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Used Car Pricing in India
Stock & Market Data
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About
This dataset provides valuable information on used cars available in India. It offers key insights for researchers, analysts, and businesses involved in the automotive industry, particularly those interested in pre-owned car market trends, pricing, and customer preferences within the Indian market.
Columns
- brand: The brand or manufacturer of the car (e.g., Maruti Suzuki, Hyundai, Toyota). Common examples include Maruti (33%) and Hyundai (24%). There are 15 unique brands.
- model: The specific model of the car (e.g., Swift, Creta). Common models include Baleno DELTA PETROL 1.2 and Swift VXI (each 2%). There are 818 unique models.
- transmission: The type of transmission, such as manual (69%) or automatic (31%). There are 2 unique transmission types.
- make_year: The year when the car was manufactured, ranging from 2010 to 2024.
- reg_year: The year when the car was registered, with dates ranging from 1st January 2011 to 4th January 2024. Note that 74% of entries for this column are missing.
- fuel_type: The type of fuel the car uses, such as petrol (85%) or diesel (11%). There are 4 unique fuel types.
- engine_capacity(CC): The engine capacity in cubic centimeters, ranging from 624 CC to 2694 CC.
- km_driven: The total distance the car has travelled in kilometres, ranging from 450 km to 144,000 km. The average distance driven is approximately 49,200 km.
- ownership: The number of previous owners the car has had. The majority (73%) are 1st owners, with 25% being 2nd owners. There are 3 unique ownership categories.
- price: The asking price for the car, ranging from 163,000 to 1.88 billion.
- overall_cost: An associated cost metric, ranging from 4,039 to 47,300.
- has_insurance: A boolean indicating whether the car has insurance (true for all valid entries).
- spare_key: A boolean indicating whether a spare key is available (true for 27% of entries, false for 73%).
- reg_number: The registration number of the car, with common examples like KA05 (6%) and TS07 (6%). There are 157 unique registration number prefixes.
- title: A descriptive title for the car listing, with 1530 unique values.
Distribution
This dataset is provided as a CSV file (pre-owned cars.csv) and is approximately 371.49 KB in size. It contains 15 columns and includes information for approximately 2,806 individual car records.
Usage
This dataset is ideally suited for applications such as:
- Analysing pre-owned car market trends in India.
- Studying pricing patterns and factors influencing vehicle valuations.
- Developing models for customer preferences in the used car sector.
- Market research for businesses in the automotive industry.
- Academic research on consumer behaviour in emerging automotive markets.
Coverage
The dataset focuses on the Indian geographic market for used cars. The
make_year of the vehicles spans from 2010 to 2024. The reg_year dates range from January 2011 to January 2024, though a significant portion of registration year data is not available.License
CC0: Public Domain
Who Can Use It
This dataset is intended for:
- Researchers interested in automotive market dynamics.
- Analysts seeking to identify trends and insights in used car sales.
- Businesses in the automotive sector, including dealerships, insurers, and financial service providers.
- Data scientists and modellers for predictive analytics on car pricing and features.
Dataset Name Suggestions
- Indian Used Car Sales Data
- Pre-Owned Cars India
- India Automotive Market Dataset
- Used Car Pricing in India
- Indian Second-Hand Car Insights
Attributes
Original Data Source: Used Car Pricing in India
QUALITY