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EV Vehicle Dashboard

  • The dashboard provides a comprehensive overview of electric vehicle (EV) data, including Battery Electric Vehicles (BEV) and Plug-in Hybrid Electric Vehicles (PHEV). It highlights key metrics such as the average electric range, total vehicle counts, and breakdowns by model year, state, top vehicle models, Clean Air Vehicle (CAFV) eligibility, and specific vehicle models. The data indicates a strong prevalence of BEVs over PHEVs and identifies Tesla as the leading manufacturer in terms of total vehicles. California appears to be the state with the highest adoption of EVs.

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                                            Insights from the Dashboard Graphs 

  • Total BEV and PHEV Vehicles:

    • There are a total of 116,745 Battery Electric Vehicles (BEV).

    • There are a total of 33,668 Plug-in Hybrid Electric Vehicles (PHEV).

    • BEVs represent 77.6% of the total electric vehicle fleet.

    • PHEVs represent 22.4% of the total electric vehicle fleet.
       

  • Average Electric Range:

    • The average electric range for all vehicles in the dataset is 67.83 miles.
       

  • Total Vehicles:

    • The total number of electric vehicles analyzed in the dataset is 150,413.
       

  • Total Vehicle by Model Year (Line Graph):

    • This graph shows the trend of the total number of vehicles registered over different model years.

    • The number of electric vehicles appears to have generally increased over the years.

    • There seems to be a significant increase in the number of vehicles in more recent model years, peaking around 2024/2025.

    • The average number of vehicles per model year is approximately 10.7K.
       

  • Total Vehicle By States (Map):

    • This map visualizes the geographical distribution of electric vehicles across different states.

    • California (CA) shows the highest concentration of electric vehicles, indicated by the largest value (92.0).

    • Other states have varying levels of EV adoption, with some showing significantly lower numbers (e.g., 1.0, 2.0, 3.0).
       

  • Top 10 Vehicles (Bar Chart):

    • This chart displays the top 10 most frequent electric vehicle models based on their count.

    • TESLA is the leading manufacturer with 68,939 vehicles, accounting for 52.70% of the top 10.

    • NISSAN is the second most frequent with 13,497 vehicles (10.32%).

    • CHEVROLET ranks third with 12,024 vehicles (9.19%).

    • Other top models include FORD, BMW, KIA, TOYOTA, VOLKSWAGEN, VOLVO, and JEEP.
       

  • Total Vehicle By CAFV Eligibility (Pie Chart):

    • This chart illustrates the distribution of vehicles based on their Clean Air Vehicle (CAFV) eligibility.

    • The largest segment is CAFV Eligible with 69,697 vehicles (46.34%).

    • The second largest segment is CAFV Unknown with 62,887 vehicles (41.81%).

    • The smallest segment is CAFV Not Eligible with 17,829 vehicles (11.85%).
       

  • Total Vehicle By Model (Table):

    • This table provides a detailed breakdown of the total number of vehicles for specific models, along with their make and EV type.

    • The MODEL 3 by Tesla (identified as REV, likely Rear-Wheel Drive EV) has the highest number of vehicles at 27,708, representing 18.42% of the total.

    • The MODEL Y by Tesla (BEV) is the second most frequent with 20,501 vehicles (13.63%).

    • The LEAF by Nissan (BEV) is third with 13,197 vehicles (8.77%).

    • The table includes a variety of BEV and PHEV models from different manufacturers in the top rankings.

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