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![define yelp define yelp](https://s3-media4.fl.yelpcdn.com/bphoto/NHCRRLpZzAJfewGy1gTsXw/o.jpg)
In 2009, it entered unsuccessful negotiations to be acquired by Google. From 2009 to 2012, Yelp expanded throughout Europe and Asia. By 2010, it had $30 million in revenue, and the website had published about 4.5 million crowd-sourced reviews. Yelp grew in usage and raised several rounds of funding in the following years. Yelp was founded in 2004 by former PayPal employees Russel Simmons and Jeremy Stoppelman. It is headquartered in San Francisco, California. It also operates Yelp Reservations, a table reservation service. is an American company that develops the website and the Yelp mobile app, which publish crowd-sourced reviews about businesses.
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['American (New)', 'Southern', 'French', 'Rest.ĥ11 N Church St\nFourth Ward\nCharlotte, NC 28202Īttributes.Accepts Credit Cards 2636 non-null float64Īttributes.Accepts Insurance 3 non-null float64Īttributes.Ages Allowed 15 non-null objectĪ 1719 non-null float64Ī 1719 non-null float64Ī 1719 non-null float64Ī 1719 non-null float64Ī 1719 non-null float64Ī 1719 non-null float64Ī 1719 non-null float64Ī 1719 non-null float64Ī search, business ratings and reviews, online food delivery, local homeowner services ['American (Traditional)', 'Hot Dogs', 'Breakf.Ĥ01 S Tryon St\nUptown\nCharlotte, NC 28202 ['Sandwiches', 'Pizza', 'Chicken Wings', 'Rest. Ĩ706 Pineville-Matthews Road\nSuite 100\nCharl. ['Food', 'Sandwiches', 'Bagels', 'Breakfast &. Based on the model, we can then define the important features of a successful food business in Charlotte.Īttributes.Dietary Restrictions.dairy-freeĪttributes.Dietary Restrictions.gluten-freeĪttributes.Dietary Restrictions.vegetarianĪttributes.Hair Types Specialized In.africanamericanĪttributes.Hair Types Specialized In.asianĪttributes.Hair Types Specialized In.coloringĪttributes.Hair Types Specialized In.curlyĪttributes.Hair Types Specialized In.extensionsĪttributes.Hair Types Specialized In.kidsĪttributes.Hair Types Specialized In.permsĪttributes.Hair Types Specialized In.straightperms We intend to measure the effectiveness of the model based on classification accuracy of Yelp's historical data. We look at the Charlotte food businesses from the following perspective. It can further provide suggestions to help businesses to improve and succeed. This idea can be further extended to analyse the reviews and the attributes of a business and predict its success or failure. Focussing on keywords from the reviews, it's sentiment and other significant effects caused by the attributes of a business we can model the success or failure of a business.
![define yelp define yelp](https://i.ytimg.com/vi/xnDYaiyEHr0/maxresdefault.jpg)
We look at how the location, keywords and attributes affect the success of the business. Here in the first phase, we focus on visualizations (graphs, plots and maps) to explore the data in a way that can be useful for further analysis.
![define yelp define yelp](http://acronymsandslang.com/acronym_image/389/f3f7c47c03eefeb17ea50a023c0d34b3.jpg)
Some of the questions we will be interested in includes how well we can guess a review's rating from its text alone? What are the most common positive and negative words used in reviews? Can we extract tips from reviews? Is it possible to predict the closure of a business based on the reviews received? The idea is to find attributes that result in high ratings and thus suggest improvements in certain services in order to attract more customers. Here, we plan to conduct a sentiment analysis of the text description of the reviews received for food businesses in Charlotte. The goal is to classify sentiments using the enormous review data text and predict the success or failure of a business. People can also vote on user reviews if they find it useful, funny or cool. The reviews consists of text description, star ratings, reviewer’s information, business descriptions for various categories (as defined by Yelp) etc. These reviews shared by service users are valuable for both business owners and prospective customers. In today’s era of internet and information, it has become easier to find people with similar experiences you are looking for and website services like Yelp are playing an important role in making such information readily available. One’s ability of making decisions is largely dependent on others opinions with similar experiences.
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