100+ datasets found
  1. w

    Vehicle licensing statistics data tables

    • gov.uk
    • s3.amazonaws.com
    Updated Oct 15, 2025
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    Department for Transport (2025). Vehicle licensing statistics data tables [Dataset]. https://www.gov.uk/government/statistical-data-sets/vehicle-licensing-statistics-data-tables
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    Dataset updated
    Oct 15, 2025
    Dataset provided by
    GOV.UK
    Authors
    Department for Transport
    Description

    Data files containing detailed information about vehicles in the UK are also available, including make and model data.

    Some tables have been withdrawn and replaced. The table index for this statistical series has been updated to provide a full map between the old and new numbering systems used in this page.

    The Department for Transport is committed to continuously improving the quality and transparency of our outputs, in line with the Code of Practice for Statistics. In line with this, we have recently concluded a planned review of the processes and methodologies used in the production of Vehicle licensing statistics data. The review sought to seek out and introduce further improvements and efficiencies in the coding technologies we use to produce our data and as part of that, we have identified several historical errors across the published data tables affecting different historical periods. These errors are the result of mistakes in past production processes that we have now identified, corrected and taken steps to eliminate going forward.

    Most of the revisions to our published figures are small, typically changing values by less than 1% to 3%. The key revisions are:

    Licensed Vehicles (2014 Q3 to 2016 Q3)

    We found that some unlicensed vehicles during this period were mistakenly counted as licensed. This caused a slight overstatement, about 0.54% on average, in the number of licensed vehicles during this period.

    3.5 - 4.25 tonnes Zero Emission Vehicles (ZEVs) Classification

    Since 2023, ZEVs weighing between 3.5 and 4.25 tonnes have been classified as light goods vehicles (LGVs) instead of heavy goods vehicles (HGVs). We have now applied this change to earlier data and corrected an error in table VEH0150. As a result, the number of newly registered HGVs has been reduced by:

    • 3.1% in 2024

    • 2.3% in 2023

    • 1.4% in 2022

    Table VEH0156 (2018 to 2023)

    Table VEH0156, which reports average COβ‚‚ emissions for newly registered vehicles, has been updated for the years 2018 to 2023. Most changes are minor (under 3%), but the e-NEDC measure saw a larger correction, up to 15.8%, due to a calculation error. Other measures (WLTP and Reported) were less notable, except for April 2020 when COVID-19 led to very few new registrations which led to greater volatility in the resultant percentages.

    Neither these specific revisions, nor any of the others introduced, have had a material impact on the statistics overall, the direction of trends nor the key messages that they previously conveyed.

    Specific details of each revision made has been included in the relevant data table notes to ensure transparency and clarity. Users are advised to review these notes as part of their regular use of the data to ensure their analysis accounts for these changes accordingly.

    If you have questions regarding any of these changes, please contact the Vehicle statistics team.

    All vehicles

    Licensed vehicles

    Overview

    VEH0101: https://assets.publishing.service.gov.uk/media/68ecf5acf159f887526bbd7c/veh0101.ods">Vehicles at the end of the quarter by licence status and body type: Great Britain and United Kingdom (ODS, 99.7 KB)

    Detailed breakdowns

    VEH0103: https://assets.publishing.service.gov.uk/media/68ecf5abf159f887526bbd7b/veh0103.ods">Licensed vehicles at the end of the year by tax class: Great Britain and United Kingdom (ODS, 23.8 KB)

    VEH0105: https://assets.publishing.service.gov.uk/media/68ecf5ac2adc28a81b4acfc8/veh0105.ods">Licensed vehicles at

  2. UK: electric vehicle car parc 2010-2023

    • statista.com
    Updated Sep 15, 2024
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    Statista (2024). UK: electric vehicle car parc 2010-2023 [Dataset]. https://www.statista.com/statistics/1410223/uk-electric-vehicle-car-parc/
    Explore at:
    Dataset updated
    Sep 15, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    The total electric car parc of the United Kingdom reached over **** million vehicles as of the fourth quarter of 2023. This was a year-over-year increase of ** percent compared to the near **** million electric vehicles recorded in 2022. Similarities with the European market The UK's electric vehicle car parc comprised mostly battery-electric vehicles, relying solely on electric propulsion. This trend was boosted by rising battery-electric vehicle sales, which have been higher than their plug-in hybrid electric counterpart since 2019. This is in line with the overall European market, where battery-electric vehicles tend to record higher sales volumes in many national markets. As of 2022, the UK was among the leading European and global electric vehicle markets, ranking fifth in the world by electric vehicle revenue, and is projected to remain one of the market leaders through 2028. Opportunities for automakers In August 2022, around ** percent of consumers in the United Kingdom reported being likely to change their vehicle brand when switching to an electric vehicle. This creates opportunities for automakers to enter the United Kingdom's electric vehicle market. In 2023, Tesla held around ** percent of the UK's battery-electric market, about ***** percent higher than the share of MG, which was second in the ranking.

  3. Electric vehicle public charging infrastructure statistics: July 2024

    • gov.uk
    Updated Jul 30, 2024
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    Department for Transport (2024). Electric vehicle public charging infrastructure statistics: July 2024 [Dataset]. https://www.gov.uk/government/statistics/electric-vehicle-public-charging-infrastructure-statistics-july-2024
    Explore at:
    Dataset updated
    Jul 30, 2024
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Transport
    Description

    Official statistics in development on the number of publicly available electric vehicle charging devices in the UK in July 2024, broken down by local authority.

    We welcome feedback on this quarterly publication. If you have any feedback or questions, please contact us.

    Data is sourced from the electric vehicle charging point platform https://www.zap-map.com/">Zapmap.

    An https://maps.dft.gov.uk/ev-charging-map/index.html">interactive map of this data is available.

    Our statistical practice is regulated by the Office for Statistics Regulation (OSR). OSR sets the standards of trustworthiness, quality and value in the Code of Practice for Statistics that all producers of official statistics should adhere to. You are welcome to contact us directly by emailing us with any comments about how we meet these standards.

    To hear more about DfT statistical publications as they are released, follow us on X at https://x.com/dftstats">DfTstats.

    Contact us

    Electric vehicle charging infrastructure statistics

    Email mailto:evci.stats@dft.gov.uk">evci.stats@dft.gov.uk

  4. UK: electric vehicle sales by region or country 2023

    • statista.com
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    Statista, UK: electric vehicle sales by region or country 2023 [Dataset]. https://www.statista.com/statistics/1411251/uk-electric-vehicle-sales-by-region-or-country/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2023
    Area covered
    United Kingdom
    Description

    In 2023, around ******* new electric passenger cars were registered in the South East region of England, making it the largest electric vehicle market that year. The North West and South West regions also recorded high electric car sales volumes, at near ****** and ****** new registrations respectively.

  5. UK: annual electric vehicle sales 2015-2023

    • statista.com
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    Statista, UK: annual electric vehicle sales 2015-2023 [Dataset]. https://www.statista.com/statistics/1411261/uk-annual-electric-vehicle-sales/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    In 2023, some ******* new electric cars were registered in the United Kingdom. This was a year-over-year increase of **** percent compared to 2022 and over double the sales recorded in 2020. Overall, electric vehicle sales have steadily grown since 2015. A growing electric vehicle market and fleet Electric vehicles have been gaining market share in the United Kingdom. Since 2021, battery-electric vehicles overtook diesel vehicles and have been the second most popular fuel type in the country through 2022. The South East was the region of England with the largest electric car market, at around ****** new registrations in 2022, followed by the North West and South West. This increase in sales translates to a sharp rise in the UK electric vehicle fleet, which surpassed *********** units in 2022. Most of the vehicles in the electric car parc were battery-electric. Charging infrastructure and its challenges While the UK electric car fleet is steadily growing, the public charging infrastructure has also been on the rise. By July 2023, there were over ****** publicly available charging points in the United Kingdom. However, most of these chargers were alternating current chargers, which were typically slower than their direct current counterparts. Accessibility is also one of the leading hurdles for the UK charging network. Most public charging points were destination charging, typically located at the end of a driver's journey in areas such as retail car parks or education areas, and were not open around the clock, which presents challenges in how electric vehicle owners can recharge their vehicles without turning to private home charging.

  6. Electric vehicle charging infrastructure statistics

    • findtransportdata.dft.gov.uk
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    Department for Transport (DfT), Electric vehicle charging infrastructure statistics [Dataset]. https://findtransportdata.dft.gov.uk/dataset/electric-vehicle-charging-infrastructure-statistics-17eb4e7de79
    Explore at:
    Dataset provided by
    Department for Transporthttps://gov.uk/dft
    Authors
    Department for Transport (DfT)
    License

    http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence

    Description

    Electric vehicle charging infrastructure statistics, including publicly available devices and grants provided by the Office for Zero Emission Vehicles (OZEV).

    • Latest electric vehicle charging device statistics
    • Latest electric vehicle charging device grant scheme statistics
    • Archived data and past reports
    • About electric vehicle charging infrastructure statistics
  7. UK Electric Vehicle Market Size & Share Analysis - Industry Research Report...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Jan 8, 2025
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    Mordor Intelligence (2025). UK Electric Vehicle Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/uk-electric-vehicle-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 8, 2025
    Dataset provided by
    Authors
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2017 - 2029
    Area covered
    United Kingdom
    Description

    The UK Electric Vehicle Market is segmented by Vehicle Type (Commercial Vehicles, Passenger Vehicles, Two-Wheelers) and by Fuel Category (). The report offers market size in both market value in USD and market volume in unit. Further, the report includes a market split by Vehicle Type, Vehicle Configuration, Vehicle Body Type, Propulsion Type, and Fuel Category.

  8. U

    UK Electric Car Industry Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Mar 5, 2025
    + more versions
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    Data Insights Market (2025). UK Electric Car Industry Report [Dataset]. https://www.datainsightsmarket.com/reports/uk-electric-car-industry-15424
    Explore at:
    ppt, pdf, docAvailable download formats
    Dataset updated
    Mar 5, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global, United Kingdom
    Variables measured
    Market Size
    Description

    Discover the booming UK electric car market! Explore our in-depth analysis revealing market size, growth projections, key players, and future trends. Learn about the impact of government incentives, technological advancements, and consumer behavior on this rapidly evolving sector. Recent developments include: November 2023: Ford motors and manufacturers 2030 have entered into a strategic Partnerships to help its suppliers achieve their CO2 reduction targets in line with Ford Motor Co.'s global objective of becoming carbon neutral by 2050.August 2023: Toyota Argentina announced that as it begins production of the Hiace in 2024 at its plant in ZΓ‘rate, it will continue and enlarge the mission of the Conversions area, dedicated to designing and producing vehicles adapted to the specific needs of multiple customers.August 2023: The Dubai Police Department has placed an electric Mercedes EQS 580 on its fleet of luxury cars and environmentally conscious vehicles to patrol the streets.. Key drivers for this market are: Used Car Financing To Continue Solving Consumer Challenges In Indonesia. Potential restraints include: Trust And Transparency In Used Car Remained A Key Challenge For Consumers. Notable trends are: OTHER KEY INDUSTRY TRENDS COVERED IN THE REPORT.

  9. UK: monthly battery-electric car sales 2016-2024

    • statista.com
    Updated Nov 29, 2025
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    Statista, UK: monthly battery-electric car sales 2016-2024 [Dataset]. https://www.statista.com/statistics/310696/pure-electric-plug-in-cars-registered-in-the-united-kingdom/
    Explore at:
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2016 - Sep 2024
    Area covered
    United Kingdom
    Description

    New battery-electric car registrations peaked at over ****** in both September 2024. March and September often register higher sales due to the release of new registration plates. In 2023, battery-electric vehicle sales accounted for **** percent of the market.

  10. Opinions and Lifestyle Survey: Electric vehicles

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Oct 25, 2021
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    Office for National Statistics (2021). Opinions and Lifestyle Survey: Electric vehicles [Dataset]. https://www.ons.gov.uk/economy/environmentalaccounts/datasets/opinionsandlifestylesurveyelectricvehicles
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Oct 25, 2021
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Results from the Opinions and Lifestyle Survey on attitudes to electric vehicles, Great Britain, 8 to 19 September 2021 and 22 September to 3 October 2021

  11. United Kingdom Electric Vehicle Charging Equipment Market Report 2030

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated May 30, 2025
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    Mordor Intelligence (2025). United Kingdom Electric Vehicle Charging Equipment Market Report 2030 [Dataset]. https://www.mordorintelligence.com/industry-reports/united-kingdom-vehicle-charging-equipment-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 30, 2025
    Dataset provided by
    Authors
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    United Kingdom
    Description

    The UK Electric Vehicle Charging Equipment Market report segments the industry into Vehicle Type (Battery Electric Vehicle (BEV), Plug-in Hybrid Electric Vehicle (PHEV), Hybrid Electric Vehicle (HEV)), Application (Home Charging, Workplace Charging, Public Charging), and Charging Type (AC Charging (Level 1 and Level 2), DC Charging). Get five years of historical data alongside five-year market forecasts.

  12. UK's New Incentives to Boost Electric Vehicle Sales - News and Statistics -...

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Oct 1, 2025
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    IndexBox Inc. (2025). UK's New Incentives to Boost Electric Vehicle Sales - News and Statistics - IndexBox [Dataset]. https://www.indexbox.io/blog/uk-government-to-launch-new-incentives-for-electric-vehicle-purchases/
    Explore at:
    xlsx, pdf, xls, doc, docxAvailable download formats
    Dataset updated
    Oct 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Oct 1, 2025
    Area covered
    United Kingdom
    Variables measured
    Market Size, Market Share, Tariff Rates, Average Price, Export Volume, Import Volume, Demand Elasticity, Market Growth Rate, Market Segmentation, Volume of Production, and 4 more
    Description

    The UK government announces new incentives to reduce electric vehicle costs, including PS700 million in subsidies and a PS2.5 billion program to aid automakers in transitioning to zero-emission vehicles.

  13. Electric vehicle charging device statistics: January 2023

    • gov.uk
    Updated Jan 25, 2023
    + more versions
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    Department for Transport (2023). Electric vehicle charging device statistics: January 2023 [Dataset]. https://www.gov.uk/government/statistics/electric-vehicle-charging-device-statistics-january-2023
    Explore at:
    Dataset updated
    Jan 25, 2023
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Transport
    Description

    Experimental statistics on the number of publicly available electric vehicle charging devices and rapid charging devices in the UK in January 2023, broken down by local authority.

    This release now includes new breakdowns including speed and location of charging devices. We welcome feedback on these new breakdowns.

    Data sourced from the electric vehicle charging point platform https://www.zap-map.com/">Zap-Map.

    An https://maps.dft.gov.uk/ev-charging-map/">interactive map of this data is available.

    Contact us

    Transport energy and environment statistics

    Email mailto:environment.stats@dft.gov.uk">environment.stats@dft.gov.uk

    Media enquiries 0300 7777 878

  14. H

    Number of MIA ELECTRIC Vehicles Remaining in the UK by Year and Quarter

    • howrareismycar.co.uk
    Updated Jul 1, 2025
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    How Rare Is My Car? (2025). Number of MIA ELECTRIC Vehicles Remaining in the UK by Year and Quarter [Dataset]. https://www.howrareismycar.co.uk/mia-electric/how-many-mia-electric-are-left.aspx
    Explore at:
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    How Rare Is My Car?
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Variables measured
    Total Vehicle Count, Number of Taxed Vehicles, Number of SORNed Vehicles
    Description

    Quarterly statistics on the total number of taxed and SORNed (Statutory Off Road Notification) MIA ELECTRIC vehicles in the UK. The data is compiled from the Driver and Vehicle Licensing Agency (DVLA) vehicle licensing statistics, covering the period from 1994 Q4 to 2025 Q1.

  15. Public Awareness of and Attitudes Towards Electric Cars - Dataset -...

    • ckan.publishing.service.gov.uk
    Updated Mar 7, 2013
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    ckan.publishing.service.gov.uk (2013). Public Awareness of and Attitudes Towards Electric Cars - Dataset - data.gov.uk [Dataset]. https://ckan.publishing.service.gov.uk/dataset/public_awareness_of_and_attitudes_towards_electric_cars
    Explore at:
    Dataset updated
    Mar 7, 2013
    Dataset provided by
    CKANhttps://ckan.org/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    This publication has been produced by Central Statistics and Research Branch (CSRB). It contains information on people’s awareness of and attitudes towards electric cars and the factors that would encourage or discourage them from buying an electric vehicle. Source agency: Regional Development (Northern Ireland) Designation: Official Statistics not designated as National Statistics Language: English Alternative title: E-Cars research

  16. Public attitudes towards electric vehicles - Dataset - data.gov.uk

    • ckan.publishing.service.gov.uk
    Updated Jun 1, 2014
    + more versions
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    ckan.publishing.service.gov.uk (2014). Public attitudes towards electric vehicles - Dataset - data.gov.uk [Dataset]. https://ckan.publishing.service.gov.uk/dataset/public_attitudes_towards_electric_vehicles
    Explore at:
    Dataset updated
    Jun 1, 2014
    Dataset provided by
    CKANhttps://ckan.org/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Report on public attitudes towards electric vehicles. Source agency: Transport Designation: Official Statistics not designated as National Statistics Language: English Alternative title: Public attitudes towards electric vehicles

  17. UK: electric vehicle sales forecast by propulsion type 2016-2028

    • statista.com
    Updated Jun 24, 2025
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    Statista (2025). UK: electric vehicle sales forecast by propulsion type 2016-2028 [Dataset]. https://www.statista.com/forecasts/1441185/uk-electric-vehicle-sales-forecast-by-propulsion-type
    Explore at:
    Dataset updated
    Jun 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    Electric vehicle sales are forecast to experience significant growth across segments through 2028. Battery-electric vehicles are projected to make up most of the 2028 sales, at around ******* sales.

  18. Electric vehicle charging device statistics: April 2021

    • s3.amazonaws.com
    • gov.uk
    Updated May 11, 2021
    + more versions
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    Department for Transport (2021). Electric vehicle charging device statistics: April 2021 [Dataset]. https://s3.amazonaws.com/thegovernmentsays-files/content/172/1722311.html
    Explore at:
    Dataset updated
    May 11, 2021
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Transport
    Description

    Experimental statistics on the number of publicly available electric vehicle charging devices and rapid charging devices in the UK in April 2021, broken down by local authority.

    Data are sources from the electric vehicle charging point platform https://www.zap-map.com/" class="govuk-link">Zap-Map An http://maps.dft.gov.uk/ev-charging-map/" class="govuk-link">interactive map of this data is available.

    Contact us

    Transport energy and environment statistics

    Email mailto:environment.stats@dft.gov.uk">environment.stats@dft.gov.uk

    Public enquiries 020 7944 3077

  19. Electric Vehicle Dataset 2024

    • kaggle.com
    zip
    Updated Apr 26, 2024
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    vanillatyy1 (2024). Electric Vehicle Dataset 2024 [Dataset]. https://www.kaggle.com/vanillatyy1/electric-vehicle-dataset
    Explore at:
    zip(26240 bytes)Available download formats
    Dataset updated
    Apr 26, 2024
    Authors
    vanillatyy1
    Description

    Context:

    The dataset comprises information on electric vehicles (EVs) sourced from the website https://ev-database.org/ (Apr 2024) for strictly learning purpose. The clean dataset consists of 351 rows, 16 columns and includes information about various electric vehicle models, their specifications, and pricing details across different regions, and additional features.

    Research questions ideas:

    1. How does the price of electric vehicles vary across different countries?
    2. Is there a correlation between battery capacity and the range of electric vehicles?
    3. What is the impact of drive configuration on the performance and efficiency of electric vehicles?
    4. How does fast charging capability affect the adoption of electric vehicles?
    5. Can towing capacity be a deciding factor for consumers when choosing an electric vehicle?

    Content

    Two datasets:
    (1) 'cars_data_cleaned.csv' - clean file for database import, to practice data visualization and analysis
    (2) 'cars_data_RAW.csv' - raw file for users who would like to practice data cleaning

    Details

    car_data_cleaned.csv

    COLUMNS: Brand: The brand of the electric vehicle Model: The model name of the electric vehicle Battery: The battery capacity of the electric vehicle (in kWh) km_of_range: The range of the electric vehicle in kilometers 0-100: Acceleration time from 0 to 100 km/h (in seconds) Top_Speed: The maximum speed of the electric vehicle in km/h Range: The estimated range of the electric vehicle Efficiency: The efficiency of the electric vehicle (Wh/km) Fastcharge: The fast charging capability of the electric vehicle Price_in_Germany_before_incentives: Price of the electric vehicle in Germany before incentives Price_in_The_Netherlands_before_incentives: Price of the electric vehicle in the Netherlands before incentives Price_in_the_United_Kingdom_after_incentives: Price of the electric vehicle in the United Kingdom after incentives Drive_Configuration: The drive configuration of the electric vehicle Tow_Hitch: Whether a tow hitch is possible for the electric vehicle Towing_capacity_in_kg: The towing capacity of the electric vehicle in kilograms Approx_in_USD_based_on_source: Approximate price of the electric vehicle in USD based on the source

    Disclaimer: The estimated USD values are based on conversion rates on Apr 15, and may not reflect the actual market prices. Prices may vary based on factors such as taxes, incentives, and regional differences.

    The following parameters were used in the estimate:
    US value estimated based on the price in the United Kingdom (UK). If the UK price is unavailable, use the price in The Netherlands (NL). If both the UK and NL prices are unavailable, then use the price in Germany (DE). Keep in mind that the UK price includes incentives, while the prices in the Netherlands and Germany do not. This note is important to consider when analyzing the data using the approximate USD values.

    cars_data_RAW.csv

    In addition to the EV dataset, the raw data is included for users interested in practicing data cleaning techniques. The cars_data_RAW.csv has all the columns of the car_data_cleaned.csv except Estimated_USD_value. It

    For those planning an Extract, Transform, Load (ETL) process to consolidate data into a database or data warehouse, such as Postgres, starting with the raw CSV file, here are some tips:

    Data Cleaning: Remove non-numerical values, specific substrings, and inspect cell formatting for consistency
    Data Type Inspection and Modification: Adjust data types as needed to ensure compatibility with analysis tools and database structures
    Handling Empties: Investigate and handle empty values as needed
    Columns Renaming: Rename columns to adhere to naming conventions and remove special characters such as asterisks and spaces

    Credits:

    Data sourced from: https://ev-database.org/ Version: 2024 EV Database - v4.5 Data cleaning and processing: vanillatyy1

  20. Electric Vehicle (EV) Sales and Adoption πŸŒπŸš—βš‘

    • kaggle.com
    zip
    Updated Apr 12, 2025
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    Cite
    Rameez Meerasahib (2025). Electric Vehicle (EV) Sales and Adoption πŸŒπŸš—βš‘ [Dataset]. https://www.kaggle.com/datasets/rameezmeerasahib/electric-vehicle-ev-sales-and-adoption
    Explore at:
    zip(12847 bytes)Available download formats
    Dataset updated
    Apr 12, 2025
    Authors
    Rameez Meerasahib
    License

    Apache License, v2.0https://www.apache.org/licenses/LICENSE-2.0
    License information was derived automatically

    Description

    πŸ“ Description

    This Electric Vehicle (EV) Sales and Adoption dataset contains detailed records of electric vehicle sales, including vehicle details, region, customer segments, and sales metrics. It aims to help data enthusiasts and businesses forecast EV sales, analyze market trends, and derive insights to improve marketing and inventory strategies.

    πŸ“Š Collection Methodology

    Data Aggregation: Combined from (fictional) public EV registration records, automotive dealership sales reports, and online retailer transactions.

    Quality Control: Only confirmed EV transactions are included; partially-completed orders and canceled orders were filtered out.

    Revenue Calculation: Reflects the final sale price after applying any applicable discounts or incentives.

    Feature Engineering: Customer demographics (segment, region) are included to facilitate market segmentation analysis.

    πŸš€ Potential Use Cases

    Sales Forecasting – Predict future EV sales volume based on regional and demographic patterns.

    Market Trend Analysis – Identify which brands and vehicle types are most popular in specific regions.

    Battery and Range Insights – Correlate battery capacity and fast-charging options with sales performance.

    Consumer Behavior & Segmentation – Understand different customer segments' purchasing habits and price sensitivities.

    Environmental Policy & Incentive Impact – Investigate how discounts or tax incentives affect adoption rates.

    πŸ”‘ Key Features

    Date: Represents a month in YYYY-MM format.

    Region: Geographic region where sales took place.

    Brand: Automotive brand (e.g., Tesla, BYD, Volkswagen, etc.).

    Model: Specific EV model name.

    Vehicle_Type: Category (Sedan, SUV, Hatchback, etc.).

    Battery_Capacity_kWh: Battery capacity in kilowatt-hours.

    Discount_Percentage: Any discount applied to final sale (%).

    Customer_Segment: Broad segmentation (High Income, Tech Enthusiast, Eco-Conscious, etc.).

    Fast_Charging_Option: Indicates if the vehicle supports fast-charging.

    Units_Sold: Total number of units sold (in train.csv).

    Revenue: Total revenue from units sold (in train.csv).

    This dataset is well-suited for machine learning, statistical analysis, and data visualization projects that address growing interest in electrification, sustainability, and emerging transportation technologies!

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Department for Transport (2025). Vehicle licensing statistics data tables [Dataset]. https://www.gov.uk/government/statistical-data-sets/vehicle-licensing-statistics-data-tables

Vehicle licensing statistics data tables

Explore at:
74 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Oct 15, 2025
Dataset provided by
GOV.UK
Authors
Department for Transport
Description

Data files containing detailed information about vehicles in the UK are also available, including make and model data.

Some tables have been withdrawn and replaced. The table index for this statistical series has been updated to provide a full map between the old and new numbering systems used in this page.

The Department for Transport is committed to continuously improving the quality and transparency of our outputs, in line with the Code of Practice for Statistics. In line with this, we have recently concluded a planned review of the processes and methodologies used in the production of Vehicle licensing statistics data. The review sought to seek out and introduce further improvements and efficiencies in the coding technologies we use to produce our data and as part of that, we have identified several historical errors across the published data tables affecting different historical periods. These errors are the result of mistakes in past production processes that we have now identified, corrected and taken steps to eliminate going forward.

Most of the revisions to our published figures are small, typically changing values by less than 1% to 3%. The key revisions are:

Licensed Vehicles (2014 Q3 to 2016 Q3)

We found that some unlicensed vehicles during this period were mistakenly counted as licensed. This caused a slight overstatement, about 0.54% on average, in the number of licensed vehicles during this period.

3.5 - 4.25 tonnes Zero Emission Vehicles (ZEVs) Classification

Since 2023, ZEVs weighing between 3.5 and 4.25 tonnes have been classified as light goods vehicles (LGVs) instead of heavy goods vehicles (HGVs). We have now applied this change to earlier data and corrected an error in table VEH0150. As a result, the number of newly registered HGVs has been reduced by:

  • 3.1% in 2024

  • 2.3% in 2023

  • 1.4% in 2022

Table VEH0156 (2018 to 2023)

Table VEH0156, which reports average COβ‚‚ emissions for newly registered vehicles, has been updated for the years 2018 to 2023. Most changes are minor (under 3%), but the e-NEDC measure saw a larger correction, up to 15.8%, due to a calculation error. Other measures (WLTP and Reported) were less notable, except for April 2020 when COVID-19 led to very few new registrations which led to greater volatility in the resultant percentages.

Neither these specific revisions, nor any of the others introduced, have had a material impact on the statistics overall, the direction of trends nor the key messages that they previously conveyed.

Specific details of each revision made has been included in the relevant data table notes to ensure transparency and clarity. Users are advised to review these notes as part of their regular use of the data to ensure their analysis accounts for these changes accordingly.

If you have questions regarding any of these changes, please contact the Vehicle statistics team.

All vehicles

Licensed vehicles

Overview

VEH0101: https://assets.publishing.service.gov.uk/media/68ecf5acf159f887526bbd7c/veh0101.ods">Vehicles at the end of the quarter by licence status and body type: Great Britain and United Kingdom (ODS, 99.7 KB)

Detailed breakdowns

VEH0103: https://assets.publishing.service.gov.uk/media/68ecf5abf159f887526bbd7b/veh0103.ods">Licensed vehicles at the end of the year by tax class: Great Britain and United Kingdom (ODS, 23.8 KB)

VEH0105: https://assets.publishing.service.gov.uk/media/68ecf5ac2adc28a81b4acfc8/veh0105.ods">Licensed vehicles at

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