Sami Asghar

Competitor analysis/ scraping website: an overview of their most populair online only assortiment.

Upwork • Freelance

Sep 2024 - Oct 2025 • 1 yr 1 mo

Competitor Analysis & E-commerce Web Scraping (Python + Selenium) I worked on a competitor-analysis project focused on identifying the most popular “online-only” product assortment from a major e-commerce website. Using Python with Selenium, I built an automated scraping workflow to extract key product information, including titles, prices, images, categories, stock status, and popularity indicators. I ensured high accuracy and precision by implementing robust selectors, handling dynamic content, scrolling, pagination, and verifying each extracted data point. All collected information was cleaned, structured, and exported into a well-organized Excel spreadsheet, ready for business analysis and comparison. This project strengthened my skills in: Advanced Python + Selenium automation Scraping dynamic e-commerce websites Data cleaning, validation, and structuring Exporting data to Excel/CSV with accuracy Supporting competitor insights and business decisions