The number of new and used vehicles and the sales dollars respectively sold by month. MDOT MVA’s Customer Connect modernization project, implemented in July 2020, has increased the amount of data that is collected and used to calculate car sales. This data is updated in real time and may fluctuate based on external factors, including electronic submissions from dealers and other vendors.

This is the Car sales data set which include information about different cars . This data set is being taken from the Analytixlabs for the purpose of prediction In this we have to see two things

First we have see which feature has more impact on car sales and carry out result of this

Secondly we have to train the classifier and to predict car sales and check the accuracy of the prediction.

In December 2024, the passenger car sales in the European Union increased year-on-year at a rate of 5.1 percent. Customers in the whole European market purchased around 1.09 million units in total. At some 224,700 units, Germany remained the leading market for passenger car sales in Europe that month. European auto market flip-flops Countries with strict lockdown measures saw a sharp drop in sales in 2020, as customers were restricted in travel and urged to stop all non-essential activity. The pandemic also brought down productivity in many sectors, including vehicle manufacturing. For months, pandemic-related restrictions had left many people out of work or meant that they were receiving only a portion of their normal income. Although the coronavirus pandemic continues to unfold, vaccine rollout was ramped up and sales of new passenger cars shot up significantly in the second quarter of 2021. However, the Delta variant made it more difficult to control the spread of the virus and there have been supply-chain insecurities throughout 2021, upending the positive trend. The global automotive semiconductor shortage further impacted vehicle production and sale, as inventories depleted. Pre-crisis sales Changes in tax regulations resulted in a peak in December 2019 and weak sales figures in January 2020. Registrations of new passenger cars in Europe's largest markets were already low due to consumer uncertainty and a weakening economy even before the coronavirus pandemic caused markets to tank in March and April 2020.

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.

In terms of monthly light vehicle sales in the United States, Ford was the top brand in December 2024 with Toyota and Chevrolet in second and third place. Customers in the U.S. bought over ******* Ford-badged vehicles in December 2024. What was the effect of the pandemic on sales? U.S. vehicle sales tanked in March 2020 but bounced back soon thereafter. Due to the global chip shortage, sales fell again through 2021 and 2022. U.S. auto dealers sold around **** million light vehicles in December 2022, an increase of **** percent year-on-year. These figures can be seen as a consequence of the dwindling supply while automakers halted manufacturing due to a lack of semiconductors for vehicle production. Raw material price inflation and the cost of living crisis recorded in 2022 had also impacted the supply and demand for new vehicles. Pre-crisis plateau Slightly under **** million light vehicles were sold to U.S. auto dealers in 2020. Retail sales are estimated to have slowly recovered in 2021, falling short of the ** million mark. New sales of light vehicles remained relatively flat between 2017 and 2019 albeit on a high level. 2019 car and light truck retail sales of just under ** million units put the industry’s new light retail sales figures *** percent lower in 2019 than in 2018. It was particularly passenger cars that did not move off the shelves easily, as light truck sales reached a peak in 2019. Passenger cars now only represented less than one-third of all light vehicle sales in the U.S. While the market recovered through 2023, passenger cars remained the less popular alternative to the larger light trucks for U.S. consumers.

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.

In December 2023, approximately *** million passenger cars and ******* commercial vehicles were sold in China, an increase compared to the previous month. Automobile demand in China China is home to the world’s largest market for automobile sales. Despite the recent decline in passenger car sales in China during the COVID-19 pandemic, the market bounced back and in 2023, the sales exceeded ** million units, making it the highest figure in the past years. Chinese car manufacturers China’s automobile market used to be dominated by international car manufacturers until recently. In 2021, Chinese manufactured vehicles had a market share of about **** percent in the Chinese vehicle market, followed by German vehicles and Japanese vehicles. The leading passenger car manufacturer is FAW-Volkswagen, which reported sales of about *** million vehicles in the same period.

View monthly updates and historical trends for US Total Vehicle Sales. from United States. Source: Bureau of Economic Analysis. Track economic data with Y…

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 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.

Graph and download economic data for Retail Sales: Used Car Dealers (MRTSSM44112USN) from Jan 1992 to Jul 2025 about used, dealers, retail trade, vehicles, sales, retail, and USA.

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.

Just over *********** used vehicles were sold between private parties in the United States in July 2022. This was a month-over-month decrease of some five percent compared to the June 2022 sales volume. Overall U.S. used vehicle sales had also been decreasing month-over-month in July 2022.

The U.S. auto industry sold nearly ************* cars in 2024. That year, total car and light truck sales were approximately ************ in the United States. U.S. vehicle sales peaked in 2016 at roughly ************ units. Pandemic impact The COVID-19 pandemic deeply impacted the U.S. automotive market, accelerating the global automotive semiconductor shortage and leading to a drop in demand during the first months of 2020. However, as demand rebounded, new vehicle supply could not keep up with the market. U.S. inventory-to-sales ratio dropped to its lowest point in February 2022, as Russia's war on Ukraine lead to gasoline price hikes. During that same period, inflation also impacted new and used car prices, pricing many U.S. consumers out of a market with increasingly lower car stocks. Focus on fuel economy The U.S. auto industry had one of its worst years in 1982 when customers were beginning to feel the effects of the 1973 oil crisis and the energy crisis of 1979. Since light trucks would often be considered less fuel-efficient, cars accounted for about ** percent of light vehicle sales back then. Thanks to improved fuel economy for light trucks and cheaper gas prices, this picture had completely changed in 2020. That year, prices for Brent oil dropped to just over ** U.S. dollars per barrel. The decline occurred in tandem with lower gasoline prices, which came to about **** U.S. dollars per gallon in 2020 - and cars only accounted for less than one-fourth of light vehicle sales that year. Four years on, prices are dropping again, after being the highest on record since 1990 in 2022.

Number of units and total sales of new motor vehicles by vehicle type and origin of manufacture, monthly.

At around 1.2 million unit sales, light trucks remained the largest U.S. auto market segment in August 2025, up from around 1.1 million unit sales in August 2024. Global chip shortage affects supply The second quarter of 2020 saw a significant drop in automotive sales volume compared to the year before. Most of the disruption was seen in May, before restrictions to curtail the coronavirus pandemic were lifted. Sales showed signs of recovery in the following months, before dropping again in 2021. The industry's inventory-to-sales ratio nosedived in May 2020, and has not fully recovered since. Supply issues were not felt as strongly across the automotive sector, while car demand was low due to national lockdowns brought on by the pandemic. However, as consumers' purchasing intentions picked up, vehicle stocks could not meet the new demand due to chip shortages, which led to production halts and cuts. U.S. vehicle sales gain momentum thanks to light truck sales As the year 2020 came to an end, motor vehicle sales in the United States finished on a high note. Following the Covid-19 disruption, the U.S. auto sector began to recover in the third quarter. However, the semiconductor shortage and global inflation further impacted sales in 2021 and 2022. In contrast, 2024 was an encouraging year. U.S. motor vehicle sales grew to over 15.8 million that year, which was the highest it had been since the onset of the pandemic. This jump in sales was partly due to light truck retail sales, which exceeded their pre-pandemic level in 2024.

Detailed Dataset Description: Car Sales Transactional Data This dataset provides a rich, multi-dimensional view of individual car sales transactions, capturing valuable information across customer demographics, car specifications, pricing metrics, payment details, sales performance, and seasonal or regional context. Each row in the dataset represents a single car sale transaction, allowing for granular-level analysis of how various factors influence profitability, sales trends, and customer behavior.

📅 Date & Temporal Context Date: The exact date of the transaction, allowing daily trend analysis.

Sale Year, Month, Quarter, Day of Week, and Season: These columns offer temporal segmentation that helps identify seasonal patterns, monthly performance, and weekday vs weekend trends.

🧑‍💼 Salesperson and Customer Information Salesperson: Identifies the individual responsible for the sale, useful for tracking salesperson performance, commission analysis, and productivity metrics.

Customer Name, Age, and Gender: Offers demographic insights, enabling segmentation by age group and gender, and understanding customer preferences in vehicle types and pricing.

🚗 Vehicle Details Car Make and Model: Specifies the brand and specific vehicle model sold.

Car Year: Indicates the model year of the vehicle, helpful in analyzing the popularity of newer vs older models.

💵 Financial and Sales Metrics Quantity: Number of cars sold in the transaction (typically 1, but can vary in business fleet cases).

Sale Price and Cost: Gross sale price and internal cost incurred by the dealership.

Profit: Computed as the difference between sale price and cost, giving direct insight into transaction-level profitability.

Discount: Shows the discount offered as a decimal (e.g., 0.05 = 5%), aiding in understanding the impact of promotions on sales.

💳 Payment & Incentive Structure Payment Method: Indicates how the customer paid (e.g., Cash, Loan, Credit), helping identify payment preferences over time or across customer types.

Commission Rate & Commission Earned: Details the salesperson's incentive structure and earnings from the sale, supporting analysis of commission efficiency, reward optimization, and employee motivation.

🌎 Geographic Coverage Sales Region: Highlights the physical region where the sale occurred (e.g., Alaska), allowing for regional performance comparison, mapping in BI tools, and assessing market penetration across different areas.

Use Cases and Applications This dataset can be effectively used for:

Business Intelligence Dashboards (e.g., Tableau, Power BI)

Sales & Profitability Analysis

Customer Demographics and Segmentation

Payment Method Trends

Salesperson Performance Monitoring

Seasonal Demand Forecasting

Regional Sales Comparisons

Commission Strategy Optimization

Its wide coverage across multiple dimensions makes it ideal for predictive modeling, trend visualization, and data storytelling in sales, marketing, and operations

Nearly *** million used vehicles were sold at car dealerships and by private parties in the United States in March 2023. This was a month-over-month increase of some **** percent compared to the February 2023 sales volume.

Dataset

This dataset was created by Süleyman Topdemir

Contents

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.