Data Extraction from Amazon Laptop Listings

**Amazon Laptop Web Scraping & Data Extraction** Developed a Python-based web scraping project to collect laptop product information from Amazon search results and convert unstructured HTML data into a structured dataset. **Key work performed:** • Automated Amazon search-page navigation using Selenium WebDriver • Scraped laptop listings across multiple search-result pages • Collected and saved **438 product HTML containers** for further processing • Parsed HTML content using BeautifulSoup • Extracted product information including **model name, price, rating, and available offers** • Implemented handling for missing values using `"N/A"` • Combined scraped records into a Pandas DataFrame • Exported the final structured dataset to CSV for further analysis • Organized the scraping workflow into separate data collection and data-processing stages **Technologies:** Python, Selenium, BeautifulSoup, Pandas, HTML, CSV This project demonstrates practical experience in automated web data collection, HTML parsing, data structuring, and preparing scraped information for downstream data analysis.