Yelp Data Analysis

Yelp is the leading crowd-sourced reviews about local businesses. It has around 2.8 million number of claimed business and about 145 million average monthly unique visitors. We utilized yelp data set to determining Potential Real Estate Property by Analyzing its Vicinity. An ideal real estate property must have all the required resources and facilities at a convenient distance. Thus with the data of all the business entities we used coordinates of a particular location to analyze its vicinity. Business categories that we have considered are Hospital, Pharmacy, Restaurants, Grocery, Shopping,Education, Active life, and Transport. As each of this entity has its own level of importance thus we gave particular weightage to different entities so as to get the overall score of a particular vicinity and determine how convenient the location is. Potential customers for this business problems are Property Brokers and Real Estate Buyers.

Yelp Dataset was used to collect business data based on particular location. Dataset was imported into MongoDB for convenient data retrieval and Python was used to analyze business entities.