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Electric Vehicle Specs 2025
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About
This dataset provides a detailed collection of specifications and performance metrics for modern electric vehicles (EVs). It includes specs for over 470 electric cars, covering details such as battery, range, charging, size, and performance. The dataset is designed to support researchers, analysts, students, and developers working on data science, machine learning, automotive market research, sustainability studies, or electric vehicle adoption analysis.
Columns
The dataset contains a rich set of attributes for each electric vehicle model:
- brand: Manufacturer of the EV.
- model: Specific nameplate of the EV.
- car_body_type: Classification of the vehicle (e.g., hatchback, SUV, sedan).
- segment: Vehicle segment (e.g., compact, midsize, executive).
- battery_capacity_kWh: The gross energy capacity of the battery in kilowatt-hours.
- number_of_cells: Technical battery information regarding the number of cells, where available.
- efficiency_wh_per_km: Power consumption rate of the vehicle in watt-hours per kilometre.
- range_km: Estimated driving range on a full charge in kilometres.
- fast_charging_power_kw_dc: Maximum supported DC fast-charging power in kilowatts.
- fast_charge_port: Connector standard for fast charging (e.g., CCS, CHAdeMO).
- top_speed_kmh: Maximum speed of the vehicle in kilometres per hour.
- acceleration_0_100_s: Time to reach 100 km/h from a standstill in seconds.
- torque_nm: Maximum torque output in Newton metres, where available.
- towing_capacity_kg: Ability to tow loads in kilograms, provided where applicable.
- cargo_volume_l: Luggage space in litres, sometimes approximate or expressed in alternative units.
- seats: Total seating capacity.
- length_mm: Physical length of the vehicle in millimetres.
- width_mm: Physical width of the vehicle in millimetres.
- height_mm: Physical height of the vehicle in millimetres.
- drivetrain: Powertrain configuration (e.g., AWD, RWD, FWD).
- source_url: Reference link for each car, used in scraping.
- battery_type: The type of battery used, primarily Lithium-ion.
Distribution
The dataset is provided in a CSV format, specifically as
electric_vehicles_spec_2025.csv.csv, with a file size of 86.21 kB. It contains data for 478 distinct electric vehicle models, structured with each row representing a single EV. There are 22 columns of attributes. While most fields are complete, some technical attributes like towing_capacity_kg (5% missing) and number_of_cells (42% missing) have missing values where data could not be reliably extracted. All numeric fields have been cleaned and converted to appropriate data types.Usage
This dataset is ideal for:
- EV trend analysis and visualisations.
- Developing market comparison tools for electric vehicles.
- Feature engineering for machine learning models.
- Predicting vehicle performance.
- Gaining insights into clean energy adoption.
Coverage
The dataset focuses on specifications for modern electric vehicles, specifically for the year 2025. The data represents a wide range of electric car models, with brands like Mercedes-Benz and Audi being frequently represented alongside a diverse collection of others. The information for each car is sourced from an international EV database, suggesting a global scope rather than being limited to a specific geographic region. The units used (km/h, km, kWh, kW, Wh/km, Nm, kg, L, mm) are standard international metrics.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
Intended users for this dataset include:
- Researchers: For academic studies on EV technology, market trends, or sustainability.
- Analysts: For market insights, competitive analysis, and strategic planning in the automotive sector.
- Students: For educational projects, data science practice, and automotive engineering studies.
- Developers: For building applications, dashboards, or machine learning models related to electric vehicles.
Dataset Name Suggestions
- Electric Vehicle Specs 2025
- Modern EV Performance Dataset
- Global Electric Car Data
- Automotive EV Attributes 2025
Attributes
Original Data Source: Electric Vehicle Specs 2025
QUALITY