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Polish Used Vehicle Market Data
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About
Provides deep insights into the Polish used and new car market, containing detailed specifications and pricing information for over 200,000 vehicle offers. These records were collected via web scraping from one of Poland's most popular car advertisement platforms. It serves as a valuable resource for anyone wishing to analyse regional market trends, price distribution, and vehicle attributes in Central Europe.
Columns
- ID: A unique identifier assigned to each offer.
- Price: The monetary value of the car listing.
- Currency: The currency used for the price, primarily Polish złoty (PLN), though Euro listings are also included.
- Condition: Indicates whether the vehicle is 'new' or 'used'.
- Vehicle_brand: The manufacturer's brand of the vehicle.
- Vehicle_model: The specific model of the vehicle.
- Vehicle_generation: The generational designation of the model.
- Vehicle_version: The specific version details of the vehicle.
- Production_year: The year the car was produced, spanning a wide historical range.
- Mileage_km: The total distance driven by the car, reported in kilometres.
- Power_HP: The car engine power measured in horsepower.
- Displacement_cm3: The engine size in cubic centimetres.
- Fuel_type: The type of fuel the car uses (e.g., Gasoline, Diesel).
- CO2_emissions: The car's CO2 emissions reported in g/km.
- Drive: The type of car drive (e.g., Front wheels, Rear wheels).
- Transmission: The type of gear system (Manual or Automatic).
- Type: The car body style (e.g., SUV, station wagon).
- Doors_number: The number of doors on the car.
- Colour: The body colour of the vehicle.
- Origin_country: The country of origin of the car.
- First_owner: A Boolean indicating whether the seller is the first owner.
- First_registration_date: The date the vehicle was first registered.
- Offer_publication_date: The date the advertisement was published.
- Offer_location: The address provided by the issuer of the offer.
- Features: A list of listed car features (e.g., ABS, airbags, parking sensors).
Distribution
The dataset contains 208,304 individual observations and includes 25 distinct variables. The data file, named
Car_sale_ads.csv, has a size of 165.67 MB. The data is available in a commonly used file format.Usage
This resource is perfectly suited for performing exploratory data analysis (EDA), generating advanced data visualization projects, and developing sophisticated price prediction models for the automotive sector.
Coverage
This data focuses entirely on the automotive market within Poland. Production years for the vehicles range from 1915 up to 2021. The majority of listings are for used cars, constituting approximately 88% of the observations. Currency predominantly uses Polish złoty, reflecting local market conditions. The data is updated quarterly.
License
CC0: Public Domain
Who Can Use It
- Data Scientists/Analysts: Ideal for building predictive models for car pricing and exploring complex data relationships.
- Market Researchers: Useful for assessing sales trends, popular models, and demographic distribution of vehicle features in the Polish market.
- Students/Academics: Excellent resource for university assignments focused on data visualization and introductory data analysis projects.
Dataset Name Suggestions
- Poland Car Adverts Snapshot
- Polish Used Vehicle Market Data
- Central Europe Car Sales Listings
- Poland Automotive Listings 200K
Attributes
Original Data Source: Polish Used Vehicle Market Data
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