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EV Population Map

Washington State

Filter: All records
Model Year: 1999-2027
50 km30 mi
EVs are highly concentrated around the Seattle metropolitan area.

Vehicles by County

100,000+
25,000 to 100,000
5,000 to 25,000
1,000 to 5,000
Less than 1,000

Tesla Leads Washington EV Makes

Top 10 makes

Tesla leads the dataset with 118,575 vehicles, and Model Y is the most common model.

Top Models

City Ranking

Cross-Framework Vehicle Type Share

Parallel framework check

Parallel Framework Validation

Validation Evidence

Washington State Electric Vehicle Population Data

A static analytics dashboard for a big-data coursework project on EV ownership, model structure, geography, and processing-result validation.

287,763records
16fields
1999-2027model years

The dashboard uses precomputed project result files and bundled local data. The Validation page distinguishes batch outputs from simulated stream windows.

Data Source

DatasetWashington State Electric Vehicle Population Data

ProviderWashington State Department of Licensing via data.wa.gov

CoverageCurrently registered BEV and PHEV records throughout Washington State.

Open data.wa.gov source

Data Fields

CountyCityPostal CodeModel YearMakeModelVehicle TypeCAFV EligibilityElectric RangeUtilityLocationCensus Tract

Note: 1999-2027 is a model-year range, not a registration-date range.

Technology Route

CSVHDFSSpark / MapReduce / Simulated FlinkResult FilesWeb Dashboard

The Validation page records framework outputs, HDFS paths, and result evidence for report discussion.

Team Roles

Project Leadership, Visualisation & FrontendPortfolio author
Data Processing & EngineeringTeam contribution
Framework Comparison & Result ValidationTeam contribution

Academic Disclaimer

This dashboard is created for academic coursework and analytical demonstration. It is not an official transportation, legal, regulatory, or policy reference.

The data cutoff reflects the submitted project dataset and processed outputs used during final project preparation.