🚗 Used Car Price Dataset: A dataset for predicting used car price 📊

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:

• 🛣️ 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.
• 📉 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.
• 📱 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: - 📈 Market Research: Conduct in-depth market research to identify trends, fluctuations, and hotspots in the used car industry. - 🤖 Predictive Modeling: Build robust machine learning models to predict resale values, assisting buyers, sellers, and dealerships in making informed decisions. - 🚀 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. 🧑‍💻 Data Science Projects: Integrate this dataset into your data science projects to explore and analyze factors impacting used car prices. 2. 🚀 Predictive Modeling: Train machine learning models to predict resale values based on historical data and a wide array of vehicle attributes. 3. 🚗 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

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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.

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.

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

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.

Used Car Prices MoM in the United States decreased to -2 percent in October from -0.20 percent in September of 2025. This dataset includes a chart with historical data for the United States Used Car Prices MoM.

The European used car market continues to experience elevated prices, with the Harmonized Consumer Price Index for used cars in the Euro area reaching 121.24 in February 2025. This represents a significant increase of 21.24 points compared to the base year. The upward trend in used car prices began in early 2021 and has yet to show substantial signs of returning to pre-pandemic levels. Despite this persistent elevation, there is a growing sentiment among industry professionals that prices may start to stabilize or even decrease in the near future. Dealer expectations and market dynamics A December 2024 survey revealed that over 40 percent of European used car dealers anticipated a decrease in used car prices for 2025. This expectation aligns with the recent flattening of the price index curve observed in late 2024 and early 2025. However, about a third of the surveyed dealers believed prices would remain stable, indicating a divided outlook on the market's future direction. Consumer behavior and regional variations The used car market continues to play a significant role in vehicle ownership, particularly among younger Europeans. Nearly 60 percent of household cars available to people under 30 years old in Europe were purchased as used vehicles. This trend varies across countries, with France and Norway showing higher rates of used car ownership among young people compared to Southern European countries like Spain and Italy. Additionally, regional differences in used car mileage and transaction volumes highlight the diverse nature of the European used car market. Spain, for instance, reported the highest year-over-year increase in used car transactions as of the fourth quarter of 2024, with a 12.3 percent rise.

🚗 2025 Used Car Market Dataset 🚗 This dataset is carefully prepared for data scientists, analysts, and researchers who want to analyze the 2025 used car market. With approximately 2,500 rows and 13 different features, this dataset serves as a powerful resource for exploring pricing trends, brand-model preferences, and vehicle history.

📊 Dataset Contents:

price → Vehicle price brand → Brand model → Model year → Manufacturing year mileage → Mileage information title_status → Vehicle title status (Clean, Salvage, etc.) color → Color information vin, lot → Vehicle identification details 🎯 Use Cases: ✔️ Machine learning projects – Price prediction, regression models ✔️ Data analysis & visualization – Analyzing market trends ✔️ Used car market research

🔹 This dataset is clean, well-structured, and ready for use—start your analysis right away! We’d love to hear feedback from the Kaggle community. 🚀

👉 Let’s explore this data and uncover valuable insights together! 💡

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.

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.
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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

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.

United States - Consumer Price Index for All Urban Consumers: Used Cars and Trucks in U.S. City Average was 184.56800 Index 1982-84=100 in September of 2025, according to the United States Federal Reserve. Historically, United States - Consumer Price Index for All Urban Consumers: Used Cars and Trucks in U.S. City Average reached a record high of 216.87600 in February of 2022 and a record low of 20.00000 in March of 1956. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Consumer Price Index for All Urban Consumers: Used Cars and Trucks in U.S. City Average - last updated from the United States Federal Reserve on December of 2025.

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?

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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.

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

The Used Car Market Report is Segmented by Vehicle Type (Hatchback, Sedan, and More), Vendor Type (Organized and Unorganized), Fuel Type (Gasoline, Diesel, and More), Sales Channel (Online Platforms and More), Vehicle Age (Below 3 Years and More), Mileage (Less Than 20, 000 Kms and More), Price Band (Less Than USD 10, 000 and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD) and Volume (Units).

1) Data Introduction • The Used Car Prices in india dataset contains information on the prices and related characteristics of used cars sold in India. • Key features include the car’s brand, model, manufacturing year, mileage, fuel type, transmission type, number of owners, engine displacement, horsepower, number of seats, and new car price.

2) Data Utilization (1) Characteristics of the Used Car Prices in india Dataset • This dataset includes various attributes related to the prices of used cars traded in India, making it useful for analyzing trends in the used car market. • It provides valuable data for analyzing and predicting the factors that affect used car prices.

(2) Applications of the Used Car Prices in india Dataset • Market Analysis: This dataset is useful for analyzing trends in the used car market, understanding price fluctuations, and identifying patterns in market demand. • Predictive Modeling: Based on the various attributes, predictive models can be developed to estimate the prices of used cars. • Business Insights: This data can be leveraged to analyze consumer preferences, market demand, and pricing strategies, helping businesses formulate their market strategies.

The India Used Car Market Report is Segmented by Vehicle Type (Micro/Hatchback, SUV, and More), Vendor Type (OEM-Certified Franchise, and More), Fuel Type (Petrol, Battery-Electric, and More), Vehicle Age (Less Than 3 Years, and More), Ownership Count (First-Owner, and More), Transmission (Manual and Automatic), Price Band, and Region. The Market Forecasts are Provided in Terms of Value (USD) and Volume (Units).

Dataset Overview This dataset contains 10,000+ used car listings from the UAE market with detailed features, pricing, and conditions. Whether you're analyzing market trends, building price prediction models, or training AI models for car valuation, this dataset is designed to provide real-world insights.

Key Features ✔ 10,000+ used car records from the UAE 🇦🇪 ✔ Includes Make, Model, Year, Mileage, Price, Body Type, Transmission, Fuel Type, and Color ✔ Realistic price variations based on UAE market conditions ✔ Includes damage reports and custom descriptions ✔ Ideal for Machine Learning, Data Analysis, and AI-powered price prediction

Potential Use Cases 🔹 Car Price Prediction using Machine Learning 🔹 Car Market Trends Analysis in the UAE 🔹 AI-powered Auction Pricing Models 🔹 Car Resale Value Estimation

Context :

In order to assist data scientists, analysts, and machine learning enthusiasts in creating predicting models for automobile pricing, the automobile Price Prediction Dataset is intended to offer an extensive collection of vehicle-related information. In order to replicate a genuine automobile market, the dataset includes a wide variety of car brands, models, manufacture years, and technical characteristics. It can be used to investigate how different elements affect an automobile's resale value, including mileage, engine size, fuel type, gearbox type, and brand reputation. Projects concentrating on price optimization, data visualization, and regression analysis in the automotive sector will benefit greatly from this dataset.

Content :

Ten attributes and 2,500 entries make up this dataset, each of which represents a crucial aspect of a distinct car. Vehicle ID, Brand, Model, Year of production, Engine Capacity (liters), Fuel Type, Transmission Type (manual or automatic), Mileage (kilometers), Condition (new, used, or like new), and Price (in USD) are among the factors. Effective analysis and modeling are made possible by the completeness and organization of all the values. Regression models for predicting automobile values, spotting market trends, and investigating connections between vehicle features and their effect on valuation can all be successfully trained using this dataset.

The France Used Car Market Report is Segmented by Vendor Type (Organized and Unorganized), Vehicle Type (Hatchbacks and More), Fuel Type (Petrol, Diesel, and More), Vehicle Age (0 -2 Years, 3 -5 Years, and More), Price Segment (Under USD 5, 000, USD 5, 000 – 9, 999, and More), Sales Channel (Online [Digital Classifieds Portals and More] and Offline). The Market Forecasts are Provided in Terms of Value (USD) and Volume (Units).

Dataset Description:

This dataset contains scraped data from Cars24, a popular online marketplace for buying and selling used cars. It provides detailed information on various pre-owned car listings, including:

• Model Name and Manufacturing Year
• Price and KM Driven (mileage)
• Engine Capacity and Fuel Type
• Transmission Type (Manual/Automatic)
• Ownership History (First-hand, Second-hand, etc.)
• Availability of Spare Key
• Imperfections and Repainted Parts

This dataset can be useful for data analysis, machine learning models, and business insights related to used car pricing, depreciation trends, and market demand.

Potential applications include:
✔️ Price Prediction Models
✔️ Resale Value Analysis
✔️ Identifying Key Factors Affecting Car Prices
✔️ Customer Preference Insights

Whether you're a data scientist, analyst, or automotive enthusiast, this dataset provides valuable insights into the used car market. 🚗📊