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Washington Electric Vehicle Market Trends
Data Science and Analytics
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About
Explore the dynamic landscape of electric vehicles (EVs) in Washington State. This data provides insights into the rapid growth, demographics of EV owners, and the evolving infrastructure related to EV adoption in the Evergreen State. It allows for analysis of trends and future projections that are shaping the state's journey toward sustainable transportation.
Columns
- VIN (1-10): A unique identifier for each vehicle, consisting of the first 10 characters of the Vehicle Identification Number.
- County: The county in Washington State where the vehicle is registered.
- City: The city where the vehicle is registered.
- State: The state code, which is "WA" for Washington State.
- Postal Code: The postal code of the registration location.
- Model Year: The year the vehicle was manufactured.
- Make: The manufacturer or brand of the vehicle (e.g., TESLA, NISSAN).
- Model: The specific model name of the vehicle (e.g., MODEL Y).
- Electric Vehicle Type: The category of electric vehicle, such as Battery Electric Vehicle (BEV) or Plug-in Hybrid Electric Vehicle (PHEV).
- Clean Alternative Fuel Vehicle (CAFV) Eligibility: Indicates if the vehicle is eligible for Clean Alternative Fuel Vehicle incentives.
- Electric Range: The vehicle's electric range.
- Base MSRP: The Manufacturer's Suggested Retail Price of the vehicle.
- Legislative District: The legislative district associated with the vehicle's registration.
- DOL Vehicle ID: A unique ID assigned to each vehicle by the Department of Licensing.
- Vehicle Location: The geographic coordinates (latitude and longitude) of the vehicle's registration.
- Electric Utility: The electric utility company associated with the vehicle's registration address.
- 2020 Census Tract: The 2020 census tract for the vehicle's registration address.
Distribution
- Format: CSV
- File Size: 36.33 MB
- Structure: The dataset contains 17 columns and approximately 150,000 records.
Usage
This data is ideal for analysing EV adoption rates across different regions of Washington State. It can be used to understand market trends, such as the most popular makes and models. Researchers can study the correlation between EV ownership and demographic data from census tracts. Additionally, it supports analysis of the impact of government incentives and the development of charging infrastructure.
Coverage
- Geographic: The data covers various counties, cities, and legislative districts within Washington State.
- Time Range: The dataset includes vehicles with model years ranging from 1997 to 2024.
- Data Availability: There are a small number of missing values in columns such as County, City, Postal Code, Legislative District, Vehicle Location, Electric Utility, and 2020 Census Tract.
License
CC0: Public Domain
Who Can Use It
- Urban Planners: For infrastructure planning, such as locating new charging stations.
- Policy Makers: To assess the effectiveness of environmental policies and incentives.
- Market Researchers: To analyse consumer preferences and market share for different EV manufacturers.
- Data Scientists: For building predictive models on EV adoption trends.
- Environmental Analysts: To study the environmental impact of the shift to sustainable transportation.
Dataset Name Suggestions
- Washington State Electric Vehicle Population
- EV Registration Data for Washington State
- Washington Electric Vehicle Market Trends
- Sustainable Transportation in Washington: An EV Dataset
Attributes
Original Data Source: Washington Electric Vehicle Market Trends
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