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.

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.

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.

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

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.

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.

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.

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

🚗 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! 💡

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.

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.

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.

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.

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.
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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

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.

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. 🚗📊

1) Data Introduction • The USA - 2025 - Car Price Dataset includes 13 key characteristics, including vehicle price, brand, model, year, mileage, color, and title status, based on approximately 2,500 used car transaction information in the U.S., allowing you to analyze price trends and brand-specific preferences in the 2025 U.S. used car market.

2) Data Utilization (1) USA - 2025 - Car Price Dataset has characteristics that: • This dataset includes a variety of vehicle and transaction-related characteristics, including vehicle price, brand, model, year, mileage, title status, color, vehicle identification information (vin, lot). (2) USA - 2025 - Car Price Dataset can be used to: • Used Car Price Forecasting Model Development: Using key characteristics such as brand, model, year, mileage, etc., used car price forecasting and valuation models based on machine learning can be built. • Market trends and consumer analysis: Data analysis can be used to understand market trends and consumer preferences, including yearly and brand price changes, popular models, and correlations between mileage and price.

In the United States, the average selling price for a new light vehicle came to around ****** U.S. dollars in 2024. New light vehicles were about *** percent more expensive in 2024 than in 2023. What is the price of a new car in the U.S.?     New automobiles and light trucks were on around ****** U.S. dollars more expensive than used light vehicles: the average selling price for used vehicles amounted to about ****** U.S. dollars in 2024. This increasing price gap between new and used vehicles is partly linked to the industry's recovery from the semiconductor shortage, which led to higher new vehicle inventory and reduced pressure on the used vehicle market. The semiconductor shortage  The hike in prices across the board recorded in 2022 can be in part attributed to the global automotive chip shortage, which started in 2021 as demand rebounded from the COVID-19 pandemic. The average price rise could be observed across segments, with new full-size SUV/crossover vehicles averaging ****** U.S. dollars as of December 2022.

🚗 Used Car Price Prediction Dataset

📌 Subtitle

Comprehensive Used Car Dataset from India with 7,400 Listings and 29 Features for Price Prediction and Analysis

📝 Description

This dataset contains detailed information about used cars listed for sale in India.
It can be used for:

• Regression → Predicting car prices (sale_price)
• Classification → Predicting features like car_rating, car_availability, or warranty_avail
• EDA → Analyzing market trends, buyer preferences, and pricing strategies

The dataset is highly suitable for Machine Learning, Deep Learning, and Data Visualization projects.

📊 Columns Description

🔑 Key Points

• Rows: 7,400 used car listings
• Columns: 29 attributes (numerical, categorical, and boolean)
• Target Variable: sale_price
• Possible Tasks: Price Prediction, Trend Analysis, Buyer Behavior Modeling

💡 Inspiration

• Can we accurately predict the selling price of a used car?
• How do factors like fuel type, year of manufacture, and kilometers driven affect resale value?
• Do premium brands retain value better than budget cars?
• Can we identify market trends across cities in India?