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ZenRows German Automotive Dataset
Stock & Market Data
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About
This dataset provides a detailed collection of German used car market data, scraped from AutoScout24, one of Europe's largest car marketplaces. It includes information on both new and used vehicles from 2011 to 2021, offering insights into various car specifications and market trends over this decade. The data was automatically collected using tools developed by ZenRows.
Columns
- mileage: Kilometres travelled by the vehicle. Examples range from 0 to over 1 million km.
- make: The manufacturer of the car. Common makes include Volkswagen and Opel.
- model: The specific model of the car. Examples include Golf and Corsa.
- fuel: The type of fuel the vehicle uses, such as Gasoline or Diesel.
- gear: Indicates whether the car has a Manual or Automatic transmission.
- offerType: The category of the vehicle listing, such as Used or Pre-registered.
- price: The sale price of the vehicle, ranging from £1,100 to £1.2 million.
- hp: The horse power of the vehicle, varying from 1 to 850 hp.
- year: The vehicle's registration year, spanning from 2011 to 2021.
Distribution
The dataset is provided as a Tabular file,
autoscout24-germany-dataset.csv, with a size of 2.62 MB. It contains 9 columns and approximately 46.4 thousand valid records. The data structure is well-organised for analysis.Usage
This dataset is ideal for a variety of applications focusing on the German automotive market. Potential uses include:
- Analysing used car pricing trends and factors affecting value.
- Studying vehicle specifications and their popularity.
- Market research into sales patterns for different makes, models, and fuel types.
- Developing predictive models for car valuation.
- Understanding the dynamics of new versus used car offerings.
Coverage
The data primarily covers the German automotive market. The time range for the collected information spans from 2011 to 2021, offering a decade's worth of historical market data. It includes basic fields like make, model, mileage, and horse power, providing a broad overview of car data within this period.
License
CC0: Public Domain
Who Can Use It
This dataset is suitable for a wide range of users, including:
- Automotive Industry Professionals: For market analysis, product planning, and competitive intelligence.
- Data Scientists and Analysts: For building statistical models, machine learning applications, and data visualisation projects related to vehicles.
- Researchers: Studying economic trends, consumer behaviour in the car market, or the impact of vehicle specifications.
- Students: For academic projects in data science, economics, or engineering.
Dataset Name Suggestions
- German AutoScout24 Car Market Data
- Germany Used Car Sales 2011-2021
- ZenRows German Automotive Dataset
- Used Cars Germany: AutoScout24 Listings
- German Vehicle Market Insights
Attributes
Original Data Source: ZenRows German Automotive Dataset
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