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U.S.-Airbnb-Open-Data - MaRDI portal

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U.S.-Airbnb-Open-Data

From MaRDI portal
Dataset:6036472



OpenML43369MaRDI QIDQ6036472

OpenML dataset with id 43369

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22102194/U.S.-Airbnb-Open-Data.arff

Upload date: 23 March 2022



Dataset Characteristics

Number of features: 17 (numeric: 10, symbolic: 0 and in total binary: 0 )
Number of instances: 226,030
Number of instances with missing values: 141,316
Number of missing values: 213,880

Description

Author: Kritik Seth

Context

Since its inception in 2008, Airbnb has disrupted the traditional hospitality industry as more travellers decide to use Airbnb as their primary means of accommodation. Airbnb offers travellers a more unique and personalized way of accommodation and experience.

Content

This dataset has columns describing features such as host id, hostname, listing id, listing name, latitude and longitude of listing, the neighbourhood, price, room type, minimum number of nights, number of reviews, last review date, reviews per month, availability, host listings and city.

Acknowledgements

This dataset is a compilation of multiple datasets found on Inside Airbnb.

Inspiration

  • Can we predict the price of each house in different regions?
  • Can we describe a region using the names of listings in that region?
  • What can we learn about different regions from the data?
  • Based on different factors is it possible to recommend a title to the host for his/her listing?
  • Can we estimate the popularity of a listing based on given features?







This page was built for dataset: U.S.-Airbnb-Open-Data

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