๐ฆ Flipkart Laptop Web Scraping Project Welcome to the Flipkart Web Scraping project! ๐ This project scrapes laptop data from Flipkart using Python and BeautifulSoup, cleans the data using Pandas, and prepares it for analysis and visualization.
๐ Project Objective
To extract detailed information about laptops listed on Flipkart, including:
๐งพ Product Name ๐ฐ Price โญ Rating
-This data can be used for: -Price trend analysis -Brand comparison -Market insights
๐ ๏ธ Tools & Technologies Used
Tool Purpose Python Scripting and automation BeautifulSoup HTML parsing & data extraction Requests Accessing webpage content Pandas Data cleaning and preprocessing Jupyter Notebook Development and visualization
๐ Sample Scraped Data
๐ Future Improvements
Add scraping for more pages and filters Integrate with Streamlit or Power BI Use Selenium for dynamic content Perform brand-wise EDA & visualization