Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/smohanta23/ev-trendanalytics-24

This Tableau project analyzes EV adoption trends using data up to May 2024. Visualizations cover growth, geography, market share, CAFV eligibility, and consumer preferences, supporting data-driven decisions with detailed drill-downs. Data is meticulously cleaned, offering stakeholders valuable insights into EV market dynamics and trends for future.
https://github.com/smohanta23/ev-trendanalytics-24

business-intelligence data-analysis data-engineering electric-vehicles feature-engineering kpianalysis predictive-analytics tableau trendanalysis

Last synced: 2 days ago
JSON representation

This Tableau project analyzes EV adoption trends using data up to May 2024. Visualizations cover growth, geography, market share, CAFV eligibility, and consumer preferences, supporting data-driven decisions with detailed drill-downs. Data is meticulously cleaned, offering stakeholders valuable insights into EV market dynamics and trends for future.

Awesome Lists containing this project

README 

        
# EV Trend Data Analytics



![EV Trend Data Analytics Dashboard](https://github.com/Smohanta23/EV-TrendAnalytics-24/blob/master/dashboard.png)



This Tableau project provides a comprehensive analysis of the Electric Vehicle (EV) market, leveraging a real-world dataset updated until May 2024. The data includes sensitive and accurate entries which have undergone thorough cleaning and feature engineering processes to ensure reliability and relevance. 



## Key Performance Indicators (KPIs) Requirements:

1. **Total Vehicles:**

   - Objective: To understand the overall landscape of electric vehicles, including both Battery Electric Vehicles (BEVs) and Plug-in Hybrid Electric Vehicles (PHEVs), for assessing market size and growth.

2. **Average Electric Range:**

   - Objective: To determine the average electric range of the EVs in the dataset, providing insights into technological advancements and efficiency.

3. **Total BEV Vehicles and % of Total BEV Vehicles:**

   - Objective: To identify and analyze the total number of BEVs, and calculate their percentage relative to the total number of electric vehicles, highlighting the dominance of fully electric models.

4. **Total PHEV Vehicles and % of Total PHEV Vehicles:**

   - Objective: To identify and analyze the total number of PHEVs, and calculate their percentage relative to the total number of electric vehicles, offering insights into the market share of plug-in hybrid models.



## Features:

- **Total Vehicles by Model Year:** Displays the growth trend of EVs from 2011 to 2024.

- **Top 10 Vehicles by Make:** Highlights the most popular EV manufacturers, with Tesla leading the market.

- **Total Vehicles by State:** Provides a geographical distribution of EVs across the United States.

- **EV Type and Model Filters:** Allows users to filter data based on specific EV types and models.

- **CAFV Eligibility:** Shows the distribution of vehicles by their Clean Air Vehicle (CAV) eligibility status.



## Data Insights:

- **Total Vehicles:** 1,86,808

- **Average Electric Range:** 56.67 miles

- **Total BEV Vehicles:** 1,46,232 (78.28% of total EVs)

- **Total PHEV Vehicles:** 40,576 (21.72% of total EVs)



## Charts and Visuals:

- **Line Chart:** Demonstrates the total number of vehicles by model year.

- **Bar Chart:** Represents the top 10 vehicles by make.

- **Map:** Illustrates the total vehicles by state.

- **Pie Chart:** Visualizes the distribution of vehicles by CAFV eligibility.

- **Table:** Lists the total vehicles by model, including make, EV type, and percentage of total vehicles.



This project aims to deliver valuable insights into the EV market, facilitating data-driven decision-making for stakeholders. 



### Contact:

For more details or queries, please reach out to Smohanta23(mailto:[email protected]).