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Toronto Second-Hand Car Market Data
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About
20,000 used vehicles listed for sale in 2023. The listings were gathered from Autotrader.ca and are all located within a 25-kilometre radius of downtown Toronto, Ontario, Canada. This dataset offers detailed insights into the second-hand car market in a major Canadian city.
Columns
- Year: The manufacturing year of the vehicle.
- Make: The brand or manufacturer of the vehicle.
- Model: The specific model of the vehicle.
- Kilometres: The distance the vehicle has travelled, in kilometres.
- Body Type: The style of the vehicle's body (e.g., Sedan, SUV).
- Engine: Details about the vehicle's engine.
- Transmission: The type of transmission in the vehicle (e.g., Automatic, Manual).
- Drivetrain: The vehicle's drivetrain configuration (e.g., FWD, AWD).
- Exterior Colour: The colour of the vehicle's exterior.
- Interior Colour: The colour of the vehicle's interior.
- Passengers: The number of passengers the vehicle can legally carry.
- Doors: The number of doors on the vehicle.
- Fuel Type: The type of fuel the vehicle uses (e.g., Petrol, Diesel).
- City: Fuel efficiency rating for city driving.
- Highway: Fuel efficiency rating for highway driving.
- Price: The listed sale price of the vehicle.
Distribution
The data is provided in a formatted XLSX file (
formattedData.xlsx) with a size of 1.22 MB. The table contains 18,647 rows and 16 columns. In this version, null values have been addressed and columns like 'Engine' and 'Fuel Type' have been standardised for better usability. An original CSV file is also available.Usage
This dataset is ideal for market analysis, price prediction modelling, and understanding consumer preferences in the used car market. It can be used to track trends in vehicle pricing, feature popularity, and brand depreciation over time within the Toronto area.
Coverage
The data covers a geographic area within a 25-kilometre proximity of downtown Toronto, Ontario, Canada. All vehicle listings are from the year 2023.
License
Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
Who Can Use It
- Data Analysts: Can perform market research and trend analysis on the Toronto used vehicle market.
- Machine Learning Engineers: Can build predictive models for vehicle pricing or resale value.
- Car Dealerships: Can gain insights into local market pricing and inventory trends to inform business strategy.
- Economists: Can study local market dynamics and consumer behaviour in the automotive sector.
Dataset Name Suggestions
- Used Vehicle Listings Toronto 2023
- Toronto Second-Hand Car Market Data
- Autotrader Vehicle Listings - GTA 2023
- Canadian Used Car Prices Dataset
Attributes
Original Data Source: Toronto Second-Hand Car Market Data
QUALITY