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This project is based on the Yelp Dataset Challenge where we are trying to solve one Business problem as part of the Business Intelligence.

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Yelp-Dataset-Challenge

This project is based on the Yelp Dataset Challenge where we are trying to solve one Business problem as part of the Business Intelligence.

Problem: Based on User Reviews, which food item to suggest to a new user for a Restaurant

Dataset format in JSON for the project

  • yelp_academic_dataset_business.json

{

"business_id":"encrypted business id",

"name":"business name",

"stars":star rating, rounded to half-stars,

"review_count":number of reviews,

"is_open":0/1 (closed/open),

"attributes":["an array of strings: each array element is an attribute"],

"categories":["an array of strings of business categories"],

"type": "business"

}

  • yelp_academic_dataset_review.json

{

"review_id":"encrypted review id",

"user_id":"encrypted user id",

"business_id":"encrypted business id",

"stars":star rating, rounded to half-stars,

"text":"review text",

"useful":number of useful votes received,

"funny":number of funny votes received,

"cool": number of cool review votes received,

"type": "review"

}

  • yelp_academic_dataset_user.json

{

"user_id":"encrypted user id",

"name":"first name",

"review_count":number of reviews,

"average_stars":floating point average like 4.31,

"type":"user"

}

  • yelp_academic_dataset_tip.json

{

"text":"text of the tip",

"date":"date formatted like 2009-12-19",

"likes":compliment count,

"business_id":"encrypted business id",

"user_id":"encrypted user id",

"type":"tip"

}

Important Attributes in each Dataset related to project

  • Business Dataset: Business ID, Review Count, Open or Close, Stars, Name,

  • Review Dataset: User ID, Review ID, Business ID (to get Business Type, Stars, Review count and location), useful, cool.

  • User Dataset: User ID, Elite, yelping_since, name, review_count, friends, fan, useful, cool.

  • Tip Dataset: Text, likes, business id, user_id, type

Related Research Paper

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This project is based on the Yelp Dataset Challenge where we are trying to solve one Business problem as part of the Business Intelligence.

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