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NZ Hotel Pricing and Amenities Data
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About
The TripAdvisor New Zealand Hotels dataset facilitates data-driven exploration of accommodation options in the country. By providing details on hotel names, customer feedback, and pricing across various vendors, the dataset supports market analysis and benchmarking within the travel sector. It is highly suitable for studying hospitality trends and customer preferences based on services offered, such as free Wi-Fi or parking.
Columns
The dataset contains 10 distinct columns detailing hotel attributes:
- Hotel_Title: Contains the names of the hotels; 2,937 of the 3,000 records are unique.
- Booking_price: Details the booking price of hotels, with 57% of entries missing this value.
- Vendor_price: Contains the vendor price of accommodations; 27% of records have missing values.
- Trip_price: Shows the price listed via Trip; 81% of entries are empty.
- Expedia_price: Represents pricing information sourced from Expedia, with 76% of entries missing this data.
- Category: Lists the category of the hotel, containing 20 unique types of accommodation, such as "Bed and Breakfast".
- Review: Holds information concerning the number of customer reviews recorded.
- Comment: Contains the comments provided by customers; there are 2,910 unique comment values.
- Free_wifi: Indicates the availability of free wireless internet service, which is present in 76% of listings.
- Free_parking: Details whether free parking is offered, a service available in 88% of records.
Distribution
This is a static tabular data file expected to be supplied in CSV format, named
tripadvisor_Newzeland_Hotels.csv. The dataset contains 3,000 records. The file size is 478.84 kB. The expected update frequency for this dataset is never.Usage
This data is ideal for several analytical applications, including performing market analysis of the New Zealand hospitality industry and benchmarking hotel pricing strategies across different vendors. It is useful for data-driven exploration aimed at trip planning, allowing for the filtering and comparison of accommodation options based on amenities and price points. The data also supports training classification models, particularly those based on hotel categories and service availability.
Coverage
The geographic scope of the data is limited exclusively to hotels and accommodations located within New Zealand. The dataset provides a snapshot of hotel listings captured at the time of data collection.
License
CC0: Public Domain
Who Can Use It
- Data Scientists: For training classification models and conducting statistical analysis of pricing and amenities.
- Travel Industry Analysts: To uncover valuable insights into regional pricing, service offerings, and competitive strategies within New Zealand.
- Developers: To build applications or tools that help consumers compare hotel options based on cost and features.
Dataset Name Suggestions
- Tripadvisor New Zealand Hotels Ratings 3K
- NZ Hotel Pricing and Amenities Data
- New Zealand Hospitality Industry Snapshot
Attributes
Original Data Source: NZ Hotel Pricing and Amenities Data
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