Crime Prediction Model using Artificial Neural Network

Abstract

One of the biggest and most prevalent issues in our society, crime prevention is a necessary endeavor. Numerous crimes are committed daily in large numbers. This calls for recording all crimes and compiling them into a database that may be accessed later. The current problem faced are maintaining of proper dataset of crime and analyzing this data to help in predicting and solving crimes in future. The objective of this project is to analyze dataset which consist of numerous crimes and predicting the type of crime which may happen in future depending upon various conditions. In this project, we will be using the technique of machine learning and data science for crime prediction of city of Vancouver, Canada crime data set. The city of Vancouver's official open data portal is where the crime statistics were taken from. Later the dataset is analyzed and pre-processed. All of the results arrived during the analyses of the dataset are shared in this report.