Data Extraction from Amazon Laptop Listings
Employer not named by the sourceRemote
Frontier is not the employer and does not collect applications.
About this role
Python, Data Processing, Web Scraping, Data Mining, HTML, Data Extraction, BeautifulSoup, Selenium, Data Collection, Pandas · **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.