European Ford Resale Data
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About
This collection of data details used Ford vehicle listings, offering crucial metrics for market analysis and predictive modelling. The data set is primarily designed to help determine appropriate pricing for pre-owned Ford cars by tracking factors such as mileage, engine efficiency, transmission type, and taxation costs. It is an excellent resource for generating insights and visualisations related to the used automotive market.
Columns
The data set includes nine distinct fields:
- model: The specific model of the Ford vehicle (e.g., Fiesta, Focus).
- year: The vehicle's registration year, indicating its age.
- price: The asking price of the vehicle, denominated in Euros.
- transmission: The type of gearbox used, such as Manual or Automatic.
- mileage: The total distance the vehicle has been driven.
- fuelType: The type of engine fuel used (e.g., Petrol, Diesel).
- tax: The amount of road tax associated with the vehicle.
- mpg: Miles per gallon, reflecting the vehicle's fuel efficiency.
- engineSize: The size of the engine, measured in litres.
Distribution
This dataset contains approximately 18,000 valid records and is provided in CSV format. The file size is 933.29 kB. The listings are highly skewed towards certain popular models, with Fiesta and Focus making up a significant proportion of the entries. Manual transmission vehicles are the most frequent type, accounting for 86% of the listings, while Petrol is the most common fuel type at 68%. Prices range from 495 Euros up to 55,000 Euros.
Usage
The data is ideally suited for:
- Developing machine learning models to predict used car prices.
- Creating visualisations to show pricing trends over time or across different models.
- Conducting exploratory data analysis to understand the impact of factors like mileage or fuel type on resale value.
- Benchmarking current market prices for Ford vehicles.
Coverage
The data covers various Ford models and includes registration years ranging widely, with the majority of listings being recent models. The financial information is priced in Euros. The update frequency for this dataset is noted as "Never."
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For building price prediction algorithms.
- Automotive Market Analysts: To study demand and pricing fluctuations within the used car sector.
- Consumers and Private Sellers: To estimate the fair market value of a specific Ford vehicle.
- Students/Academics: For educational projects focusing on economics or data visualisation.
Dataset Name Suggestions
- Ford Used Car Market Metrics
- European Ford Resale Data
- Used Vehicle Pricing Factors
- Ford Listing Efficiency Analysis
Attributes
Original Data Source: European Ford Resale Data
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