Thoughts - Ambarish

25 Sep 2017

Crime in Los Angeles

We investigate the Crime in LA. We do Exploratory Data analysis on various topics such as the Month of Crime ,Day of Crime,Time of Crime. We also explore how the Crimes are related to the Sex and Age of the Victims, Crime Types, Crime Types of persons aged 70 and above. We explore on the Crimes at different Premises,Types of Crimes at different Premises,victim Descent Analysis and an analysis of Weapons used in Crime.

We explore the various Maps where the Crime has occurred.

We do Time series forecasting for certain commonly occurring crime type Simple Assault using different Time Series forecasting techniques such as Arima, ETS and Prophet.

The Crime in Los Angeles has a detailed analysis of the same.

A book on this report can be found in Little Book on Data Visualizations and Time Forecasts.

The original dataset has been hosted in Kaggle.