Dark Mode
Used Car Market Barcelona Snapshot
Stock & Market Data
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset provides a snapshot of second-hand cars available for sale in the province of Barcelona, extracted from the www.flexicar.es website on 8 April 2022. It includes information for 790 vehicles, offering insights into the used car market in the region.
Columns
- brand: The manufacturer of the car.
- model: The specific model of the car.
- price: The selling price of the car in Euros.
- engine: Details about the car's engine.
- year: The production year of the car.
- mileage: The total distance the car has travelled, in kilometres.
- fuel: The type of fuel the car uses (e.g., Diesel, Petrol).
- gearbox: The type of transmission (e.g., Manual, Automatic).
- location: The specific location where the car is being sold within Barcelona province.
Distribution
The dataset is provided in a tabular CSV format (
used_cars_data.csv) and has a size of 69.85 kB. It contains 790 individual car records across 10 distinct columns. All 792 potential entries are valid for key attributes such as brand, model, price, engine, year, mileage, fuel, gearbox, and location, with no missing or mismatched records. The average car price is approximately 16,000 EUR, with a standard deviation of 6,980 EUR. The average mileage recorded is around 83,200 km, with a standard deviation of 46,200 km. Most cars were produced between 2015 and 2018. SEAT is the most common brand (11%), while Leon and Ibiza are the most frequent models (4% each). Fuel types are split almost evenly between Diesel (48%) and Petrol (47%). Manual gearboxes are prevalent, accounting for 71% of the vehicles, with Automatic at 29%. The top selling locations include Sabadell 1 (16%) and Viladecans (11%).Usage
This dataset is ideal for various analytical applications, including regression analysis to predict car prices, clustering to identify segments within the used car market, and classification tasks based on car attributes. It can be used to understand market trends, assess vehicle depreciation, or inform business strategies for automotive dealerships in the Barcelona area.
Coverage
The dataset focuses exclusively on the province of Barcelona, Spain. The data reflects listings that were active on the www.flexicar.es website as of 8 April 2022. The production years of the vehicles in the dataset range from 2004 to 2021.
License
Attribution 4.0 International (CC BY 4.0)
Who Can Use It
- Data analysts and scientists: For building predictive models or performing market segmentation.
- Automotive industry professionals: To gain insights into pricing, demand, and popular models in the Barcelona used car market.
- Researchers: For studies on regional economic patterns or consumer behaviour in vehicle purchases.
- Students: As a practical dataset for learning and applying data analysis and machine learning techniques.
Dataset Name Suggestions
- Barcelona Used Cars 2022 Data
- Flexicar Barcelona Used Vehicle Listings
- Used Car Market Barcelona Snapshot
- Barcelona Automotive Sales Data 2022
Attributes
Original Data Source:Used Car Market Barcelona Snapshot
QUALITY