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Used Toyota Vehicle Attributes Dataset
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About
This dataset provides detailed information on Toyota used car listings, offering valuable insights into the used vehicle market. It encapsulates essential attributes such as price, transmission type, mileage, fuel type, road tax, miles per gallon (mpg), and engine size. The data is instrumental for understanding pricing trends, vehicle specifications, and market dynamics related to pre-owned Toyota cars. Its primary purpose is to assist in determining fair market prices for used Toyota vehicles and to facilitate various analyses and visualisations of the data.
Columns
- model: Specifies the particular Toyota model (e.g., Yaris, Aygo).
- year: Indicates the vehicle's registration year, spanning from 1998 to 2020.
- price: Represents the selling price of the car, expressed in Euros, with values ranging from 850 to 60,000.
- transmission: Describes the type of gearbox, such as Manual or Automatic.
- mileage: Denotes the distance the car has travelled.
- fuelType: Identifies the engine's fuel source, including options like Petrol and Hybrid.
- tax: Refers to the road tax applicable to the vehicle.
- mpg: Shows the miles per gallon, indicating fuel efficiency.
- engineSize: States the engine's capacity in litres, with sizes ranging from 0 to 4.5.
Distribution
The dataset is provided in a CSV format and is approximately 347.86 kB in size. It comprises 9 distinct columns and contains 6738 records, with all columns having valid entries and no missing values.
Usage
This dataset is ideally suited for:
- Estimating appropriate selling prices for used Toyota cars.
- Generating insightful analyses and visualisations of the used car market.
- Performing market research on Toyota vehicle depreciation and value retention.
- Developing predictive models for used car pricing.
- Studying the impact of various car features on market value.
Coverage
The data encompasses Toyota models with registration years ranging from 1998 to 2020. While the specific geographic scope is not explicitly stated, the use of "Euros" and "road tax" suggests a European context, potentially focusing on the UK or broader European markets. The data covers a variety of Toyota models, with Yaris and Aygo being the most frequently represented.
License
CC0: Public Domain
Who Can Use It
- Individuals selling Toyota cars: To help them price their vehicles competitively.
- Automotive analysts and researchers: For market trend analysis and economic studies of the used car sector.
- Data scientists and machine learning engineers: To build and refine car price prediction models.
- Car dealerships and resellers: For inventory valuation, purchasing decisions, and market intelligence.
- Financial institutions: For assessing vehicle loan values and risk.
Dataset Name Suggestions
- Toyota Used Car Price Listings
- European Toyota Pre-Owned Vehicle Data
- Toyota Car Market Insights
- Used Toyota Vehicle Attributes Dataset
- Toyota Car Value Data
Attributes
Original Data Source: Used Toyota Vehicle Attributes Dataset
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