Collection of upcoming Web Scraping & Automation projects.

Airbnb NYC Price / Review / Score Analysis

This project scrapes Airbnb listings, cleans the data, calculates a price-performance score and outputs a ranked list of the best stays.

Features

• Automated data scraping (Selenium + BeautifulSoup)
• Data cleanup & normalization (Pandas)
• Price-per-night calculation
• Score formula → (rating * review_count) / price_per_night
• Final ranked & customer-ready output table

Output Example

Title	Location	Price/Night	Rating	Reviews	Score
Midtown Cozy Room	Manhattan, NY	3100	4.93	280	0.45

Run

bash python airbnb_scrapper.py python airbnb_scrapper_clean.py

🎥 Demo Video

Airbnb Scraper How its work???
Video: https://www.youtube.com/watch?v=P-SZv98t6fY