eBay Used Car Sales

March 2024 Business Difficulty 3/5 TXT · XLSX 50.1 MB 371,404 rows × 22 cols 25 downloads
  • ebay
  • cars
  • used-vehicles
  • pricing
  • geographic

371,404 eBay used-car listings with brand, model, year of registration, fuel type, gearbox, power, kilometers, and price fields. Supports pricing-model studies, regional-discount analysis, and depreciation curves.

Challenge brief

eBay Used Car Sales - Challenge Brief

Challenge period: March 2024 Dataset: Reconstructed brief based on the shipped data file for the March 2024 DataDNA challenge.

About the data

The primary data table for this challenge carries the following columns:

  • dateCrawled
  • name
  • seller
  • offerType
  • price
  • abtest
  • vehicleType
  • yearOfRegistration
  • gearbox
  • powerPS
  • model
  • kilometer
  • monthOfRegistration
  • fuelType
  • brand
  • notRepairedDamage
  • dateCreated
  • nrOfPictures
  • postalCode
  • Lattitude
  • Longitude
  • lastSeen

Suggested analytical angles

  • Which vehicle types and brands hold value best against age?
  • How do fuel type and gearbox interact with price?
  • Which regions have the largest unrepaired-damage discounts?
  • How do listing length and power predict final price?

What great submissions did

This brief was reconstructed from the dataset contents in 2026 as part of the Playground audit. The original March 2024 challenge brief was not preserved as a separate file in the source archive, so the analytical angles above are inferred from the column list. See the corresponding /challenges/ entry on datadna.onyxdata.co.uk for examples of how participants approached the data.

This dataset was the subject of the DataDNA March 2024 community challenge. The original scoring and leaderboard pre-date the current submission system and are not available for display.

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