katreparitosh/multi-dimentional-data-analytics-of-road-accidents-in-india

Multi-dimensional Analytics Project on Road Accidents of India.

Road Accidents In India

A statistical data analysis project on Road Accidents of India over a period of 5-7 years using various Python Libraries. The project is performed using Jupyter Notebook and Tableau.

Process :

I am analysing various datasets regarding Road Accidents of India gathered from Open Government Data Platform.

Python Libraries Used :

• Pandas
• Numpy
• Seaborn
• Matplotlib

Analysis :

• Jupyter Notebook

1. Analysing accidents PER LAKH population of the state.
2. Analysis of accidents according to the GENDER of OFFENDER and the VICTIM.
3. Understanding the occurence of accidents because of improper, ignorant use of VEHICLE SAFETY ACCESSORIES like helmets, seat belts.
4. Analysing road accidents based upon the NUMBER OF LANES of a road.
5. Understanding the CAUSE AND REASONS behind the accidents, injuries and deaths of people.
6. Analysis of accidents according to the TYPE OF VEHICLE.

• Tableau

1. Analysis of accidents based upon the TIME OF OCCURENCE.
2. Analysis of accidents as per the LOCATION of accident.

Sample Plots :

• Overall accidents till 2016.

• Accidents according to the TIME OF OCCURENCE.

• Count of accidents plotted over a MAP using Tableau.

• Total number of Accidents, Injuries, Deaths over 1 Lakh population of respective states.