Case Study · Automotive

ACV Auctions: Vehicle Data

Selenium automation with auto login and infinite scrolling. Massive vehicle records with deduplication.

ACV Auctions: Vehicle Data project preview
Role
Web scraping and data extraction
Industry
Automotive
Outcome
Endless scraping

The Challenge

ACV Auctions sits behind a login and loads vehicles through infinite scrolling, so simple scripts either get logged out or miss records. The client needed every vehicle without duplicates.

The Solution

  • Built a Selenium automation for the logged-in auction pages
  • Automated login so sessions stay authenticated
  • Handled infinite scrolling to load every vehicle on the page
  • Deduplicated records and exported them to Excel

The Results

  • Large-scale vehicle datasets collected continuously
  • Clean, deduplicated records ready for analysis
  • No manual logins or page-by-page copying

Tech Stack

  • Python
  • Selenium
  • Pandas
  • Excel

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