Data Analysis Project with Python: Electric Vehicles Population

 Data Analysis of the Electric Vehicles Population with Python

                                               USA 2014-2023

Summary

Introduction

Project Task Statement

The Data

Data Exploration And Preprocessing

Data Analysis:

Electric Vehicles: 2014-2023

Battery Electric Vehicle (BEV)

Plug-in Hybrid Electric Vehicle (PHEV)

Analysis Report: Electric Vehicles Population( USA:2014-2023)

Introduction

Electric Vehicles: A Sustainable Transportation Solution

Electric vehicles (EVs) are becoming increasingly popular as a sustainable alternative to traditional gasoline-powered cars. They use electricity stored in rechargeable batteries to power an electric motor, which in turn drives the wheels. Unlike conventional vehicles, EVs produce zero tailpipe emissions, reducing air pollution and contributing to a cleaner environment. They also offer a quieter and smoother driving experience.

This project will deliver a comprehensive analysis of the electric vehicle market, from understanding its size and growth to delving into regional sales data, electric range distributions, and regulatory aspects. The refined questions aim to provide clear and actionable insights, enabling stakeholders to make informed decisions based on market trends, regional data, vehicle performance, and eligibility for incentives. This holistic approach will help in grasping the current landscape and future trajectory of the electric vehicle market.

Project Task Statement

1. Assess the Electric cars market size and it's growth , overall and by car type.What are the Top 5 Electric Vehicles maker?

2. what is the market size in each state, county and city, list the top five city by total electric vehicles number.

3. how the electric range is distributed by electric vehicle type ?

4.What's the average electric range by electric vehicle type and how it was evolved in the last ten years?, list the top ten models make.

5.Explore the Clean Alternative Fuel Vehicle (CAFV) Eligibility by electric vehicle type and by vehicle make.

click the link to see the full project:

https://colab.research.google.com/drive/1hgLMtzMeEaB3zyuF8IvHBV0308L94LT6?usp=sharing