Exploratory-Data-Analysis-on-Electric-Vehicle | Python
Rohit Poddar
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Posted Feb 21, 2024
Dynamic EV data visualizations: Model Year distribution, Range vs. MSRP scatter plot, Correlation Heatmap, Zip Code counts, and Year-wise Sales trends.
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The script performs the following data visualizations:
1. Distribution of Model Year
A histogram showing the distribution of EVs based on their Model Year.2. Electric Range vs. Base MSRP
A scatter plot comparing the Electric Range and Base MSRP of EVs.
3. Correlation Matrix Heatmap
A heatmap representing the correlation between different numerical features in the dataset.
4. Number of EV Vehicles by Zip Code
A choropleth-like map displaying the number of EV vehicles in different Zip Code areas in Washington state.
5. Year-wise Sales of EV Makes from the Last Decade
A racing bar plot showing the year-wise sales of different EV makes over the last decade.