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Used Car Sales Statistics
Stock & Market Data
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Free
About
This dataset presents a collection of car details originally gathered from 'Car Dekho', a platform specialising in vehicle sales. It is designed to offer insights into various attributes of cars, making it suitable for analysis and model development. The dataset includes key information such as car name, manufacturing year, selling price, kilometres driven, fuel type, seller type, transmission, and the number of previous owners. Its utility extends to areas like data visualisation and machine learning ethics.
Columns
- name: The specific name of the car.
- year: The year when the car was originally purchased, ranging from 1992 to 2020.
- selling_price: The price at which the car was sold, with values ranging from 20,000 to 8,900,000.
- km_driven: The total kilometres the car has travelled, varying from 1 to 807,000 km.
- fuel: The type of fuel required for the car, with Diesel and Petrol being the most common.
- seller_type: Identifies the type of seller, predominantly 'Individual' or 'Dealer'.
- transmission: Indicates the car's transmission type, primarily 'Manual' or 'Automatic'.
- owner: Specifies the number of previous owners, with 'First Owner' being the most frequent category.
Distribution
The dataset is likely in a tabular format, such as a CSV file, named "CAR DETAILS FROM CAR DEKHO.csv". It comprises 8 distinct columns. The data contains 4,340 valid records across all primary fields, with no mismatched or missing entries reported for these columns.
Usage
This dataset is highly applicable for various analytical tasks. It can be used for data visualisation to understand market trends in used car sales, and for developing machine learning models, particularly in the domain of predictive pricing or classification based on car attributes. Its high usability score suggests it is well-suited for diverse data-driven projects. It also carries relevance for studies in machine learning ethics.
Coverage
The dataset's temporal scope for car manufacturing years ranges from 1992 to 2020. The data itself is collected from the 'Car Dekho' platform, which focuses on vehicle sales. No specific geographic or demographic coverage details are provided in the sources beyond its origin from 'Car Dekho'.
License
CC0: Public Domain
Who Can Use It
This dataset is ideal for:
- Data Analysts: To explore trends in used car sales, pricing, and ownership patterns.
- Machine Learning Engineers: For building and training predictive models, such as car price prediction or identifying key factors influencing vehicle sales.
- Researchers: Studying the automotive market, consumer behaviour in vehicle purchases, or ethical considerations in data use.
- Students: As a practical resource for learning about data cleaning, analysis, and model development.
Dataset Name Suggestions
- Car Dekho Vehicle Data
- Used Car Sales Statistics
- Automobile Data Collection
- Indian Used Car Market Insights
Attributes
Original Data Source: Used Car Sales Statistics
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