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Audi Car Price Predictor Data
Retail & Consumer Behavior
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Free
About
This dataset offers information on Audi used car listings, designed to provide insights into market trends and support pricing decisions. It includes key attributes such as price, transmission type, mileage, fuel type, road tax, miles per gallon (mpg), and engine size. The data can be utilised for generating visualisations and understanding factors that influence used car values, potentially assisting individuals with selling their vehicles or for broader market analysis.
Columns
- model: The specific Audi model. The most common models are A3 (18%) and Q3 (13%), with 26 unique models present.
- year: The registration year of the vehicle. Dates range from 1997 to 2020, with a mean year of 2016 and a maximum year of 2020.
- price: The price of the car, denominated in Euros. Prices vary from 1490 to 145,000 Euros, with a mean price of 22,900 Euros.
- transmission: The type of gear box. Categories include Manual (41%) and Semi-Auto (34%), with 3 unique types in total.
- mileage: The distance the car has travelled. Mileage ranges from 1 to 323,000, with an average of 24,800.
- fuelType: The type of engine fuel. Diesel accounts for 52% and Petrol for 47% of listings, with 3 unique fuel types.
- tax: The road tax applicable to the vehicle. Values range from 0 to 580, with a mean tax of 126.
- mpg: The miles per gallon efficiency. Values range from 18.9 to 188, with an average of 50.8.
- engineSize: The size of the engine in litres. Sizes range from 0 to 6.3 litres, with an average size of 1.93 litres.
Distribution
The dataset is provided as a CSV file, named
audi.csv, with a size of 534.07 kB. It consists of 9 columns and contains 10,700 valid records across all fields. There are no mismatched or missing values reported for any of the columns.Usage
This dataset is ideal for:
- Developing pricing models for used Audi vehicles.
- Creating market trend analyses for the used car sector.
- Generating visualisations to display relationships between car attributes and price.
- Informing individuals on how to price their own used Audi cars.
- Expanding with additional data sources for richer insights into the used car market.
Coverage
The dataset covers Audi used car listings with registration years spanning from 1997 to 2020. The pricing information is provided in Euros.
License
CC0: Public Domain
Who Can Use It
- Individuals looking to sell their used Audi, to understand market value.
- Car dealerships and retailers for pricing inventory and understanding market dynamics.
- Data scientists and analysts for building predictive models and creating data visualisations.
- Researchers studying automotive market trends and depreciation.
Dataset Name Suggestions
- Audi Used Car Listings 1997-2020
- Used Audi Market Data
- Audi Car Price Predictor Data
- European Audi Used Car Sales
Attributes
Original Data Source: Audi Car Price Predictor Data
QUALITY