07—Data pipeline
E-Commerce Web Scraper
A scalable scraper and ETL pipeline feeding an e-commerce analytics dashboard in Power BI.
- Year
- 2024
- Discipline
- Data pipeline
- Stack
- Python, Selenium, BeautifulSoup, ETL, Power BI
07E-Commerce Web Scraper
10K+Products tracked daily
01Problem
Product and pricing data sat behind dynamic pages that simple scrapers couldn’t read.
02Build
Selenium renders the dynamic pages and BeautifulSoup parses them. Rate limiting and incremental updates keep the pipeline polite and efficient, and the cleaned data flows into Power BI.
03Outcome
More than 10,000 products tracked daily, with no manual collection.