namratapoojary/Analysis-and-Prediction-of-Crime-Against-Women

The main purpose of this project is to analyze the crimes occurring district wise and predict the further crime trends using the past twelve years of crime records. The data is released by the National Crime Records Bureau (NCRB) and is made available on the Open Government Data Platform India (OGD) . This data can be used to gain various insights about the different crime trends occurring in the country. The types of crimes in the dataset are molestation, rapes, dowry, exploitation, kidnapping, cruelty by relatives etc. K-means clustering data mining approach will be done to obtain crime trends and linear regression will be done to predict crime rates.

Jupyter Notebook