This is a project where I used BeautifulSoup to web scrape data from a post by Timeout regarding the 100 best restaurants in New York. I web scraped throught the data and extracted 4 main features -
• Name of the restaurant
• Details about the restaurant
• Location
• Cuisine
Eventually I used cosine-similarity for matching the features and recommending the restaurant to the user. I will be updating the repository for multiple web-pages by time-out to improve my model.
• Numpy