Yelp Review Scraper

This scraper allows you to extract reviews and business-related data from a Yelp business page. You simply provide the Yelp business URL, and the scraper will collect details about the reviews and the business itself, including the following information:

Instructions

Enter the business URL on Yelp that you want to scrape reviews from. It's that simple!

Sample Output

Here is an example of the output you can expect from scraping Yelp reviews:

1{
2  "1 Star Count": 0,
3  "2 Star Count": 0,
4  "3 Star Count": 1,
5  "4 Star Count": 7,
6  "5 Star Count": 167,
7  "Author Location": "Mexico, ME",
8  "Author Name": "Shon K.",
9  "Helpful Count": 1,
10  "Thanks Count": 0,
11  "Love this Count": 0,
12  "Overall Rating": 4.9,
13  "Profile Picture": "https://s3-media0.fl.yelpcdn.com/photo/av4h78_nAzSTaer8ier36w/30s.jpg",
14  "Rating": 5,
15  "Review Count": 844,
16  "Review Text": "Best GYROS on the west side, hands down.  I might even dare say, best in the PDX Metro area?  Would be a battle worth tasting, that is for sure.\n\nI no longer live in the area so do not visit here anymore, top it off my diet has drastically changed and I no longer eat meat BUT if there was a spot that would make me move and consider changing my diet again, this place might be it.\n\nEnjoy the fresh food, friendly service and clean location.  or get it to go and eat it in your car, that's what I usually did and it saved me from eating 3 or 4 more at the same time (so good)",
17  "Business Reply Text": "No reply",
18  "User Photos": [ ],
19  "Yelp Elite": "Yes"
20}

Data Dictionary

[1 Star Count]: This is the number of 1-star reviews the business has received. [2 Star Count]: This is the number of 2-star reviews the business has received. [3 Star Count]: This is the number of 3-star reviews the business has received. [4 Star Count]: This is the number of 4-star reviews the business has received. [5 Star Count]: This is the number of 5-star reviews the business has received. [Author Location]: The location of the person who wrote the review [Author Name]: The name of the person who wrote the review [Helpful Count]: The number of people who found the review helpful. [Thanks Count]: The number of people who thanked the reviewer. [Love this Count]: The number of people who expressed love for the review. [Overall Rating]: The overall average rating the business has received based on all reviews [Profile Picture]: A URL to the profile picture of the reviewer. [Rating]: The rating given by the reviewer for the specific business [Review Count]: The total number of reviews written by this particular reviewer. [Review Text]: The content of the review written by the reviewer. [Business Reply Text]: The response (if any) from the business to the review. [User Photos]: Any photos uploaded by the reviewer along with the review. [Yelp Elite]: Indicates whether the reviewer is a part of Yelp's Elite group.