Michael Segaline Data Scientist and Media LION

be Relevant.

August 3, 2024

The article answers the following questions:

1. How many Electric Vehicles are in Washington State?

2. What are the top 20 EV Makes

3. What are the top 20 EV Models

4. What is the frequency of full battery vs. Plugin hybrids?

5. What are the top 20 cities with EVs.

6. What are the top 20 counties with EVs.

7. What legislative districts have the most EV population.

8. Explore EV population density with machine learning.

The data was sourced from data.gov via the Washington State Department of Licensing.

A link to the full dataset can be found here.

A link to the GitHub repository for the python code for reproducibility can be found here.

According to the data, there are currently 143,596 registered electric vehicles in Washington State.

The purpose of this study is to serve as a baseline for future analysis and bring knowledge to the consumer market.

Below is the result of a unsupervised machine learning model called KMeans cluster analysis. Notice the EV population density patterns discovered in the State of Washington. Almost looks like the US outline.

KMeans Cluster analysis as per Google Earth Pro 2024.

According to the outputs on both cluster analysis, the density population of EVs is on the west side of Washington State.

In closing, the EV populations are proportional with Washington States general population density.

Learn about the dangerous of Electric Vehicles in these blogs here:

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