# Airbnb Price Prediction — Data

来源：https://www.kaggle.com/competitions/airbnb-price-prediction/data

采集时间：2026-10-19T12:44:56Z

Airbnb, Inc. is an American company operating an online marketplace for short- and long-term homestays and experiences. This dataset offers a detailed overview of Airbnb listings spanning diverse locations, providing information on property features, pricing, reviews, and host characteristics. 

## Files

*   **Airbnb_train.csv** - the training set
*   **Airbnb_test.csv** - the test set
*   **sample_submission.csv** - a sample submission file in the correct format

## Columns

*   `id` - listing id
*   `property_type` - Property type
*   `room_type` - Room type
*   `amenities` - Amenities of the Airbnb
*   `accommodates` - Number of accommodations
*   `bathrooms` - Number of bathrooms
*   `bed_type` - Type of bed
*   `cancellation_policy` - Cancellation policies
*   `cleaning_fee` - Cleaning fees
*   `city` - City
*   `description` - Description
*   `first_review` - Date of the first review
*   `host_has_profile_pic` - If the host has profile pictures
*   `host_identity_verified` - If the identity of the host has been verified
*   `host_response_rate` - Percentage of reviews that have been responded by the host
*   `host_since` - Date since which the host started renting on Airbnb
*   `instant_bookable` - Bookable instantly
*   `last_review` - Date of the last review
*   `latitude` - Latitude
*   `longitude` - Longitude
*   `name` - Name of the listing
*   `neighbourhood` - Neighbourhood
*   `number_of_reviews` - Number of reviews
*   `review_scores_rating` - Average review scores
*   `thumbnail_url` - URL of the thumbnail
*   `zipcode` - Zipcode
*   `bedrooms` - Number of bedrooms
*   `beds` - Number of beds