Analysis of electric vehicle market and adoption trends in Washington state using registration data.

This repository performs an extensive analysis of electric vehicle adoption in Washington state to identify market trends and growth opportunities. It sources a comprehensive dataset of over 130K EV registrations and analyzes make/model preferences, geographic penetration, price sensitivity, and other key attributes. Advanced visualizations are implemented to showcase insights. Timeseries modeling predicts future EV sales growth. A custom recommender system suggests EVs to consumers based on preferences. This project showcases skills in sourcing and cleaning data, exploratory data analysis, visualization, modeling, and developing end-to-end machine learning solutions. All analysis code is documented for reproducibility. Insights from this project can inform strategies to promote further EV adoption in the state.