Used Cars India Insights
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About
This dataset focuses on information regarding used cars within the Indian market. It offers details on 15,000 entries and 11 attributes, with data collected up to November 2024, providing an in-depth look into India's second-hand car sector.
Columns
- Brand: Car manufacturer (e.g., Volkswagen, Maruti Suzuki, Honda, Tata).
- Model: Specific car model (e.g., Taigun, Baleno, Polo, WRV).
- Year: Manufacturing year of the vehicle, ranging from older models to 2024.
- Age: Age of the vehicle in years.
- kmDriven: Total kilometres driven by the vehicle.
- Transmission: Type of transmission (Manual or Automatic).
- Owner: Ownership status (first or second owner).
- FuelType: Type of fuel (Petrol, Diesel, Hybrid/CNG).
- PostedDate: When the car listing was posted.
- AdditionalInfo: Extra details about the vehicle.
- AskPrice: Listed price in Indian Rupees (₹).
Distribution
The dataset comprises 14,993 entries and 11 columns. It is typically available as a CSV file, named used_car_dataset.csv, with a size of 1.23 MB and memory usage exceeding 1.94 MB. The data types are mixed, including integers (int64) and objects. Sample files will be updated separately to the platform.
Usage
This dataset is well-suited for various applications, including:
- Price prediction modelling for used cars in India.
- Market analysis of different car segments.
- Studying depreciation patterns of vehicles.
- Analysing fuel type preferences within the Indian market.
- Understanding transmission preferences.
- Examining the relationship between kilometres driven and pricing.
- Conducting brand value retention analysis.
Coverage
The dataset covers the Indian market. The vehicles' manufacturing years range from older models up to 2024. Data collection for listings appears to be up to November 2024, with posted dates ranging from January 2024 to December 2024.
License
CC0: Public Domain
Who Can Use It
This dataset would be particularly valuable for:
- Data scientists working on predictive models.
- Automotive market analysts interested in sector trends.
- Machine learning practitioners focusing on the Indian automotive sector.
Dataset Name Suggestions
- Indian Used Cars Data
- Used Car Market India
- India Second-Hand Vehicle Pricing
- Indian Automotive Resale Dataset
- Used Cars India Insights
Attributes
Original Data Source: Used Cars India Insights