify variables that contribute the most to the overall rising crime rates for each period. Complete this exercise using both R (RStudio Notebook) as well as Python (Jupyter Notebook).

## Solution Preview

These solutions may offer step-by-step problem-solving explanations or good writing examples that include modern styles of formatting and construction of bibliographies out of text citations and references. Students may use these solutions for personal skill-building and practice. Unethical use is strictly forbidden.

Correlation Analysis for 2010 for:
All Violent: Murder, Rape, Robbery, Assault
cor.test(crime_2010\$All.Violent, crime_2010\$Murder)
##
## Pearson's product-moment correlation
##
## data: crime_2010\$All.Violent and crime_2010\$Murder
## t = 12.474, df = 354, p-value < 2.2e-16
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## 0.4759594 0.6208480
## sample estimates:
##       cor
## 0.5525645
From the above output we can see that the correlation of Murder with Total Crime Rate is 0.55 which means Murder is Moderately correlated with the Total Crime. The pvalue of the Pearsonâ€™s test is also less than 0.05 which means there is significant correlation.
cor.test(crime_2010\$All.Violent, crime_2010\$Rape)
##
## Pearson's product-moment correlation
##
## data: crime_2010\$All.Violent and crime_2010\$Rape
## t = 7.2482, df = 354, p-value = 2.67e-12
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## 0.2654643 0.4467357
## sample estimates:
##       cor
## 0.3594867...

By purchasing this solution you'll be able to access the following files:
Solution.zip.

# 50% discount

Hours
Minutes
Seconds
\$100.00 \$50.00
for this solution

PayPal, G Pay, ApplePay, Amazon Pay, and all major credit cards accepted.

### Find A Tutor

View available Statistics-R Programming Tutors

Get College Homework Help.

Are you sure you don't want to upload any files?

Fast tutor response requires as much info as possible.