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AutoTrader Audi A1 Price and Value Data
Data Science and Analytics
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About
This collection of data details Audi A1 vehicle listings extracted from the popular online marketplace, AutoTrader.co.uk. It provides essential metrics for potential buyers and market analysts interested in used car valuation within the UK. The primary purpose is to enable in-depth analysis of factors influencing the price of the Audi A1 model, such as age, mileage, and engine size. The data includes calculated ranking features, offering immediate insight into how each vehicle compares to others in the set based on price, mileage, and a derived Price Per Year metric. It is highly suitable for statistical analysis and regression modelling.
Columns
- index: An identifier for each row.
- Year: The year the vehicle was first registered. The majority of listings fall between 2014 and 2022.
- Type: The body type of the vehicle. All entries share the single unique value, Hatchback.
- Mileage(miles): The distance travelled by the vehicle in miles, with a maximum recorded value of 149,000 miles.
- Engine: The engine size of the car in litres. Common sizes are 1.4L and 1.0L.
- PS: Pferdstärke (a metric equal to 98.6% of one horsepower).
- Transmission: Indicates the gearbox type, predominantly Manual (77% of listings).
- Fuel: The fuel source used by the vehicle, mainly Petrol (81%) or Diesel.
- Number_of_Owners: The total quantity of previous registered owners, ranging from 1 to 7.
- Price(£): The advertised listing price in pounds sterling. Prices span from £5,000 to £30,450.
- href: The specific hyperlink (URL) directing to the original listing on AutoTrader.co.uk.
- PPY: Price Per Year. This is a calculated value determining the cost of the car per year, assuming the intention to sell the car when it turns 10 years old.
- MileageRank: A ranking assigned to the car based on its mileage, where a lower mileage achieves a higher rank.
- PriceRank: A ranking assigned to the car based on its price, where a lower price achieves a higher rank.
- PPYRank: A ranking assigned to the car based on its PPY value, where a lower PPY achieves a higher rank.
- Score: The aggregated sum of the MileageRank, PriceRank, and PPYRank.
Distribution
The data file is in CSV format. It contains 471 valid records across 16 distinct columns. The file size is 193.19 kB. Users should note that the expected update frequency for this snapshot of data is never.
Usage
Ideal applications for this dataset include:
- Building regression models aimed at accurately predicting the market price of used Audi A1 models.
- Performing detailed market research on UK used car valuation.
- Analysing the depreciation rate and identifying factors that correlate strongest with high value retention.
- Benchmarking individual vehicle listings using the calculated ranking and Score attributes.
Coverage
The data is geographically specific to listings within the United Kingdom (UK), sourced from AutoTrader.co.uk. It focuses exclusively on the Audi A1 model. The registration years covered primarily span from 2014 up to 2022. All listed vehicles are of the Hatchback type.
License
CC0: Public Domain
Who Can Use It
- Researchers and Academics: For economic studies on used vehicle markets and pricing dynamics.
- Data Scientists: For training and testing machine learning models focused on price prediction and feature engineering.
- Automobile Traders and Enthusiasts: For obtaining granular insight into the current supply, demand, and valuation benchmarks for the Audi A1 in the UK.
Dataset Name Suggestions
- UK Used Audi A1 Market Listings
- AutoTrader Audi A1 Price and Value Data
- Hatchback Price Prediction UK
Attributes
Original Data Source: AutoTrader Audi A1 Price and Value Data
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