Analytics_of_crimes_in_India

Detailed data analysis followed by predictive analytics of crimes in india over a period of 2001-2013.

Broad categories include:

• 01_District_wise_crimes_committed_IPC
• 02_01_District_wise_crimes_committed_against_SC
• 02_District_wise_crimes_committed_against_ST
• 03_District_wise_crimes_committed_against_children
• 42_District_wise_crimes_committed_against_women

Steps: ( After Data Cleaning and Preprocessing )

• Exploratory Data Analysis
• Predictive Analytics
  • KNN (2,3,5)
  • ID3 Regression (Decision tree regressor)
  • Random Forest Regressor
• Performance comparision between Predictive analytics algorithms.

Acknowledgements:

National Crime Records Bureau (NCRB), Govt of India has published this dataset on their website and also has shared on Open Govt Data Platform India portal under Govt. Open Data License - India.