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Automotive Market Insights
Stock & Market Data
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About
This dataset offers detailed information about used cars, providing insight into their specifications and pricing. It aims to reveal trends and patterns within the used car market, assisting in understanding the relationship between car features and market value. The data was gathered from Cars24.com, a well-known online platform for buying and selling used vehicles, ensuring a diverse array of car models and accurate pricing details. It supports decision-making for car purchases, investments, and market strategies.
Columns
- Car Name: The model or name of the vehicle.
- Distance: The kilometres already travelled by the car.
- Year Bought: The year when the car was originally purchased.
- Previous Owners: The count of prior owners for the car.
- Location: The location of the Regional Transport Office (RTO).
- Transmission: The type of transmission, either automatic or manual.
- Car Type: The classification of the car, such as sedan, SUV, hatchback, luxury SUV, or luxury sedan.
- Fuel: The type of fuel used, including petrol, diesel, or CNG.
- Price: The selling price of the car.
Distribution
The dataset is provided in CSV format, comprising approximately 8015 rows and 9 columns. The data was collected by scraping various car types separately and then combining them, with subsequent cleaning operations performed.
Usage
This dataset is valuable for a range of applications, including:
- Market Analysis: To study trends and patterns in the used car market based on factors like car type, year, and pricing.
- Pricing Insights: To understand how car specifications influence pricing, helping to determine a fair market value.
- Decision Making: To inform choices related to car acquisitions, investments, and market approaches.
Coverage
The data primarily covers the used car market in India, as it was scraped from cars24.com. It includes a variety of car types such as sedans, SUVs, hatchbacks, luxury SUVs, and luxury sedans. The dataset records the year when cars were purchased, offering a historical perspective on vehicle ownership.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
- Data Scientists and Analysts: For developing predictive pricing models or conducting market research.
- Automotive Businesses: To inform inventory management, pricing strategies, and competitive analysis.
- Consumers: To gain insights into fair market values before purchasing a used car.
- Researchers: For academic studies on consumer behaviour and market dynamics in the automotive sector.
Dataset Name Suggestions
- Cars24 Used Car Listings
- Indian Used Car Market Data
- Vehicle Specifications & Prices
- Used Car Pricing Analysis
- Automotive Market Insights
Attributes
Original Data Source: Automotive Market Insights
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