Total Vehicle Sales in the United States decreased to 15.30 Million in October from 16.40 Million in September of 2025. This dataset provides the latest reported value for - United States Total Vehicle Sales - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

This dataset contains raw data on car sales from Cars.com. It includes detailed information about each car, such as the model, condition, mileage, year of production, dealer name, as well as total and monthly prices. The data was extracted from 500 pages of the site and is stored in its raw format, ready for cleaning and further analysis. This dataset is intended for research and analysis purposes in the automotive industry, enabling market studies, price forecasting, and trend analysis.

Autos include all passenger cars, including station wagons. The U.S. Bureau of Economic Analysis releases auto and truck sales data, which are used in the preparation of estimates of personal consumption expenditures.

Total Vehicle Sales in China increased to 3322000 Units in October from 3226000 Units in September of 2025. This dataset provides - China Total Vehicle Sales- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Worldwide car sales grew to around ** million automobiles in 2024, up from around **** million units in 2023. Throughout 2020 and 2021, the sector experienced a downward trend on the back of a slowing global economy, while COVID-19 and the Russian war on Ukraine contributed to shortages in the automotive semiconductor industry and further supply chain disruptions in 2022. Despite these challenges, 2023 and 2024 sales surpassed pre-pandemic levels and are forecast to keep rising through 2025 and 2026. Covid-19 hits car demand It had been estimated pre-pandemic that international car sales were on track to reach ** million. While 2023 sales are still far away from that goal, this was the first year were car sales exceeded pre-pandemic values. The automotive market faced various challenges in 2023, including supply shortages, automotive layoffs, and strikes in North America. However, despite these hurdles, the North American market was among the fastest-growing regions in 2024, along with Eastern Europe and Asia, as auto sales in these regions increased year-on-year. Chinese market recovers After years of double-digit growth, China's economy began to lose steam in 2022, and recovery has been slow through 2023. China was the largest automobile market based on sales with around **** million units in 2023. However, monthly car sales in China were in free-fall in April 2022 partly due to shortages, fears over a looming recession, and the country grappling with the COVID-19 pandemic. By June of that same year, monthly sales in China were closer to those recorded in 2021.

The Car Sales Dataset is a collection of data that contains information on various car models sold in the market. The dataset includes variables such as the price of the car in thousands of dollars, engine size, horsepower, fuel efficiency, and sales. 1. Price_in_thousands: This variable represents the price of the car in thousands of dollars, which is a measure of the car's cost. 2. Engine_size: This variable represents the size of the engine in cubic centimeters, which is a measure of the car's power. 3. Horsepower: This variable represents the power of the car's engine in horsepower, which is a measure of the car's ability to accelerate and maintain speed. 4. Fuel_efficiency: This variable represents the number of miles per gallon (mpg) that the car can travel on a single gallon of fuel, which is a measure of the car's fuel efficiency. 5. Sales: This variable represents the number of units of the car sold in a given period, which is a measure of the car's popularity and demand in the market.

Overall, this dataset can be used to analyze the relationships between the different variables and to predict the sales of a car based on its price, engine size, horsepower, and fuel efficiency. It can be helpful for businesses and consumers alike in making informed decisions about buying and selling cars.

This dataset included Information about 43 brands, and 445 models of vehicles for sale in the US. The period is from 2013 to 2022 Data source: www.goodcarbadcar.net, www.marklines.com/en/vehicle_sales/index

The data set has the most number of nulls in the Transmission column with over 11% of the total rows as nulls with 550k total rows if you remove nulls and garbage values the dataset comes to 440k usable rows. Which is still a lot! I have a notebook submission worked on the clean data. If anyone wants the cleaned data feel free to send me an email (krishanu2000@gmail.com) I'll send it to you!

Link to original dataset: https://www.kaggle.com/datasets/syedanwarafridi/vehicle-sales-data/

Column Details: Vehicle Details: Includes specific information about each vehicle, such as its make, model, trim, and manufacturing year.

Transaction Information: Provides insights into the sales transactions, including selling prices and sale dates.

Market Trends: MMR values offer an estimate of the market value of each vehicle, allowing for analysis of market trends and fluctuations.

Condition and Mileage: Contains data on the condition of the vehicles as well as their odometer readings, enabling analysis of how these factors influence selling prices.

Car Registrations in Canada increased to 168731 Units in September from 166524 Units in August of 2025. This dataset provides - Canada Total New Cars - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Total Vehicle Sales in Chile decreased to 23531 Units in October from 31871 Units in September of 2025. This dataset provides - Chile Total Vehicle Sales- actual values, historical data, forecast, chart, statistics, economic calendar and news.

This dataset provides values for TOTAL VEHICLE SALES reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

This dataset provides detailed information about car sales in India for the year 2024. It includes monthly sales figures for various car makes and models, along with additional metrics and attributes that help analyze market trends and performance. The dataset is ideal for data analysis, visualization, and understanding the automobile market dynamics in India.

Features: - Make: The manufacturer of the car - Model: The specific car model - January Sales to December Sales: Monthly sales data for each car model in 2024. - Total Sales: The cumulative sales for the entire year. - Segment: The market segment the car belongs to - Body Type: The type of car body - Month-on-Month Percentage (MoM %): Percentage change in sales compared to the previous month. - Year-on-Year Percentage (YoY %): Percentage change in sales compared to the same month in 2023.

Potential Use Cases: - Analyzing car sales trends over 2024. - Comparing performance of car models and manufacturers. - Studying market preferences for segments and body types. - Identifying seasonal trends in car sales. - Developing sales forecasts or business strategies for the automobile industry.

This dataset was sourced from Auto Punditz (https://www.autopunditz.com/). The website allows sharing the data but does not specify whether modifications are permitted. As a precaution, this dataset is shared under the CC BY-ND 4.0 license, which prohibits modification. Please refer to the original website's terms of use for more information.

Being one of the largest automotive sectors, India had over 326 million registered vehicles as of the financial year 2020. It was the largest producer of two-wheelers across the globe in 2025. The market within the country was also dominated by this segment. In financial year 2025, close to 19.61 million units of two-wheelers were sold domestically across the South Asian country. A decline in the sales volume of two-wheelers has been witnessed between 2020 and 2022. Hero MotoCorpHero MotoCorp had the maximum share in the two-wheeler segment in India. The company was the worldwide leader in two-wheeler manufacturing. The company has taken up the initiative of manufacturing electric scooters and bikes. To reduce the high battery costs that create a significant cost difference between the petrol and the battery variants, the Indian government has introduced the National Programme on Advanced Chemistry Cell (ACC) in 2022 to inventivize battery manufacturing. Two-wheeler market outlookThe Indian government has set a target to electrify a major proportion of the two-wheelers within the nation. However, the manufacturers have encouraged the government to adopt more ‘realistic’ expectations, as the former’s scheme would mean the electrification of over two million vehicles. With the two-wheeler industry estimated to grow at over nine percent in the next few years, more investments in the clean energy sector could pave a way for the domestic market.

Total Vehicle Sales in Thailand decreased to 47032 Units in October from 48350 Units in September of 2025. This dataset provides - Thailand Total Vehicle Sales- actual values, historical data, forecast, chart, statistics, economic calendar and news.

Quarterly data on vehicle registration by fuel type, vehicle type and number of vehicles, Canada, the provinces, census metropolitan areas and census sub-divisions.

In financial year 2025, Maruti Suzuki sold approximately 1.7 million passenger cars across India. This made it the leading car manufacturer in terms of car sales in India, followed distantly by Hyundai and Tata. The automobile sector across India saw recovery from the impact of the coronavirus (COVID-19) pandemic in the same year. Is the Indian automobile market in trouble? There were more than 326 million vehicles registered in India in the financial year 2020. Vehicle registrations grew at a compound annual growth rate of over 10 percent between 2017 and 2020. However, due to the economic slowdown, the introduction of new Bharat Stage Emission Standards VI (BS-VI) in 2019, and the impact of the coronavirus pandemic, the domestic sales of vehicles have been declining since the financial year 2020 for two consecutive years. This continued until the financial year 2023. New trend—electric vehicles With strong government support through policy initiatives such as the National Electric Mobility Mission Plan 2020 introduced in 2013, Faster Adoption and Manufacturing of (Hybrid &) Electric Vehicles (FAME) in 2015, and further FAME phase II in 2019, India was aiming to achieve 30 percent private electric vehicle ownership. As two-wheelers were the most popular types of automobiles for the last decade, in the financial year 2025, the majority of electric vehicles sold in India were also two-wheelers. The demand for electric vehicles is expected to rise significantly in the future.

Total Vehicle Sales in Turkey increased to 116149 Units in October from 110302 Units in September of 2025. This dataset provides the latest reported value for - Turkey Total Vehicle Sales - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

SpaceKnow uses satellite (SAR) data to capture activity in electric vehicles and automotive factories.

Data is updated daily, has an average lag of 4-6 days, and history back to 2017.

The insights provide you with level and change data that monitors the area which is covered with assembled light vehicles in square meters.

We offer 3 delivery options: CSV, API, and Insights Dashboard

Available companies Rivian (NASDAQ: RIVN) for employee parking, logistics, logistic centers, product distribution & product in the US. (See use-case write up on page 4) TESLA (NASDAQ: TSLA) indices for product, logistics & employee parking for Fremont, Nevada, Shanghai, Texas, Berlin, and Global level Lucid Motors (NASDAQ: LCID) for employee parking, logistics & product in US

Why get SpaceKnow's EV datasets?

Monitor the company’s business activity: Near-real-time insights into the business activities of Rivian allow users to better understand and anticipate the company’s performance.

Assess Risk: Use satellite activity data to assess the risks associated with investing in the company.

Types of Indices Available Continuous Feed Index (CFI) is a daily aggregation of the area of metallic objects in square meters. There are two types of CFI indices. The first one is CFI-R which gives you level data, so it shows how many square meters are covered by metallic objects (for example assembled cars). The second one is CFI-S which gives you change data, so it shows you how many square meters have changed within the locations between two consecutive satellite images.

How to interpret the data SpaceKnow indices can be compared with the related economic indicators or KPIs. If the economic indicator is in monthly terms, perform a 30-day rolling sum and pick the last day of the month to compare with the economic indicator. Each data point will reflect approximately the sum of the month. If the economic indicator is in quarterly terms, perform a 90-day rolling sum and pick the last day of the 90-day to compare with the economic indicator. Each data point will reflect approximately the sum of the quarter.

Product index This index monitors the area covered by manufactured cars. The larger the area covered by the assembled cars, the larger and faster the production of a particular facility. The index rises as production increases.

Product distribution index This index monitors the area covered by assembled cars that are ready for distribution. The index covers locations in the Rivian factory. The distribution is done via trucks and trains.

Employee parking index Like the previous index, this one indicates the area covered by cars, but those that belong to factory employees. This index is a good indicator of factory construction, closures, and capacity utilization. The index rises as more employees work in the factory.

Logistics index The index monitors the movement of materials supply trucks in particular car factories.

Logistics Centers index The index monitors the movement of supply trucks in warehouses.

Where the data comes from: SpaceKnow brings you information advantages by applying machine learning and AI algorithms to synthetic aperture radar and optical satellite imagery. The company’s infrastructure searches and downloads new imagery every day, and the computations of the data take place within less than 24 hours.

In contrast to traditional economic data, which are released in monthly and quarterly terms, SpaceKnow data is high-frequency and available daily. It is possible to observe the latest movements in the EV industry with just a 4-6 day lag, on average.

The EV data help you to estimate the performance of the EV sector and the business activity of the selected companies.

The backbone of SpaceKnow’s high-quality data is the locations from which data is extracted. All locations are thoroughly researched and validated by an in-house team of annotators and data analysts.

Each individual location is precisely defined so that the resulting data does not contain noise such as surrounding traffic or changing vegetation with the season.

We use radar imagery and our own algorithms, so the final indices are not devalued by weather conditions such as rain or heavy clouds.

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Use Case - Rivian:

SpaceKnow uses the quarterly production and delivery data of Rivian as a benchmark. Rivian targeted to produce 25,000 cars in 2022. To achieve this target, the company had to increase production by 45% by producing 10,683 cars in Q4. However the production was 10,020 and the target was slightly missed by reaching total production of 24,337 cars for FY22.

SpaceKnow indices help us to observe the company’s operations, and we are able to monitor if the company is set to meet its forecasts or not. We deliver five different indices for Rivian, and these indices observe logistic centers, employee parking lot, logistics, product, and prod...