datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
airbnb-synthetic-retrieval_beirThis is a copy of https://huggingface.co/datasets/jinaai/airbnb-synthetic-retrieval reformatted into the BEIR format. For any further information like license, please refer to the original dataset.
Disclaimer
This dataset may contain publicly available images or text data. All data is provided for research and educational purposes only. If you are the rights holder of any content and have concerns regarding intellectual property or copyright, please contact us at "support-data (at)… See the full description on the dataset page: https://huggingface.co/datasets/jinaai/airbnb-synthetic-retrieval_beir.airbnb_embeddings
Overview
This dataset consists of AirBnB listings with property descriptions, reviews, and other metadata.
It also contains text embeddings of the property descriptions as well as image embeddings of the listing image. The text embeddings were created using OpenAI's text-embedding-3-small model and the image embeddings using OpenAI's clip-vit-base-patch32 model available on Hugging Face.
The text embeddings have 1536 dimensions, while the image embeddings have 512 dimensions.… See the full description on the dataset page: https://huggingface.co/datasets/MongoDB/airbnb_embeddings.NYC-Airbnb-Open-DataairbnbThis dataset contains accommodation offers from the AirBnb platform from 10 European cities.
It has been copied from https://zenodo.org/record/4446043#.ZEV8d-zMI-R to make it available as a Huggingface Dataset.
It was originally published as supplementary material for the article: Determinants of Airbnb prices in European cities: A spatial econometrics approach
(DOI: https://doi.org/10.1016/j.tourman.2021.104319)Airbnb-Data-Map-Nyc⚠️Users are accountable for the content they generate using this platform. It is their responsibility to ensure that all generated content meets appropriate ethical standards and complies with all relevant laws and regulations. The platform providers are not liable for any content created by users, including but not limited to text, images, and videos. Users should exercise caution and respect the rights and privacy of others when creating and sharing content.
airbnb_multicityDataset title: Airbnb.
Dataset authors: Julia Moska, Oleksii Furman, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk, Piotr Gramacki, Piotr Szymański - Wrocław University of Science and Technology
Data authors: The data originates from the Airbnb platform and was fetched via the InsideAirbnb.com service.
Collection date: Data was collected from June 5, 2022, to May 18, 2023.
Research methodology and tools used for data acquisition: Data spans 80 cities worldwide. The dataset was… See the full description on the dataset page: https://huggingface.co/datasets/kraina/airbnb_multicity.Airbnb-Mar-2022-2023airbnb-global-market-analysis
Global Airbnb Market Analysis: Pricing and Host Dynamics
Repository Contents
File
Description
airbnb_top_cities_final.csv
The final, cleaned dataset used for this analysis (normalized to USD).
Airbnb_Market_Analysis_EDA.ipynbThe full Python notebook containing all cleaning code and visualizations.
Google Colab Notebook
Direct link to the live interactive research environment.
README.md
This document, providing the project overview and key findings.… See the full description on the dataset page: https://huggingface.co/datasets/rotemvahava/airbnb-global-market-analysis.us-airbnb-eda-2023
U.S. Airbnb Open Data 2023 — EDA Project
Course: Data ScienceDataset Source: Kaggle - US Airbnb Open Data
Dataset Overview
This dataset contains over 230,000 Airbnb listings from 27 major U.S. cities in 2023.Each listing includes information about price, room type, location, number of reviews, availability, and host details.
Main Goal: Explore what factors influence Airbnb listing prices across different U.S. cities.
Data Cleaning Decisions
Dropped… See the full description on the dataset page: https://huggingface.co/datasets/almador2002/us-airbnb-eda-2023.airbnb-usa-co-denverairbnb-synthetic-retrieval_deprecated
AirBnB Chart Retrieval
This dataset is created from the original Kaggle New York City Airbnb Open Data dataset. The tables are rendered and queries created using templates.
The text_description column contains OCR text extracted from the images using EasyOCR.
This particular dataset is a subsample of at maximum 1000 random rows per language from the full dataset which can be found here.
Disclaimer
This dataset may contain publicly available images or text data. All… See the full description on the dataset page: https://huggingface.co/datasets/jinaai/airbnb-synthetic-retrieval_deprecated.airbnb-ca-on-torontoairbnb-ca-bc-vancouverairbnbThis dataset contains accommodation offers from the AirBnb platform from 10 European cities.
It has been copied from https://zenodo.org/record/4446043#.ZEV8d-zMI-R to make it available as a Huggingface Dataset.
It was originally published as supplementary material for the article: Determinants of Airbnb prices in European cities: A spatial econometrics approach
(DOI: https://doi.org/10.1016/j.tourman.2021.104319)airbnb-stock-priceairbnb-san-francisco-202403-embed
Overview:
This dataset consists of AirBnB listings with property descriptions, reviews, and other metadata.
It also contains text embeddings of the property descriptions, which were created using OpenAI's text-embedding-3-small model.
Data:
https://insideairbnb.com/san-francisco/
Data Dictionary:
Field
Type
Calculated
Description
Reference
id
integer
Airbnb's unique identifier for the listing
listing_url
text
y
scrape_id
bigint
y
Inside… See the full description on the dataset page: https://huggingface.co/datasets/bstraehle/airbnb-san-francisco-202403-embed.airbnb-usa-ny-newyorkairbnb-usa-tn-nashvilleairbnb-ca-mb-winnipegmelbourne_airbnb_ordinal
Dataset Card for "melbourne_airbnb_ordinal"
More Information needed
airbnb-synthetic-retrieval
AirBnB Chart Retrieval
This dataset is created from the original Kaggle New York City Airbnb Open Data dataset. The tables are rendered and queries created using templates.
The text_description column contains OCR text extracted from the images using EasyOCR.
This particular dataset is a subsample of at maximum 1000 random rows per language from the full dataset which can be found here.
Disclaimer
This dataset may contain publicly available images or text data. All… See the full description on the dataset page: https://huggingface.co/datasets/jinaai/airbnb-synthetic-retrieval.Airbnb_open_data
EDA Summary — Airbnb Open Data - Lior Feinstein
This project explores an Airbnb dataset to understand which factors influence the review ratings that listings receive. The analysis includes data cleaning, visualizations, and investigations into how price, room type, neighbourhood group, and host activity relate to guest review rating.
1. Dataset Overview
The dataset consists of 102,599 Airbnb listings in the New York City,United States. It includes 26 original features… See the full description on the dataset page: https://huggingface.co/datasets/Liori25/Airbnb_open_data.airbnb-usa-tx-austinairbnb-usa-dc-washingtonairbnb-usa-or-portlandairbnb-reviewsairbnb_summaries
Dataset Card for "airbnb_summaries"
More Information needed
ml-interview-examples-inside-airbnbairbnb_listings_fullmelbourne_airbnb_all_text
Dataset Card for "melbourne_airbnb_all_text"
More Information needed