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you are given dataset which contains information about automobiles. The dataset contains 399 rows of 9 features
The dataset consists of the following columns:
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The North America Automotive Market Report is Segmented by Vehicle Type (Passenger Cars, Light Commercial Vehicles, and More), Propulsion Type (ICE, and More), Sales Channel (OEM-Franchised Dealer, and More), Level of Automation (Level 0–1, Level 2, Level 3, and Level 4–5), and Country (United States, Canada, Rest of North America). The Market Forecasts are Provided in Terms of Value (USD) and Volume in Units.
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Automobile wholesalers are crucial in distributing vehicles, such as new and used automobiles, light and heavy trucks, SUVs, motorcycles, trailers, buses and motor homes. However, their scope excludes motor vehicle parts or tire sellers. Amidst this backdrop, wholesalers have navigated turbulent supply chains and fluctuating economic conditions. The complexity of managing these challenges has been significant, as they deal with disruptions in metal and electronic component supplies, leading to increased purchase costs and diminished profit margins. Revenue has strengthened at an expected CAGR of 4.4% to $924.5 billion through the current period, including a 2.6% increase in 2025, with profit accounting for 3.7% of revenue. The industry has undoubtedly faced uncertain times recently, marked by severe supply shortages. These shortages have driven up purchasing prices, impacting profitability. Nonetheless, the strong performance of the used car market has offered some relief, balancing the decline in new car sales, particularly in 2022. Furthermore, introducing electric vehicles (EVs) and hybrid models has provided a fresh revenue stream, aiding wholesalers in adapting to shifting market demands. As consumers increasingly look towards more environmentally friendly options, the presence of these vehicles in inventories has become essential for maintaining relevance and profit. Looking ahead, the automotive wholesale industry anticipates accelerated growth. Improved economic conditions, rising per capita disposable income, and elevated consumer confidence are expected to drive increased consumer spending. This trend suggests a boost in new car purchases and a surge in demand for more expensive vehicle models. Environmental considerations and supportive government policies are poised to reshape the market. With the increased adoption of EVs, wholesalers will need to revamp their inventories to align with evolving consumer preferences. Also, incentives like rebates and tax breaks for fuel-efficient vehicles are expected to enhance their appeal, pushing the industry towards a more sustainable future. Revenue will climb at an expected CAGR of 2.3% to $1,037.0 billion through the outlook period, where profit will climb to 3.8%.
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The Car Prices dataset contains detailed information about various car models, including their manufacturing year, make, model, trim, body type, transmission, and state of condition. With over 550,000 entries, this dataset is an excellent resource for exploring trends in car prices, analyzing market value fluctuations, and developing predictive models for the automotive industry.
| Year | Make | Model | Trim | Body | Transmission | State | Condition | Odometer |
|---|---|---|---|---|---|---|---|---|
| 2015 | Kia | Sorento | LX | SUV | Automatic | CA | 5 | 16,639 |
| 2014 | BMW | 3 Series | 328i | Sedan | Automatic | CA | 4 | 13,310 |
| 2015 | Nissan | Altima | 2.5 S | Sedan | Automatic | CA | 1 | 5,554 |
| 2014 | Chevrolet | Camaro | LT | Convertible | Automatic | CA | 3 | 4,809 |
| 2015 | Ford | Fusion | SE | Sedan | Automatic | CA | 2 | 5,559 |
This dataset is available under the MIT License, making it suitable for both commercial and non-commercial use.
Download Now and explore the intricacies of car prices with this rich and diverse dataset!
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The Automotive Dashboard Market Report is Segmented by Type (LCD/TFT Digital Dashboard and More), Vehicle Type (Passenger Cars and More), Sales Channel (OEM and Aftermarket), Component (Display Panel, Control Electronics and SoC, and More), Display Size (Less Than 7-Inch and More), Technology (LCD, OLED / Mini-LED, and More), and Geography (North America and More). The Market Forecasts are Provided in Terms of Value (USD).
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The automotive dashboard market share is expected to increase by 17.69 million units from 2021 to 2026, at a CAGR of 3.70%. This automotive dashboard market research report provides valuable insights on the post COVID-19 impact on the market, which will help companies evaluate their business approaches. The automotive dashboard market report also offers information on several market vendors, including Continental AG, Dongfeng Motor Parts and Components Group Co. Ltd., Faurecia SE, Lear Corp., Marelli Holdings Co. Ltd., Minda Corp. Ltd., SAIC Motor Corp. Ltd., Sterling Technologies Inc., Toyoda Gosei Co. Ltd., and Visteon Corp. among others. Furthermore, this report extensively covers automotive dashboard market segmentation by vehicle type (passenger vehicles and commercial vehicles) and geography (APAC, North America, Europe, South America, and MEA).
What will the Automotive Dashboard Market Size be During the Forecast Period?
Download the Free Report Sample to Unlock the Automotive Dashboard Market Size for the Forecast Period and Other Important Statistics
Automotive Dashboard Market: Key Drivers, Trends, and Challenges
The rising adoption of advanced driver assistance systems is notably driving the automotive dashboard market growth, although factors such as sharp decline in automobile production and sales may impede the market growth. Our research analysts have studied the historical data and deduced the key market drivers and the COVID-19 pandemic impact on the automotive dashboard industry. The holistic analysis of the drivers will help in deducing end goals and refining marketing strategies to gain a competitive edge.
Key Automotive Dashboard Market Driver
One of the key factors driving growth in the automotive dashboard market is the rising adoption of advanced driver assistance systems. The adoption of advanced driver assistance systems coupled with the increasing levels of electrification in vehicles are transforming the dashboards of both passenger and commercial vehicles. The role of infotainment systems will become primary for the smooth operation of the vehicles and for ensuring passengers' safety, security, and comfort. With the evolution of technology, automotive dashboards will undergo significant changes in the near future, provisioning an enormous scope for the market to expand during the forecast period. The trends in the automotive industry, such as connected vehicles, autonomous vehicles, and electric vehicles, will shift the focus of automakers to interiors for product differentiation to attract customers. Thus, it would further propel the demand for innovative and up-to-date automotive dashboards during the forecast period.
Key Automotive Dashboard Market Trend
The technological developments creating demand for digital dashboards is another factor supporting the automotive dashboard market share growth. With the advancements in technology, newly introduced dashboards have also been integrating the display of gauges and controls, as well as information, climate control, and entertainment systems. The demand for digital dashboards is largely dependent on sales of premium and luxury vehicles, as these dashboards are of high cost due to the integration of the latest technology. The was a gradual rise in the demand for luxury and premium vehicles in 2021 leading to a rise in demand for digital automotive dashboards. The increase in demand for luxury and premium vehicles will further drive the demand for digital dashboards during the forecast period leading to significant growth in the global automotive dashboard market.
Key Automotive Dashboard Market Challenge
The sharp decline in automobile production and sales will be a major challenge for the automotive dashboard market during the forecast period. All passenger vehicles and commercial vehicles have a dashboard. Therefore, the overall production and sales of automobiles will impact the global automotive dashboard market. Since 2018, the global automotive market has been registering a slump in sales and production, leading to a decline in the demand for several automotive components, such as automotive dashboards. In other major automotive manufacturing countries, such as India, Japan, and the US, automotive production registered growth during 2017-2018. However, a slowdown in the growth rate of the sales of vehicles in 2019 and 2020 is increasing the inventory cost for OEMs and compelling them to reduce or temporarily stop production. Such factors adversely affect automotive sales and production, which further reduce the demand for automotive components and parts in the global automotive market and hamper the growth of the global automotive dashboard market.
This automotive dashboard market analysis report also provides detailed information on other upcoming trends and challenges that will have a far-reaching effect on the market growth. The actionable insights on the trend
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Automotive Digital Services Market size was valued at USD 3.63 Billion in 2024 and is projected to reach USD 11.70 Billion by 2031, growing at a CAGR of 12.4% from 2024 to 2031.Global Automotive Digital Services Market DriversA growing number of consumers are requesting connectivity in their cars, expecting them to have the same level of connectivity as their smartphones. The market for vehicle digital services is largely driven by this need for continuous connectivity. The whole driving experience is improved by connected automobiles' capabilities, which include in-car entertainment, remote diagnostics, and real-time traffic information.Technological developments in IoT and telematics: The development of vehicle digital services has been greatly aided by telematics and the Internet of Things (IoT). automobiles may now connect with infrastructure, outside devices, and other automobiles thanks to the Internet of Things. This opens the door to improved convenience, safety, and navigation features.Growing Interest in Autonomous Vehicles: Another significant factor propelling the automotive digital services industry is the advancement of autonomous vehicles. For connection with other cars and infrastructure, these vehicles mostly rely on digital services like GPS navigation, real-time data processing, and connectivity.
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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
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Strong growth in developing economies, like the BRICS and ASEAN member nations, has driven revenue for global car dealers despite slowdowns in established economies, like North America and Europe. Developed economies focus largely on value-added car purchases, while emerging markets focus primarily on volume. The transition to SUVs and crossovers with more safety and entertainment features has driven growth; in particular, these models’ surging adoption rates have created numerous growth opportunities in developing economies. Even so, elevated interest rates across many key markets and mixed global consumer sentiment have somewhat constrained post‑pandemic growth. Overall, revenue has expanded at an expected CAGR of 2.2% to $4.3 trillion through the current period, including 1.8% growth in 2025, with profit supported by disciplined pricing and a balanced new‑used‑service mix. Supply chain disruptions lifted vehicle prices and inventory costs, and while semiconductor availability has improved, trim constraints and logistics volatility persist, moderating pricing power as incentives return. Dealers maintained revenue and profit by leaning on certified used, faster‑turning trims and transparent payment tools, while volatile oil markets reinforced demand for fuel‑efficient powertrains. Omnichannel capabilities—digital pricing, instant trade valuations, e‑signing and remote delivery—have reshaped sales, favoring scaled dealership groups over independents. Car dealers will continue to contend with substitutes, even as economic conditions improve and consumer sentiment rebounds through the outlook period. Government incentives and upstream innovations will also spur demand for electric and hybrid vehicles, generating strong per‑unit revenue from dealers, although hybrids are likely to outpace EVs where charging remains uncertain. Even so, slowing EV adoption rates in North America may dampen this segment’s growth potential. Consumer preferences will also continue to trend toward online vehicle shopping, which provides convenience and efficiency to busy consumers, creating greater competition with various online dealers and marketplaces. Overall, revenue is expected to climb at a CAGR of 1.7% to $4.7 trillion through 2030.
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The North American automotive industry, valued at $0.99 million in 2025 (assuming this figure represents a segment of the overall market, not the total), is projected to experience robust growth, driven by several key factors. A Compound Annual Growth Rate (CAGR) of 5.43% from 2025 to 2033 suggests a significant expansion in market size over the forecast period. This growth is fueled by increasing consumer spending on vehicles, particularly in passenger cars and light commercial vehicles, spurred by economic recovery and favorable financing options. The rising adoption of electric and hybrid vehicles, coupled with advancements in autonomous driving technology, represents a significant trend shaping the industry's trajectory. However, challenges remain, including supply chain disruptions which continue to impact production and pricing, rising raw material costs, and evolving consumer preferences that demand greater fuel efficiency and sustainable manufacturing practices. The market segmentation reveals significant variation in growth across vehicle types, with passenger cars and light commercial vehicles potentially outpacing growth in heavier commercial vehicles and two-wheelers due to differing economic sensitivities and technological advancements. Geographic distribution also plays a significant role, with the United States likely dominating the market share given its larger economy and vehicle ownership trends compared to Canada and the rest of North America. Major players like Fiat Chrysler Automobiles, General Motors, Ford, Toyota, and Tesla are strategically positioning themselves to capitalize on these emerging trends, investing heavily in electric vehicle (EV) development, innovative technologies, and sustainable manufacturing. The competitive landscape is fierce, with ongoing mergers, acquisitions, and strategic partnerships shaping the industry's structure. The forecast period will likely witness a consolidation of market share amongst the larger players, potentially leading to some smaller manufacturers exiting the market or being acquired. Furthermore, government regulations promoting clean energy and reducing emissions will significantly impact the industry's product offerings and manufacturing processes in the coming years. The consistent growth projected indicates a positive outlook, but the industry must adapt proactively to the challenges to maintain its momentum. This comprehensive report provides a detailed analysis of the North America automotive industry, encompassing the historical period (2019-2024), base year (2025), and forecast period (2025-2033). The study covers passenger cars, light commercial vehicles (LCVs), medium and heavy commercial vehicles (M&HCVs), and two-wheelers across the United States, Canada, and the Rest of North America. With a focus on market size (in million units), key players, and emerging trends, this report is an essential resource for businesses, investors, and policymakers seeking to understand this dynamic sector. Search terms used include: North America automotive market, automotive industry trends, electric vehicle market, commercial vehicle sales, passenger car sales, US automotive industry, Canadian automotive market. Recent developments include: July 2022: Cadillac unveiled the Celestiq show car, a vision of innovation that previews the brand's future handcrafted and all-electric flagship sedan. The Ultium-based electric show car previews some of the materials, innovative technologies, and hand-crafted attention to detail harnessed to express Cadillac's vision for the future., July 2022: Amazon began deploying its custom electric delivery vehicles from Rivian for package delivery, with the electric vehicles hitting the road in Baltimore, Chicago, Dallas, Kansas City, Nashville, Phoenix, San Diego, Seattle, and St. Louis, among other cities., January 2022: Tesla Inc. had a supply agreement with Talon Metals Corp., a subsidiary of Talon Nickel LLC, for the supply of nickel. This agreement will lead to the production of battery material from mine to battery cathode in order to make the electric vehicle battery more eco-friendly.. Key drivers for this market are: Growing Travel and Tourism Industry is Driving the Car Rental Market. Potential restraints include: Increasing Popularity of Ride-Sharing Services Pose Challenges for the Conventional Car Rental Market. Notable trends are: Rising Electric Mobility to Drive Demand in the Market.
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This dataset consists of data From the 1985 Ward's Automotive Yearbook. Here are the sources
1) 1985 Model Import Car and Truck Specifications, 1985 Ward's Automotive Yearbook. 2) Personal Auto Manuals, Insurance Services Office, 160 Water Street, New York, NY 10038 3) Insurance Collision Report, Insurance Institute for Highway Safety, Watergate 600, Washington, DC 20037
Number of Instances: 398 Number of Attributes: 9 including the class attribute
Attribute Information:
mpg: continuous cylinders: multi-valued discrete displacement: continuous horsepower: continuous weight: continuous acceleration: continuous model year: multi-valued discrete origin: multi-valued discrete car name: string (unique for each instance)
This data set consists of three types of entities:
I - The specification of an auto in terms of various characteristics
II - Tts assigned an insurance risk rating. This corresponds to the degree to which the auto is riskier than its price indicates. Cars are initially assigned a risk factor symbol associated with its price. Then, if it is riskier (or less), this symbol is adjusted by moving it up (or down) the scale. Actuaries call this process "symboling".
III - Its normalized losses in use as compared to other cars. This is the relative average loss payment per insured vehicle year. This value is normalized for all autos within a particular size classification (two-door small, station wagons, sports/specialty, etc...), and represents the average loss per car per year.
The analysis is divided into two parts:
Data Wrangling
Exploratory Data Analysis
Descriptive statistics
Groupby
Analysis of variance
Correlation
Correlation stats
Acknowledgment Dataset: UCI Machine Learning Repository Data link: https://archive.ics.uci.edu/ml/machine-learning-databases/autos/imports-85.data
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Automotive After-Sales Service Market size was valued at USD 1002.12 Billion in 2023 and is projected to reach USD 1407.10 Billion by 2030, growing at a CAGR of 5% during the forecast period 2024-2030.
Global Automotive After-Sales Service Market Drivers
The market drivers for the Automotive After-Sales Service Market can be influenced by various factors. These may include:
Boosting Automobile Sales: The need for after-sales services is directly impacted by the general increase in car sales worldwide. The demand for upkeep, repairs, and replacement parts increases as more cars are sold. Expanding Auto Park: The number of automobiles on the road is rising, which supports a growing aftermarket for automotive services. The need for maintenance, repairs, and replacement parts is fueled by an ageing car fleet. Increasing Complexity of Vehicles: Complex systems and cutting-edge technologies are standard on modern cars. The necessity for specialist after-sales services, such as software updates, diagnostics, and repairs for electronic componentry, is fueled by this complexity. Pay Attention to Customer Retention: After-sales care is emphasised by automakers and service providers as a way to increase client happiness and loyalty. Providing high-quality upkeep and repair services can encourage recurring business and enhance brand recognition. Technological Progress: Professional services are becoming more and more necessary due to advancements in automotive technology, such as linked cars and sophisticated safety measures. This covers maintenance of complex components, software updates, and diagnostics based on telematics. Raising Knowledge About Preventive Maintenance: Preventive maintenance is getting more and more popular among fleet operators and consumers. The need for scheduled maintenance services will rise as a result of the ability to prevent significant breakdowns through timely repairs and routine servicing. Increasing Net Worth: Consumers are more prepared to spend money on after-sales care and vehicle maintenance as disposable incomes rise. This pattern is especially noteworthy in developing nations where the middle class is expanding. Effect of E-commerce on Sales of Parts: The quick access to car parts is made possible by the proliferation of e-commerce platforms. A large selection of replacement parts are available online for customers and service providers, which boosts aftermarket sales. Extensive Criteria for Emissions: The need for services pertaining to emission control systems, catalytic converters, and other parts that help satisfy environmental standards is driven by regulatory requirements for lower emissions. Hybrid and electric car adoption: For after-sales service providers, the growing popularity of electric and hybrid vehicles brings both new opportunities and difficulties. This covers the upkeep of battery systems, electric drivetrains, and associated parts. The growth of service networks: To access a larger consumer base, automakers and service providers are growing their service networks internationally. This entails setting up authorised workshops, service centres, and alliances with independent repair facilities.
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The global automobile tools market is experiencing robust growth, driven by the expanding automotive industry and increasing vehicle production globally. While precise figures for market size and CAGR aren't provided, we can infer significant expansion based on the listed companies, regional breakdown, and the numerous segments within the market (maintenance, safety, assistance, detection tools applied across private cars, commercial vehicles, and other applications). Considering the presence of major global players like Snap-On, Makita, and Bosch (inferred presence due to industry dominance), alongside numerous regional manufacturers, the market is likely highly competitive and fragmented. The study period (2019-2033) suggests a long-term analysis, indicating a sustained period of growth. We can reasonably estimate the 2025 market size to be within a range of $30 to $40 billion USD, considering the scale of the automotive industry and the essential nature of automobile tools. A conservative CAGR of 5-7% is plausible for the forecast period (2025-2033), reflecting continued growth, though potentially slowing in later years due to market saturation and technological advancements affecting tool requirements. The market is segmented across various tool types, catering to diverse maintenance, safety, and diagnostic needs within the automotive sector. This segmentation signifies different growth trajectories for each category, with trends likely shifting towards more sophisticated and technologically advanced tools. Regional variations in market share are expected, with North America, Europe, and Asia Pacific likely dominating, driven by robust automotive manufacturing and aftermarket services. The continuous technological advancements in vehicle design and manufacturing processes necessitate the development and adoption of specialized tools. This factor, coupled with increasing vehicle ownership and the growth of the automotive repair and maintenance sector globally, further supports a positive outlook for the automobile tools market. However, factors like economic downturns and fluctuations in raw material prices could pose challenges to consistent growth. The increasing adoption of electric and autonomous vehicles might also necessitate the development of new tools and thus present both a challenge and an opportunity. Furthermore, the growing focus on sustainability and the circular economy could drive demand for environmentally friendly tools and tool manufacturing practices.
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The Edge Computing in Automotive Market Report is Segmented by Component (Hardware, Software and More), Deployment Model (On-Board Vehicle Edge, Network/MEC Edge and More), Vehicle Type (Passenger Cars, Light Commercial Vehicles and More), Application (Connected Cars (Infotainment and OTA), ADAS and Autonomous Driving, Traffic Management and V2I, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).
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Graph and download economic data for Motor Vehicle Retail Sales: Domestic Autos (DAUTOSA) from Jan 1967 to Aug 2025 about headline figure, retail trade, vehicles, domestic, new, sales, retail, and USA.
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The global big data market in the automotive industry size was valued at USD 7.09 billion in 2024, North America occupies the third-largest market share.
Report Scope:
| Report Metric | Details |
|---|---|
| Market Size in 2023 | USD 6.12 Billion |
| Market Size in 2024 | USD 7.09 Billion |
| Market Size in 2030 | USD 23.61 Billion |
| CAGR | 16.23% (2024-2030) |
| Base Year for Estimation | 2023 |
| Historical Data | 2020-2022 |
| Forecast Period | 2024-2030 |
| Report Coverage | Revenue Forecast, Competitive Landscape, Growth Factors, Environment & Regulatory Landscape and Trends |
| Segments Covered | By Application,By Region. |
| Geographies Covered | North America, Europe, APAC, Middle East and Africa, LATAM, |
| Countries Covered | U.S., Canada, U.K., Germany, France, Spain, Italy, Russia, Nordic, Benelux, China, Korea, Japan, India, Australia, Taiwan, South East Asia, UAE, Turkey, Saudi Arabia, South Africa, Egypt, Nigeria, Brazil, Mexico, Argentina, Chile, Colombia, |
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These datasets are often used for various purposes such as market research, product development, predictive modeling, risk assessment, and academic research in fields like transportation engineering, automotive engineering, data science, and machine learning. Numerous organizations, including automotive manufacturers, research institutions, government agencies, and data providers, contribute to the creation and distribution of car datasets. Additionally, many datasets are freely available online, while others may require purchase or access through subscription services.
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Discover the booming Automobile Non-metallic Components market! This in-depth analysis reveals key trends, growth drivers, leading companies (Plastic Omnium, Toyoda Gosei, etc.), and regional insights (North America, Europe, Asia-Pacific). Explore the future of lightweight vehicles and innovative materials in the automotive industry from 2025-2033.
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Discover the booming predictive automobile technology market! This in-depth analysis reveals market size, growth trends (CAGR), key players (BMW, IBM, etc.), regional breakdowns, and future forecasts (2025-2033). Learn about applications like predictive maintenance, smart parking, and driving pattern analysis.
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if you found it useful, Make an upvote 🔼.
you are given dataset which contains information about automobiles. The dataset contains 399 rows of 9 features
The dataset consists of the following columns: