Part 3: How to Perform an EDA on Yelp Extracted Data?
This is the third in a series of articles that uses BeautifulSoup to scrape Yelp restaurant reviews and then apply Machine Learning to extract insights from the data. In this article, you will use the code to extract all the reviews in a list. The script will be as follows: import requests from bs4 import BeautifulSoup import time from textblob import TextBlob import pandas as pd#we use these argument to scrape the website rest_dict = [ { "name" : "the-cortez-raleigh", "link" : "https://www.yelp.com/biz/the-cortez-raleigh?osq=Restaurants&start=", "pages" : 3 }, { "name" : "rosewater-kitchen-and-bar-raleigh", "link" : "https://www.yelp.com/biz/rosewater-kitchen-and-bar-raleigh?osq=Restaurants&start=", "pages" : 3 } ]#scraping function def scrape