Crimes are fundamental social issues influencing personal satisfaction, financial development, and notoriety of a nation. Violations are one of the central points to influence essential choices in a person's life, like moving homes, avoiding dangerous neighborhoods, not going out at night. Violations influence and shape the picture of a network. Similarly, crimes influence the economy of a country by putting fiscal weight on government, requiring extra police officers, courts, and administration. Reducing crime has become challenging due to the rate at which they occur.
In this project, I am analysing the increasing crime rates in New York city and exploring the reasons behind it is the main inspiration. Performed analysis on large variety of dataset to investigate what factors are driving people to commit crimes & relationships that influence these cities to have a greater disposition to crime. Performed data pre-processing using scaled population column to ratio, correlation calculation, logistic Regression & used various regression models in R.