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Electric Vehicle Registration Data
Data Science and Analytics
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About
This dataset provides detailed insights into the electric vehicle (EV) population, offering a snapshot of the rapidly evolving electric vehicle landscape. It encompasses a variety of attributes related to electric vehicles, including location, type, range, and manufacturing details. The data is particularly pertinent given the significant growth in electric vehicle sales, with Battery Electric Vehicle (BEV) sales increasing by over 50% year-over-year in Q2 2023. At that time, approximately one in ten cars sold globally was a pure battery electric vehicle, with China, the USA, and Germany leading the global BEV market. Notably, the USA experienced a nearly 57% year-over-year growth in BEV sales, marking the highest growth among the top three markets.
Columns
- VIN (1-10): Vehicle Identification Number, a unique code given to individual vehicles.
- County: The county where the electric vehicle is registered. Examples include King and Snohomish.
- City: The city where the electric vehicle is registered. Examples include Seattle and Bellevue.
- State: The state where the electric vehicle is registered, primarily Washington (WA).
- Postal Code: The postal code associated with the vehicle's registration location.
- Model Year: The manufacturing year of the vehicle model. Data ranges from 1997 to 2024.
- Make: The manufacturer of the electric vehicle, such as TESLA or NISSAN.
- Model: The specific model of the electric vehicle, like MODEL Y or MODEL 3.
- Electric Vehicle Type: Categorisation of the electric vehicle, distinguishing between Battery Electric Vehicle (BEV) and Plug-in Hybrid Electric Vehicle (PHEV).
- Clean Alternative Fuel Vehicle (CAFV) Eligibility: Status indicating whether the vehicle is eligible as a clean alternative fuel vehicle, with some records having eligibility unknown due to unresearched battery range.
- Electric Range: The estimated electric range of the vehicle on a full charge, measured in miles.
- Base MSRP: The Manufacturer's Suggested Retail Price for the vehicle.
- Legislative District: The legislative district corresponding to the vehicle's registration location.
- DOL Vehicle ID: A unique identification number assigned by the Department of Licensing.
- Vehicle Location: Geographic coordinates (latitude and longitude) indicating the vehicle's location.
- Electric Utility: The electric utility company serving the vehicle's location. Examples include PUGET SOUND ENERGY INC.
- 2020 Census Tract: The 2020 Census Tract identifier for the vehicle's location.
Distribution
The dataset is provided as a data file, typically in CSV format, and measures approximately 36.33 MB in size. It comprises 17 distinct columns and contains approximately 150,000 records or rows.
Usage
This dataset is ideal for various applications, including:
- Market Analysis: Understanding electric vehicle sales trends, adoption rates, and market penetration.
- Data Analytics and Visualisation: Performing exploratory data analysis to uncover patterns and insights into the EV population.
- Infrastructure Planning: Identifying areas with high EV density to inform the strategic placement of charging stations and related infrastructure.
- Policy Development: Supporting the formulation of policies related to sustainable transport, emissions reduction, and clean energy incentives.
- Environmental Studies: Assessing the environmental impact of EV adoption in specific regions.
Coverage
The dataset primarily focuses on electric vehicles within the United States, with a strong emphasis on Washington State (WA). Specific geographic details include various Counties (e.g., King, Snohomish), Cities (e.g., Seattle, Bellevue), and precise Vehicle Location coordinates, Legislative Districts, and 2020 Census Tracts.
The data covers Model Years ranging from 1997 to 2024. Information on BEV sales trends is noted for Q2 2023. The dataset is expected to be updated annually.
Demographic scope pertains to vehicle characteristics rather than individual demographics.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for a diverse range of users, including:
- Data Analysts and Scientists: For detailed research into electric vehicle trends and predictive modelling.
- Government Agencies and Urban Planners: To inform transport policy, infrastructure development, and urban planning initiatives.
- Automotive Industry Professionals: For market research, competitive analysis, and strategic planning in the EV sector.
- Environmental Researchers and NGOs: To study the impact of EV adoption on carbon emissions and energy consumption.
- Academics and Students: For educational purposes and research projects related to sustainable transport and data science.
Dataset Name Suggestions
- Electric Vehicle Population Data (USA)
- Global EV Trends & Local Population Snapshot
- Electric Vehicle Registration Data
- US Electric Vehicle Fleet Analysis
- Battery Electric Vehicle (BEV) Insights
Attributes
Original Data Source: Electric Vehicle Registration Data
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