100+ datasets found
  1. Used Car Price Prediction Dataset

    • kaggle.com
    zip
    Updated Sep 15, 2023
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    Taeef Najib (2023). Used Car Price Prediction Dataset [Dataset]. https://www.kaggle.com/datasets/taeefnajib/used-car-price-prediction-dataset
    Explore at:
    zip(112006 bytes)Available download formats
    Dataset updated
    Sep 15, 2023
    Authors
    Taeef Najib
    License

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

    Description

    Used Car Price Prediction Dataset is a comprehensive collection of automotive information extracted from the popular automotive marketplace website, https://www.cars.com. This dataset comprises 4,009 data points, each representing a unique vehicle listing, and includes nine distinct features providing valuable insights into the world of automobiles.

    • Brand & Model: Identify the brand or company name along with the specific model of each vehicle.
    • Model Year: Discover the manufacturing year of the vehicles, crucial for assessing depreciation and technology advancements.
    • Mileage: Obtain the mileage of each vehicle, a key indicator of wear and tear and potential maintenance requirements.
    • Fuel Type: Learn about the type of fuel the vehicles run on, whether it's gasoline, diesel, electric, or hybrid.
    • Engine Type: Understand the engine specifications, shedding light on performance and efficiency.
    • Transmission: Determine the transmission type, whether automatic, manual, or another variant.
    • Exterior & Interior Colors: Explore the aesthetic aspects of the vehicles, including exterior and interior color options.
    • Accident History: Discover whether a vehicle has a prior history of accidents or damage, crucial for informed decision-making.
    • Clean Title: Evaluate the availability of a clean title, which can impact the vehicle's resale value and legal status.
    • Price: Access the listed prices for each vehicle, aiding in price comparison and budgeting.

    This dataset is a valuable resource for automotive enthusiasts, buyers, and researchers interested in analyzing trends, making informed purchasing decisions or conducting studies related to the automotive industry and consumer preferences. Whether you are a data analyst, car buyer, or researcher, this dataset offers a wealth of information to explore and analyze.

  2. Used vehicle average selling price in the U.S. 2016 -2024

    • statista.com
    Updated Nov 29, 2025
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    Statista (2025). Used vehicle average selling price in the U.S. 2016 -2024 [Dataset]. https://www.statista.com/statistics/274928/used-vehicle-average-selling-price-in-the-united-states/
    Explore at:
    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In 2024, the average selling price of used vehicles came to around ****** U.S. dollars. In 2024, new automobiles and light trucks were on average almost ****** U.S. dollars more expensive than used light vehicles. The used car boom As the price for new vehicles has been increasing, more Americans are turning towards buying second-hand cars and light trucks. Buying new cars and light trucks is typically seen as a privilege that few may do often. Generally, used vehicle sales are on the rise in most countries. Thanks to ever-improving technology, automobiles may keep running for many years and remain in good condition. This allows the average age of light vehicles in operation in the United States to increase slowly. Although new cars are often seen as status symbols, vintage cars are also very popular in the United States, the main reason for this trend being aesthetic and cultural values.

  3. F

    Consumer Price Index for All Urban Consumers: Used Cars and Trucks in U.S....

    • fred.stlouisfed.org
    json
    Updated Oct 24, 2025
    + more versions
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    (2025). Consumer Price Index for All Urban Consumers: Used Cars and Trucks in U.S. City Average [Dataset]. https://fred.stlouisfed.org/series/CUSR0000SETA02
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Oct 24, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Consumer Price Index for All Urban Consumers: Used Cars and Trucks in U.S. City Average (CUSR0000SETA02) from Jan 1953 to Sep 2025 about used, trucks, vehicles, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

  4. Used Car Price Dataset

    • kaggle.com
    zip
    Updated Dec 27, 2023
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    Rishabh Karn (2023). Used Car Price Dataset [Dataset]. https://www.kaggle.com/datasets/rishabhkarn/used-car-dataset
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    zip(34869 bytes)Available download formats
    Dataset updated
    Dec 27, 2023
    Authors
    Rishabh Karn
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    ๐Ÿš— Used Car Price Dataset: A dataset for predicting used car price ๐Ÿ“Š

    Dive into the world of used cars with our dataset, perfect for predicting prices. It's a carefully selected set of data that car enthusiasts, analysts, and data scientists will find valuable. Whether you're curious or looking to analyze, this dataset is your guide to understanding the dynamics of how used cars are valued.

    Key Features:

    • ๐Ÿ›ฃ๏ธ Rich Attributes: Explore a number of attributes, including mileage, model year, fuel type, transmission, and more, providing a 360-degree view of each vehicle's specifications.
    • ๐Ÿ“‰ Depreciation Insights: Uncover patterns in vehicle depreciation over time and across different makes and models, empowering you to make informed predictions about future price trends.
    • ๐Ÿ“ฑ Technological Integration: Seamlessly integrate our dataset into your predictive modeling pipelines, harnessing the power of technology to foresee changes in the used car market.

    Potential Applications: - ๐Ÿ“ˆ Market Research: Conduct in-depth market research to identify trends, fluctuations, and hotspots in the used car industry. - ๐Ÿค– Predictive Modeling: Build robust machine learning models to predict resale values, assisting buyers, sellers, and dealerships in making informed decisions. - ๐Ÿš€ Business Strategy: Inform business strategies for used car dealerships, insurance companies, and financial institutions by understanding the underlying factors influencing pricing.

    How to Use: 1. ๐Ÿง‘โ€๐Ÿ’ป Data Science Projects: Integrate this dataset into your data science projects to explore and analyze factors impacting used car prices. 2. ๐Ÿš€ Predictive Modeling: Train machine learning models to predict resale values based on historical data and a wide array of vehicle attributes. 3. ๐Ÿš— Market Insights: Gain valuable insights into market dynamics, allowing you to stay ahead of trends and developments in the used car space.

    Dataset Description:

    1552 Rows, 15 Columns

    Attributes:

    1. car_name
    2. registration_year
    3. insurance_validity
    4. fuel_type
    5. seats
    6. kms_driven
    7. ownership
    8. transmission
    9. manufacturing_year
    10. mileage(kmpl)
    11. engine(cc)
    12. max_power(bhp)
    13. torque(Nm)
    14. price(in lakhs)

    Steps you can do:

    1. Data Preprocessing 2. Data Visualization 3. Explarotary Data Analysis 4. Feature Selection and Transformation 5. Train-Test-Split 6. Model Creation (eg: Multiple Linear Regression) 7. Model Prediction

    Give an upvote if it helps !!

  5. T

    United States Used Car Prices YoY

    • tradingeconomics.com
    • ru.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Nov 7, 2025
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    TRADING ECONOMICS (2025). United States Used Car Prices YoY [Dataset]. https://tradingeconomics.com/united-states/used-car-prices-yoy
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    xml, csv, json, excelAvailable download formats
    Dataset updated
    Nov 7, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

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

    Time period covered
    Jan 31, 1998 - Oct 31, 2025
    Area covered
    United States
    Description

    Used Car Prices YoY in the United States decreased to 0 percent in October from 2 percent in September of 2025. This dataset includes a chart with historical data for the United States Used Car Prices YoY.

  6. U.S. new and used car sales 2010-2024

    • statista.com
    Updated Aug 19, 2025
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    Statista (2025). U.S. new and used car sales 2010-2024 [Dataset]. https://www.statista.com/statistics/183713/value-of-us-passenger-cas-sales-and-leases-since-1990/
    Explore at:
    Dataset updated
    Aug 19, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Sales of used light vehicles in the United States came to around **** million units in 2024. In the same period, approximately **** million new light trucks and automobiles were sold here. Declining availability of vehicles In the fourth quarter of 2024, about ***** million vehicles were in operation in the United States, an increase of around *** percent year-over-year. The rising demand for vehicles paired with an overall price inflation lead to a rise in new vehicle prices. In contrast, used vehicle prices slightly decreased. E-commerce: a solution for the bumpy road ahead? Financial reports have revealed how the outbreak of the coronavirus pandemic has triggered a shift in vehicle-buying behavior. With many consumer goods and services now bought online due to COVID-19, the automobile industry has also started to digitally integrate its services online to reach consumers with a preference for contactless test driving amid the global crisis. Several dealers and automobile companies had already begun to tap into online car sales before the pandemic, some of them being Carvana and Tesla.

  7. US Used Car Market Analysis, Size, and Forecast 2025-2029

    • technavio.com
    pdf
    Updated Jan 23, 2025
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    Technavio (2025). US Used Car Market Analysis, Size, and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/used-car-market-in-us-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jan 23, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Description

    Snapshot img

    US Used Car Market Size 2025-2029

    The US used car market size is forecast to increase by USD 40.2 billion, at a CAGR of 4.3% between 2024 and 2029.

    The used car market in the US is witnessing significant growth, driven by the excellent value proposition that used cars offer to consumers. The increasing popularity of websites dedicated to selling used cars has expanded market reach and convenience, allowing consumers to browse and purchase vehicles online. Stringent emission regulations are restricting the sales of non-compliant used cars, necessitating investments in upgrading and maintaining commercial vehicle fleets to meet regulatory requirements. These regulations necessitate investments in emission testing and certification processes, increasing operational costs for dealers. To capitalize on opportunities, dealers can focus on offering certified pre-owned vehicles and implementing robust emission testing procedures.
    Additionally, leveraging digital marketing strategies and offering flexible financing options can help attract and retain customers. Overall, the used car market presents both challenges and opportunities for players, requiring strategic planning and innovation to succeed.
    

    What will be the size of the US Used Car Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The used car market in the US continues to evolve, with various sectors adapting to emerging trends and technologies. Vehicle data analysis plays a pivotal role in understanding vehicle depreciation curves and return on investment for dealers. Payment processing systems streamline sales transactions, while sales performance metrics and customer lifetime value inform strategic decision-making. Fraud detection systems ensure compliance with legal standards, and insurance cost factors influence acquisition channel efficiency. Inventory turnover rate, a key performance indicator, varies across dealerships. Compliance audits and dealer training programs maintain legal compliance and improve customer satisfaction. Market penetration rate and resale value prediction help dealers optimize pricing models.
    Consumer protection laws and financing product offerings shape customer trust and loyalty. Operating costs analysis, customer service feedback, and sales conversion rates contribute to profit margin calculation. Risk assessment models, employee performance metrics, marketing spend efficiency, and pricing model validation are essential for long-term success. A recent study reveals a 5% increase in sales for dealerships implementing advanced data analytics. Industry growth is expected to reach 3% annually, driven by these evolving market dynamics.
    

    How is this market segmented?

    The US used car market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Distribution Channel
    
      3P channel sales
      OEM channel sales
    
    
    Product
    
      Mid size
      Full size
      Compact size
    
    
    Vendor Type
    
      Organized
      Unorganized
    
    
    Fuel Type
    
      Diesel
      Petrol
    
    
    Geography
    
      North America
    
        US
    

    By Distribution Channel Insights

    The 3P channel sales segment is estimated to witness significant growth during the forecast period.

    The used car market in the US is an active and dynamic sector, driven by various factors. With the constant launch of new vehicle models, the supply of used cars increases, resulting in lower prices compared to new cars. This trend encourages car owners to sell their vehicles and upgrade to newer models, shortening the average ownership cycle. Online advertising platforms play a significant role in connecting buyers and sellers. Pre-purchase inspections and vehicle history reports ensure transparency and build trust. Repairs cost estimation and parts sourcing networks help in managing the expenses of used car ownership. Market segmentation strategies cater to different customer needs, while customer relationship management tools foster loyalty.

    Emissions testing standards ensure the environmental sustainability of used vehicles. Auto appraisal value tools help in determining fair prices, and loan term comparison aids in financing decisions. Marketing campaign effectiveness is measured through customer acquisition cost and interest rate calculation. Mobile apps offer functionalities like mechanical inspection checklists, paint depth measurement, and damage assessment tools. Dealer inventory management, detailing services, and vehicle photography techniques enhance the sales process. Industry growth is expected to continue, with the used car market projected to expand by 3% annually. For instance, a dealership successfully increased its sales by 15% thr

  8. US Sales Cars Dataset

    • kaggle.com
    zip
    Updated Mar 31, 2024
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    Juan Merino (2024). US Sales Cars Dataset [Dataset]. https://www.kaggle.com/datasets/juanmerinobermejo/us-sales-cars-dataset
    Explore at:
    zip(2616188 bytes)Available download formats
    Dataset updated
    Mar 31, 2024
    Authors
    Juan Merino
    License

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

    Description

    This dataset provides comprehensive information about used cars available for sale in the United States. It includes detailed data on various aspects of each vehicle, making it a valuable resource for car buyers, sellers, and data enthusiasts. The dataset contains the following key attributes:

    • Brand: The brand or manufacturer of the car.
    • Model: The specific model of the car.
    • Mileage: The number of miles the car has been driven.
    • Year: The manufacturing year of the car.
    • Status: Indicates whether the car is new, used, or certified pre-owned.
    • Dealer: Information about the dealer or seller offering the car.
    • Price: The listed price of the car in USD.

    This dataset is ideal for data analysis, machine learning projects, and market research related to the used car industry in the United States. Whether you are interested in predicting car prices, understanding market trends, or simply searching for your next vehicle, this dataset provides a wealth of information to explore.

    Data Source: More info on my GitHub repository

    Data Format: CSV

  9. Used car price dataset

    • kaggle.com
    zip
    Updated Jan 25, 2023
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    Kreesh Rajani (2023). Used car price dataset [Dataset]. https://www.kaggle.com/datasets/kreeshrajani/used-car-price-dataset
    Explore at:
    zip(34352 bytes)Available download formats
    Dataset updated
    Jan 25, 2023
    Authors
    Kreesh Rajani
    Description

    Context This dataset contains information on used cars for sale, including model name, year of manufacturing, Km driven, price, and fuel type. The dataset can be used for a variety of applications such as price prediction, trend analysis, and market research. Content This data is scrape from https://www.carwale.com/ which is a popular platform in India for buying and selling cars. CarWale is a website and app that provides information about new and used cars in India. Users can research and compare different models, read reviews, and find dealerships in their area.

  10. y

    US Consumer Price Index: Used Cars and Trucks

    • ycharts.com
    html
    Updated Oct 24, 2025
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    Bureau of Labor Statistics (2025). US Consumer Price Index: Used Cars and Trucks [Dataset]. https://ycharts.com/indicators/us_consumer_price_index_used_cars_and_trucks
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Oct 24, 2025
    Dataset provided by
    YCharts
    Authors
    Bureau of Labor Statistics
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Jan 31, 1953 - Sep 30, 2025
    Area covered
    United States
    Variables measured
    US Consumer Price Index: Used Cars and Trucks
    Description

    View monthly updates and historical trends for US Consumer Price Index: Used Cars and Trucks. Source: Bureau of Labor Statistics. Track economic data withโ€ฆ

  11. France: new and used car sales 1990-2023

    • statista.com
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    Statista, France: new and used car sales 1990-2023 [Dataset]. https://www.statista.com/statistics/1361694/france-new-and-used-car-sales/
    Explore at:
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    France
    Description

    In France, used cars have been consistently more popular than new cars over the past decades, reaching a record *********** sales in 2021, before dropping to *** million in 2023. In contrast, new automobile sales have faced consistent fluctuation over the years as well as a slower recovery from the COVID-19 pandemic, as their 2023 sales remained below the 2019 sales volume. The state of the French used car market Private passenger cars were by far the best-selling type of used vehicles in France as of January 1st, 2023, recording over ***** times the used van and truck sales volume that year. Most used cars sold in France had a diesel internal combustion engine (ICE), and ICE vehicles remained overall the most popular, partly due to the emerging nature of the used electric vehicle market. However, cars fitting stricter European emission standards have been entering the market. Used cars on the French market tended to be older, as around **** million used vehicles over 15 years old were sold in 2023, followed by vehicles between two and five years old. The overall average used car age in metropolitan France has been steadily increasing since 2019. Global used vehicle price inflation While the age of used vehicles in France remained high, the yearly Consumer Price Index (CPI) also increased, up to ****** in 2023. Monthly prices were more volatile, reaching a Consumer Price Index of ****** in November 2024. This increase in used vehicle prices is tightly linked with the overall inflation recorded across the world. Used car prices in other markets have also been growing during 2022. In the United States, the used car and truck CPI spiked by *** percent in May 2022 and the U.S. used vehicle average selling price was the highest on record since 2016 in 2022. The United Kingdom faced similar challenges, with its annual second hand car CPI jumping to ***** in 2022, the second-highest it had been since 2008.

  12. F

    Producer Price Index by Industry: New Car Dealers: Used Vehicle Sales

    • fred.stlouisfed.org
    json
    Updated Sep 10, 2025
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    (2025). Producer Price Index by Industry: New Car Dealers: Used Vehicle Sales [Dataset]. https://fred.stlouisfed.org/series/PCU441110441110102
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Sep 10, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Producer Price Index by Industry: New Car Dealers: Used Vehicle Sales (PCU441110441110102) from Dec 1999 to Aug 2025 about used, dealers, vehicles, new, sales, PPI, industry, inflation, price index, indexes, price, and USA.

  13. Average prices for used cars in Germany 1980-2023

    • statista.com
    Updated Nov 29, 2025
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    Statista (2025). Average prices for used cars in Germany 1980-2023 [Dataset]. https://www.statista.com/statistics/589613/average-prices-for-used-cars-germany/
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    Dataset updated
    Nov 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Germany
    Description

    Used car prices in Germany have increased significantly since 2018, though 2023 saw a drop across some sales channel categories. Free trade vehicles recorded a decrease, with figures falling to around ****** euros in 2023. Prices of used cars sold through brand trading have always been historically higher. New and old Germany is a leader on the global car market, with car brands and production quality of long- standing. Volkswagen, Mercedes, and BMV are among the first of many names that come to mind. Consumers may therefore be motivated to buy new cars by various means of financing, considering it a good investment for the future. Of course, new car prices differ significantly compared to used vehicles, with a new car costing an average of around ****** euros in 2023. Prices had grown in recent years, both due to the far-reaching effects of COVID-19 restrictions on industrial production and the energy crisis following the beginning of the Russia-Ukraine war. Drivers looking to buy a car are faced with familiar cost-related decisions regarding whether they buy new or second-hand, but higher fuel prices across the board are an issue facing all vehicle owners. A market with a future The German used car market is expected to grow in the coming years, with around ***** billion U.S. dollars predicted for 2025. Besides potentially contributing to sustainability and environmental protection goals, selling used cars is a business going beyond Germanyโ€™s borders. For example, Poland was Germanyโ€™s leading second-hand vehicle market by far when compared to other European countries, with around ***** cars imported in 2023.

  14. U

    United States Used Car Market Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Mar 5, 2025
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    Data Insights Market (2025). United States Used Car Market Report [Dataset]. https://www.datainsightsmarket.com/reports/united-states-used-car-market-15520
    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
    United States
    Variables measured
    Market Size
    Description

    The US used car market is booming, with a 7.51% CAGR. Discover key trends, growth drivers, and leading companies shaping this dynamic sector, including market segmentation by vendor type, fuel type, and sales channel. Explore the future of used car sales in our comprehensive market analysis. Recent developments include: In May 2022, Topmarq debuted its solution, which is intended to be an online service with automatic bidding and seller appointment arranging. The platform is being introduced as a limited public beta, according to a press release. Topmarq stated that it is now focusing on the Texas market, with intentions to expand to other large metros in the near future. This technology tool was released to assist dealers in acquiring used inventory from vehicles sold by individual owners.. Key drivers for this market are: Diverse Selection Among Car Models is Anticipated to Drive the Market Growth. Potential restraints include: Counterfeit and Illegally Imported Vehicles are Restraining the Market Growth. Notable trends are: TECHNOLOGICAL ADVANCEMENT IN THE ONLINE MODE SEGEMENT IS EXPECTED TO FOSTER THE DEMAND OF TARGET MARKET.

  15. Average car prices - Brazil

    • kaggle.com
    zip
    Updated Jan 14, 2023
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    Vagner Bessa (2023). Average car prices - Brazil [Dataset]. https://www.kaggle.com/datasets/vagnerbessa/average-car-prices-bazil
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    zip(18567823 bytes)Available download formats
    Dataset updated
    Jan 14, 2023
    Authors
    Vagner Bessa
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    Average car price in Brazil

    Abou the data

    Data extracted from FIPE.

    Every observation (row) corresponds to a average car price, calculated to a month of a year of reference. In other words, in a year (year_of_reference) there are 12 observations related to the same car, however avg_price_brl might differ.

    The variables fuel, gear and engine_size were extracted from values of column model, as in original there is no column dedicated to those values. Since some values for model don't contain the information of engine size, this dataset doesn't contain the whole data from FIPE's original. Additionally, if 'Aut.' is not present in model, the car is assumed to be manual.

    The prices are calculated by FIPE and they're here as original (in BRL).

    FIPE updates the information on a monthly basis. Here, the referred month is given as month_of_reference, as the corresponding year has variable named as year_of_reference

    The FIPE codes (fipe_codes) are the model identifier used in FIPE webpage.

    Variables

    • year_of_reference: year of reference of the observation, i.e., the year the data corresponds to.
    • moth_of_reference: month of reference of the observation, i.e., the month the data corresponds to. The average price is calculated by FIPE each month.
    • fipe_code: unique id corresponding to a model for easy search on FIPE webpage.
    • authentication: unique code that authenticates the consult in FIPE's site.
    • brand: car's make.
    • model: a description of the car containing the name and other descriptive information, as provided in FIPE table.
    • fuel: fuel used by the car. Some of gas cars are actually alcohol and gas (totalflex), which is common in Brazil.
    • gear: the way gears are shifted.
    • engine_size: Engine size measured in cubic centimeters.
    • year_model: those values corresponds to the year of reference, and may not be the same of the year of manufacture, which in case will corresponds to a year before year_model. Observations with year_model = year_of_reference mean the car is brand new for that year of reference, i.e., a 2021 car with year_of_reference = 2021 and moth_of_reference = July mean that the observation (mainly the average price) corresponds to a brand new car in the year of 2021, of the month of July. The same model may have a different average price for different month.
    • avg_price_brl: average car's price, as measured by FIPE, in BRL.

    - (variable deleted in Version 2).

    Questions

    Here are some questions that may be used as starting point of analysis.

    • How average prices depend on car's age?
    • How the engine size contribute to the average price?
    • Can FIPE's prices be used to predict car prices?
    • Gather some data from real stores. Can you compute you own average? How's it different from FIPE's?
    • Build a time series and make explore them accordingly to engine size and gear type.
    • Scale prices with Brazil's minimum wage in order make analysis period wise.`
  16. Used Car Market Analysis, Size, and Forecast 2025-2029: North America (US...

    • technavio.com
    pdf
    Updated Jun 24, 2025
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    Technavio (2025). Used Car Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, and UK), APAC (China, India, Japan, and South Korea), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/used-car-market-industry-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Jun 24, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    United States
    Description

    Snapshot img

    Used Car Market Size 2025-2029

    The used car market size is valued to increase by USD 885.3 billion, at a CAGR of 7.4% from 2024 to 2029. Increasing number of new models of cars launched due to high competition will drive the used car market.

    Major Market Trends & Insights

    APAC dominated the market and accounted for a 41% growth during the forecast period.
    By Vehicle Type - Compact segment was valued at USD 856.10 billion in 2023
    By Channel - Organized segment accounted for the largest market revenue share in 2023
    

    Market Size & Forecast

    Market Opportunities: USD 67.95 billion
    Market Future Opportunities: USD 885.30 billion
    CAGR from 2024 to 2029 : 7.4%
    

    Market Summary

    The market, a significant and dynamic sector of the global automotive industry, experienced a record-breaking year in 2021. According to the International Organization of Motor Vehicle Manufacturers, approximately 35 million used cars were sold worldwide, marking a 5% increase compared to the previous year. This growth can be attributed to several key drivers. First, the increasing number of new models launching due to heightened competition has led to a larger supply of used cars. Moreover, the growing demand for car subscription services and car-sharing platforms has created new opportunities for consumers to access affordable, flexible transportation solutions. The market's evolution has been shaped by various trends and challenges.
    Technological advancements, such as the integration of electric and autonomous vehicle technologies, have transformed the market landscape. Additionally, changing consumer preferences, including a focus on sustainability and cost savings, have influenced market dynamics. Looking ahead, the market is expected to continue its growth trajectory. As the global population becomes increasingly urbanized and transportation needs become more diverse, the demand for used cars is likely to increase. Furthermore, the ongoing digitalization of the automotive industry will create new opportunities for innovation and disruption. In conclusion, the market is a vital and evolving sector that offers significant opportunities for businesses.
    Its growth is driven by factors such as increased competition, the rise of car subscription services, and changing consumer preferences. As the market continues to adapt to technological advancements and shifting trends, it will remain a dynamic and exciting space for innovation and growth.
    

    What will be the Size of the Used Car Market during the forecast period?

    Get Key Insights on Market Forecast (PDF) Request Free Sample

    How is the Used Car Market Segmented ?

    The used car industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Vehicle Type
    
      Compact
      SUV
      Mid size
    
    
    Channel
    
      Organized
      Unorganized
    
    
    Fuel Type
    
      Diesel
      Petrol
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        UK
    
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By Vehicle Type Insights

    The compact segment is estimated to witness significant growth during the forecast period.

    The market continues to evolve, with the compact segment experiencing significant growth in APAC and Europe. This class of vehicles, positioned between subcompact and mid-size cars, gains popularity due to increasing consumer demand for personal mobility and more efficient, eco-friendly options. In densely populated regions, compact cars offer easier handling and lower emissions, contributing to a 50% market share in some regions. Popular pre-owned models like the Fiat Panda and Volkswagen Golf in Europe undergo rigorous pre-sale inspections, including body damage assessment, suspension component inspection, and mileage verification methods. Refurbishment techniques, such as automotive diagnostic tools and mechanical inspection procedures, ensure optimal engine performance and safety.

    Consumer review aggregation and title verification services provide transparency, while repair cost estimation and parts replacement costs inform potential buyers. Fuel efficiency ratings, detailing services, and pre-purchase inspection checklists further enhance the buying experience. Online vehicle marketplaces employ pricing algorithms, vehicle financing options, and auction platform data to facilitate sales. Electrical system testing, maintenance record analysis, and emissions testing standards ensure transparency and safety. Safety recall checks, brake system evaluation, and fluid level checks complete the comprehensive assessment process.

    Request Free Sample

    The Compact segment was valued at USD 856.10 billion in 2019 and showed a gradual increase dur

  17. F

    Finland Used Car Market Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Mar 5, 2025
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    Data Insights Market (2025). Finland Used Car Market Report [Dataset]. https://www.datainsightsmarket.com/reports/finland-used-car-market-15204
    Explore at:
    ppt, doc, pdfAvailable 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
    Finland
    Variables measured
    Market Size
    Description

    The Finland used car market, valued at โ‚ฌ12.81 million in 2025, is projected to experience robust growth, driven by increasing vehicle ownership, particularly within urban areas, coupled with the affordability of used cars compared to new vehicles. The market's Compound Annual Growth Rate (CAGR) of 6.60% from 2025 to 2033 signifies a steady expansion, primarily fueled by the rising popularity of SUVs and MUVs among Finnish consumers. This segment growth reflects evolving lifestyle preferences and a shift towards larger, more family-oriented vehicles. The organized sector, encompassing established dealerships and online platforms, is expected to dominate, leveraging improved digital infrastructure and enhanced consumer trust in established brands. However, the unorganized sector still holds a significant share, primarily comprising private sales. Fuel type preferences are expected to gradually shift towards more fuel-efficient and environmentally friendly options like gasoline, diesel, and electric vehicles, although diesel will likely remain significant in the short term due to existing fleet composition. Challenges include potential fluctuations in used car prices due to macroeconomic factors and governmental regulations concerning emissions standards. Growth will be further influenced by the availability of certified pre-owned vehicles and the development of efficient online marketplaces and financing options. The competitive landscape is characterized by a mix of both domestic and international players, including established dealerships like Alltvex Oy and Jaakko Rinta-Jouppi, as well as newer entrants leveraging digital technologies. Market consolidation through mergers and acquisitions is anticipated. Increased consumer awareness of vehicle history and maintenance records is expected to further drive transparency and trust within the market. Future growth hinges on adapting to evolving consumer preferences, enhancing online platforms to provide a seamless buying experience, and adapting to the transition towards electric and alternative fuel vehicles. The rise of subscription-based car services also presents a potential influence on future market dynamics. Successful players will need to strategically balance price competitiveness, service quality, and an attractive range of vehicles to cater to the diverse needs of the Finnish used car market. This report provides a detailed analysis of the dynamic Finland used car market, offering invaluable insights for businesses, investors, and policymakers. With a study period spanning 2019-2033, a base year of 2025, and a forecast period of 2025-2033, this comprehensive study unravels the market's current state and future trajectory. We delve into key segments, including vehicle types (hatchbacks, sedans, SUVs, MUVs), vendor types (organized, unorganized), and fuel types (gasoline, diesel, electric, alternative fuels), providing granular data to support informed decision-making. The report leverages high-search-volume keywords such as "Finland used car market," "used car sales Finland," "Finnish used car prices," and "Finland automotive market" to ensure maximum online visibility. Recent developments include: July 2023: Kamux Corporation announced the opening of a new flagship showroom in the Lakalaiva area in Tampere, Finland. Through this inauguration, the company expanded its facilities across the country., December 2022: Schibsted acquired 79% of consumer-to-business (C2B) used car auction marketplace AutoVex, Finland. Through this acquisition, the company expanded its facilities across the country.. Key drivers for this market are: Decline in New Car Sales. Potential restraints include: Trust And Transparency In Used Car Remained A Key Challenge For Consumers. Notable trends are: Online sales channel for Used Cars is gaining Momentum.

  18. ๐Ÿš˜ Used Car Sales Synthetic Dataset

    • kaggle.com
    zip
    Updated Mar 10, 2025
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    Sandeep SD (2025). ๐Ÿš˜ Used Car Sales Synthetic Dataset [Dataset]. https://www.kaggle.com/datasets/sandeep1080/used-car-sales
    Explore at:
    zip(339180 bytes)Available download formats
    Dataset updated
    Mar 10, 2025
    Authors
    Sandeep SD
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    ๐ŸŒŸ Enjoying the Dataset? ๐ŸŒŸ

    If this dataset helped you uncover new insights or make your day a little brighter. Thanks a ton for checking it out! Letโ€™s keep those insights rolling! ๐Ÿ”ฅ๐Ÿ“ˆ

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F23961675%2F69e44b2f4567f1560e046d8aea4ab1db%2FScreenshot%202025-01-22%20at%2020.16.32.jpg?generation=1737573470967692&alt=media" alt="">

    Dataset Overview:
    This dataset features 10,000 records of used car sales from 2015 to 2024, capturing various aspects of the sales process. It includes details such as car make, model, distributor, location, and pricing. The dataset is designed to aid in analyzing trends in used car sales, including price fluctuations, sales patterns, and agent performance. Each record is enriched with attributes like mileage, engine power, and sale status, providing a comprehensive view of the used car market over the decade. This dataset is ideal for data analysis projects, offering insights into the automotive sales industry. Feel free to explore the data and uncover patterns that could inform decision-making in car sales and marketing.

    Why Use This Dataset?

    1. Analyzing sales trends and performance over time.
    2. Exploring relationships between car features, pricing, and sales margins.
    3. Developing machine learning models to predict sales status or customer feedback.
    4. Studying the impact of distributor strategies and sales agent performance.

    Happy Learning!๐Ÿ˜Š Thank you!๐Ÿ‘

  19. UK|Europe Used Car Market Analysis, Size, and Forecast 2025-2029

    • technavio.com
    pdf
    Updated Feb 15, 2025
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    Technavio (2025). UK|Europe Used Car Market Analysis, Size, and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/uk-used-car-market-analysis
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Feb 15, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    United Kingdom
    Description

    Snapshot img

    UK Used Car Market Size 2025-2029

    The uk used car market size is forecast to increase by USD 39.5 billion, at a CAGR of 6.2% between 2024 and 2029.

    The Used Car Market in the UK is driven by the excellent value for money proposition that pre-owned vehicles offer, making them an attractive alternative to new cars for many consumers. Another significant trend shaping the market is the increasing preference for car subscription services, which provide flexibility and convenience for customers. However, the market also faces challenges, including the growing importance of digital touchpoints in the car buying process and the need for dealers to adapt and improve their online presence. Additionally, the rise of car subscription services poses a threat to traditional dealership models, requiring dealers to explore new business models and revenue streams to remain competitive. Companies seeking to capitalize on market opportunities and navigate challenges effectively should focus on enhancing their digital presence, offering flexible and convenient purchasing options, and exploring partnerships with car subscription services.

    What will be the size of the UK Used Car Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The used car market in the UK is influenced by various factors, including the exterior and interior condition of the vehicles, financial history, economic trends, and consumer demand. Financially sound buyers prefer cars with well-maintained exteriors and interiors, ensuring lower car ownership costs in the long run. Economic trends, such as inflation and interest rates, impact car financing options and vehicle affordability. Maintaining a vehicle's fuel consumption within acceptable limits and adhering to the vehicle maintenance schedule is crucial for reliable performance and resale value. Financial institutions consider a vehicle's title, accident history, and service records when assessing car financing options. Emerging technologies, such as electric vehicles and autonomous driving, are transforming the industry, while insurance coverage, safety ratings, and vehicle age & mileage remain essential factors in consumer decision-making. Previous owners, engine size & type, transmission options, and vehicle features & equipment also influence consumer preferences. Car repair costs, loan terms, car financing options, and industry innovations contribute to market volatility. Registration documents, vehicle history records, and insurance coverage are essential for transparency and trust. Understanding the impact of these factors on car ownership costs is crucial for businesses operating in the UK used car market.

    How is this market segmented?

    The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. ChannelOrganizedUnorganizedVehicle TypeCompact carSUVMid sizeSales ChannelDealershipsOnline PlatformsPrivate SalesFuel TypePetrolDieselHybridElectricGeographyEuropeUK

    By Channel Insights

    The organized segment is estimated to witness significant growth during the forecast period.

    The used car market in the UK is characterized by various entities that influence its dynamics and trends. Depreciation and car insurance premiums are significant factors that impact the affordability of used cars. Safety features, a priority for consumers, are increasingly being incorporated into used vehicles through refinishing and upgrades. Car rental companies offer flexible mobility solutions, while automotive technology advances drive the adoption of vehicle diagnostics and digital car retailing. Used car dealerships and online marketplaces facilitate transactions with vehicle inspections, mileage verification, and consumer reviews. Sustainable transportation initiatives and online payment systems are shaping the market, as are car leasing agreements, price elasticity, and inflation rates. Fuel efficiency, car finance options, and driving assistance systems are key considerations for buyers. Government incentives and emissions standards influence consumer spending patterns, with a growing interest in alternative fuel vehicles and hybrid car technology. Fleet management services and car maintenance costs are essential services for businesses and individuals alike. Industry regulations and consumer protection laws ensure transparency and trust in the market. Used car warranty, customer satisfaction ratings, and brand reputation are crucial factors for buyers. The market share dynamics of organized companies, including dealership chains, online marketplaces, and OEM-affiliated dealerships, are shaped by their ability to provide guarantees, technical expertise, and

  20. N

    Norway Used Car Market Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Mar 5, 2025
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    Data Insights Market (2025). Norway Used Car Market Report [Dataset]. https://www.datainsightsmarket.com/reports/norway-used-car-market-15209
    Explore at:
    pdf, ppt, 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
    Norway
    Variables measured
    Market Size
    Description

    The Norway used car market, valued at approximately 3 million in 2025, is experiencing robust growth, exceeding a compound annual growth rate (CAGR) of 5.50%. This expansion is driven by several factors. Increasing vehicle ownership, particularly among younger demographics and those seeking more affordable transportation options compared to new cars, fuels demand. Furthermore, a growing preference for pre-owned vehicles aligns with broader sustainability trends, as used cars generally have a lower carbon footprint than newly manufactured ones. The shift towards electric vehicles (EVs) is also impacting the market, creating a segment with unique dynamics including higher demand for used EVs as prices of new models decrease. However, challenges exist, including fluctuating used car prices influenced by global economic conditions and supply chain disruptions, and a potential imbalance between supply and demand due to variations in the availability of specific vehicle types. The market is segmented by vehicle type (hatchback, sedan, SUV, MUV), vendor type (organized, unorganized), and fuel type (gasoline, diesel, electric, other). Key players include OOYYO Corporation, Birger N Haug, Bilia, Autonett Bergen AS, CarNext co, RSA BIL, Toyota South, TrueCar Inc, Egeland Auto, and Lee Auto Malls, all competing for market share within these diverse segments. The forecast period of 2025-2033 projects continued growth, though the rate may fluctuate based on economic factors and government policies impacting vehicle ownership and emissions standards. The dominance of specific segments, like SUVs and EVs, will likely evolve based on consumer preferences and technological advancements. The organized sector is anticipated to grow faster than the unorganized sector due to factors such as improved online platforms, financing options, and enhanced customer service. Monitoring the interplay of these drivers, trends, and restraints will be crucial to understanding the trajectory of the Norwegian used car market over the forecast period. A proactive approach to addressing potential challenges like fluctuating prices and maintaining adequate supply across all segments will be necessary for market participants to fully capitalize on the anticipated growth. This comprehensive report provides a detailed analysis of the Norway used car market, covering the period from 2019 to 2033. It offers invaluable insights into market size, trends, and future growth potential, incorporating high-search-volume keywords like "Norway used car market," "used car sales Norway," "Norwegian used car prices," and "electric used cars Norway." The report uses 2025 as the base year and provides estimations for 2025 and forecasts for 2025-2033, based on historical data from 2019-2024. This in-depth analysis will be crucial for businesses operating in or looking to enter the dynamic Norwegian used car market. Recent developments include: January 2023: Bilia entered into an agreement with Great Wall Motor to become the official importer and dealer of their car brands in Norway. The primary goal is to strengthen the presence of both new and used cars in the Norwegian market., June 2022: TrueCar Inc. successfully acquired Digital Motors, marking a significant milestone in its strategy to advance the digital car buying and selling experience through its TrueCar+ marketplace.. Key drivers for this market are: Rise in Price of New Cars. Potential restraints include: Trust And Transparency In Used Car Remained A Key Challenge For Consumers. Notable trends are: Growing Adoption of Online Services to Witness Major Growth.

Share
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Email
Click to copy link
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Close
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Taeef Najib (2023). Used Car Price Prediction Dataset [Dataset]. https://www.kaggle.com/datasets/taeefnajib/used-car-price-prediction-dataset
Organization logo

Used Car Price Prediction Dataset

Predict the price of a used vehicle

Explore at:
2 scholarly articles cite this dataset (View in Google Scholar)
zip(112006 bytes)Available download formats
Dataset updated
Sep 15, 2023
Authors
Taeef Najib
License

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

Description

Used Car Price Prediction Dataset is a comprehensive collection of automotive information extracted from the popular automotive marketplace website, https://www.cars.com. This dataset comprises 4,009 data points, each representing a unique vehicle listing, and includes nine distinct features providing valuable insights into the world of automobiles.

  • Brand & Model: Identify the brand or company name along with the specific model of each vehicle.
  • Model Year: Discover the manufacturing year of the vehicles, crucial for assessing depreciation and technology advancements.
  • Mileage: Obtain the mileage of each vehicle, a key indicator of wear and tear and potential maintenance requirements.
  • Fuel Type: Learn about the type of fuel the vehicles run on, whether it's gasoline, diesel, electric, or hybrid.
  • Engine Type: Understand the engine specifications, shedding light on performance and efficiency.
  • Transmission: Determine the transmission type, whether automatic, manual, or another variant.
  • Exterior & Interior Colors: Explore the aesthetic aspects of the vehicles, including exterior and interior color options.
  • Accident History: Discover whether a vehicle has a prior history of accidents or damage, crucial for informed decision-making.
  • Clean Title: Evaluate the availability of a clean title, which can impact the vehicle's resale value and legal status.
  • Price: Access the listed prices for each vehicle, aiding in price comparison and budgeting.

This dataset is a valuable resource for automotive enthusiasts, buyers, and researchers interested in analyzing trends, making informed purchasing decisions or conducting studies related to the automotive industry and consumer preferences. Whether you are a data analyst, car buyer, or researcher, this dataset offers a wealth of information to explore and analyze.

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