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DATA EXPLORATION

Dataset :
We took online available hotel review datasets from US (United States). This dataset has the same instance format and attributes.
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Retrieved from :
https://www.kaggle.com/datafiniti/hotel-reviews
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Attribute :
  • Address
    This is the address of the hotel located or the name of the place that the hotel located.
  • Category
    There are many category of hotel, for example motel, budget hotel, resorts, villas and etc.
  • City
    This is the city of the hotel located.
  • Country
    The country of the hotel located, which is US.
  • Latitude and longitude
    Latitude is distance north or south of the equator and longitude is distance east or west of the prime meridian. Latitude is used together with longitude to specify the precise location of the hotel.
  • Name
    This attribute is the name of the hotel.
  • Postal Code
    This is a group of numbers or letters which are added to a postal address. Every area denoted by a particular postcode.
  • Province
    A province is an administrative division within a country or state.
  • Review date
       The time when customer fill up the review form
  • Review date added
    The time when the authorizer processes the customer review
  • Review do recommend
    The new idea recommends by the customer in order to improve the service provided
  • Review id
    Every review will be given an id
  • Review rating
    This show how much the customer satisfied with the service provided
  • Review text
       The opinion given by the customer based on their satisfaction on the service provided
  • Review title
    The title of their review normally won’t be so long, 1 row is enough
  • Review user city
    The city of the customer live.
  • Review username
    The name of the customer
  • Review user province
        The state of the customer live
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Data Visualization
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