README.md

metadata

license: cc-by-4.0
tags:
  - geospatial
  - hotels
  - housing
size_categories:
  - 10K<n<100K
dataset_info:
  - config_name: weekdays
    features:
      - name: _id
        dtype: string
      - name: city
        dtype: string
      - name: realSum
        dtype: float64
      - name: room_type
        dtype: string
      - name: room_shared
        dtype: bool
      - name: room_private
        dtype: bool
      - name: person_capacity
        dtype: float64
      - name: host_is_superhost
        dtype: bool
      - name: multi
        dtype: int64
      - name: biz
        dtype: int64
      - name: cleanliness_rating
        dtype: float64
      - name: guest_satisfaction_overall
        dtype: float64
      - name: bedrooms
        dtype: int64
      - name: dist
        dtype: float64
      - name: metro_dist
        dtype: float64
      - name: attr_index
        dtype: float64
      - name: attr_index_norm
        dtype: float64
      - name: rest_index
        dtype: float64
      - name: rest_index_norm
        dtype: float64
      - name: lng
        dtype: float64
      - name: lat
        dtype: float64
    splits:
      - name: train
        num_bytes: 3998764
        num_examples: 25500
    download_size: 5303928
    dataset_size: 3998764
  - config_name: weekends
    features:
      - name: _id
        dtype: string
      - name: city
        dtype: string
      - name: realSum
        dtype: float64
      - name: room_type
        dtype: string
      - name: room_shared
        dtype: bool
      - name: room_private
        dtype: bool
      - name: person_capacity
        dtype: float64
      - name: host_is_superhost
        dtype: bool
      - name: multi
        dtype: int64
      - name: biz
        dtype: int64
      - name: cleanliness_rating
        dtype: float64
      - name: guest_satisfaction_overall
        dtype: float64
      - name: bedrooms
        dtype: int64
      - name: dist
        dtype: float64
      - name: metro_dist
        dtype: float64
      - name: attr_index
        dtype: float64
      - name: attr_index_norm
        dtype: float64
      - name: rest_index
        dtype: float64
      - name: rest_index_norm
        dtype: float64
      - name: lng
        dtype: float64
      - name: lat
        dtype: float64
    splits:
      - name: train
        num_bytes: 4108612
        num_examples: 26207
    download_size: 5451150
    dataset_size: 4108612
  - config_name: all
    features:
      - name: _id
        dtype: string
      - name: city
        dtype: string
      - name: realSum
        dtype: float64
      - name: room_type
        dtype: string
      - name: room_shared
        dtype: bool
      - name: room_private
        dtype: bool
      - name: person_capacity
        dtype: float64
      - name: host_is_superhost
        dtype: bool
      - name: multi
        dtype: int64
      - name: biz
        dtype: int64
      - name: cleanliness_rating
        dtype: float64
      - name: guest_satisfaction_overall
        dtype: float64
      - name: bedrooms
        dtype: int64
      - name: dist
        dtype: float64
      - name: metro_dist
        dtype: float64
      - name: attr_index
        dtype: float64
      - name: attr_index_norm
        dtype: float64
      - name: rest_index
        dtype: float64
      - name: rest_index_norm
        dtype: float64
      - name: lng
        dtype: float64
      - name: lat
        dtype: float64
      - name: day_type
        dtype: string
    splits:
      - name: train
        num_bytes: 8738970
        num_examples: 51707
    download_size: 10755078
    dataset_size: 8738970

Dataset Card for Dataset Name

Dataset Description

• Homepage: https://zenodo.org/record/4446043#.ZEV8d-zMI-R
• Paper: https://www.sciencedirect.com/science/article/pii/S0261517721000388

Dataset Summary

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

Additional Information

Licensing Information

The data is released under the licensing scheme from the original authors - CC-BY-4.0 (source).

Citation Information

@dataset{gyodi_kristof_2021_4446043,
  author       = {Gyódi, Kristóf and
                  Nawaro, Łukasz},
  title        = {{Determinants of Airbnb prices in European cities: 
                   A spatial econometrics approach (Supplementary
                   Material)}},
  month        = jan,
  year         = 2021,
  note         = {{This research was supported by National Science 
                   Centre, Poland: Project number 2017/27/N/HS4/00951}},
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.4446043},
  url          = {https://doi.org/10.5281/zenodo.4446043}
}