Some businesses say they accept creditĬards or not, and the rest of them say nothing about credit cards. Of them do not say anything about bike parking. Some businesses clearly state whether they provide bike parking or not, and the rest However, the format for different rows varies. įor those rows with values, they are all valid. The value can take 0, meaning the business is closed, or 1, meaning the business is open. Īll of the values are valid, namely non-negative. The values range from 1.0 to 5.0, with a stride of 0.5. The Y-axis is the number of rows that take a particular value.įrom the chart, we can see that all the values are valid. The following chart demonstrates the distribution of different values for stars. The remaining parts are valid, which have been verified with the aid of Google Map. It should be noted that the file contains both US and Canada Postal Code. There are some rows with missing values with respect to this attibute. Some of the values have inaccurate decoding problem. We believe this can also be attibuted to inaccurate decoding.Īnother issue is that there are also strange characters in some rows. There are many rows with missing values with respect to this attibute.īesides that, there are several names with strange characters, such as “Notre-Dame-de-Gr芒ce”. We believe these names use special characters that include diacritics,Īnd were inaccurately decoded during the data collection and processing procedure. “H么tel Auberge Montréal Espace Confort”, “L'am猫re 脌 Boire”, However, there are several names with strange characters, e.g., business’s categories, e.g., “Mexican”, “Burgers”, etc.įor most of the ID, it is a string that contains 22 characters.business’s attributes, e.g., whether it offers parking, etc.business’s full address, including street, city and state.The dataset is named “yelp_academic_dataset_business.json”, which contains the following information: Analysis on Business Dataset Components of the Dataset
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