The Challenge
The client needed Coldwell Banker's agent directory as a clean spreadsheet. The directory spans many pages, and long runs need to survive errors without producing duplicates.
The Solution
- Built a Selenium scraper for the full agent directory
- Handled pagination with error handling and automatic retries
- Deduplicated agents with Pandas
- Exported clean results to Excel and Google Sheets
The Results
- Mass extraction of the agent directory
- Duplicate-free, clean records
- Spreadsheets ready to share
Tech Stack
- Python
- Selenium
- Pandas
- Excel
- Google Sheets
Need something similar?
Tell me what you need on Upwork. I respond within 2 hours with a clear plan, timeline, and cost.
Hire Me on Upwork
