Sample AirBnB Listings Dataset¶
On this page
The sample_airbnb
database is a compilation of vacation home
listings and reviews available on
Inside AirBnB.
To learn how to load the sample data provided by Atlas into your cluster, see Load Sample Data.
Collections¶
This database contains a single collection called
listingsAndReviews
.
The sample_airbnb.listingsAndReviews
collection contains documents
that represent the vacation home listing details and reviews of
customers about the listing. These documents reflect a randomized
subset of the original publicly available source, from several
different cities around the globe.
Indexes¶
This collection contains the following indexes:
Name | Index | Description | Properties |
---|---|---|---|
_id_ | { "_id": 1 } | Primary key index on _id field. | |
property_type_1_room_type_1_beds_1 | { "property_type": 1, "room_type": 1, "beds": 1 } | Compound index
on the property_type , room_type and beds fields. | |
name_1 | { "name": 1 } | Single field ascending index on the name field for queries
on the listing name. | |
address.location_2dsphere | { "address.location": "2dsphere" } | Geospatial 2dsphere index on the
address.location GeoJSON format field. |
Sample Document¶
{ "_id": "10006546", "listing_url": "https://www.airbnb.com/rooms/10006546", "name": "Ribeira Charming Duplex", "summary": "Fantastic duplex apartment with three bedrooms, located in the historic area of Porto, Ribeira (Cube)...", "interaction": "Cot - 10 € / night Dog - € 7,5 / night", "house_rules": "Make the house your home...", "property_type": "House", "room_type": "Entire home/apt", "bed_type": "Real Bed", "minimum_nights": "2", "maximum_nights": "30", "cancellation_policy": "moderate", "last_scraped": { "$date": { "$numberLong": "1550293200000" } }, "calendar_last_scraped": { "$date": { "$numberLong": "1550293200000" } }, "first_review": { "$date": { "$numberLong": "1451797200000" } }, "last_review": { "$date": { "$numberLong": "1547960400000" } }, "accommodates": { "$numberInt": "8" }, "bedrooms": { "$numberInt": "3" }, "beds": { "$numberInt": "5" }, "number_of_reviews": { "$numberInt": "51" }, "bathrooms": { "$numberDecimal": "1.0" }, "amenities": [ "TV", "Cable TV", "Wifi", "Kitchen", "Paid parking off premises", "Smoking allowed", "Pets allowed", "Buzzer/wireless intercom", "Heating", "Family/kid friendly", "Washer", "First aid kit", "Fire extinguisher", "Essentials", "Hangers", "Hair dryer", "Iron", "Pack ’n Play/travel crib", "Room-darkening shades", "Hot water", "Bed linens", "Extra pillows and blankets", "Microwave", "Coffee maker", "Refrigerator", "Dishwasher", "Dishes and silverware", "Cooking basics", "Oven", "Stove", "Cleaning before checkout", "Waterfront" ], "price": { "$numberDecimal": "80.00" }, "security_deposit": { "$numberDecimal": "200.00" }, "cleaning_fee": { "$numberDecimal": "35.00" }, "extra_people": { "$numberDecimal": "15.00" }, "guests_included": { "$numberDecimal": "6" }, "images": { "thumbnail_url": "", "medium_url": "", "picture_url": "https://a0.muscache.com/im/pictures/e83e702f-ef49-40fb-8fa0-6512d7e26e9b.jpg?aki_policy=large", "xl_picture_url": "" }, "host": { "host_id": "51399391", "host_url": "https://www.airbnb.com/users/show/51399391", "host_name": "Ana&Gonçalo", "host_location": "Porto, Porto District, Portugal", "host_about": "Gostamos de passear, de viajar, de conhecer pessoas e locais novos, gostamos de desporto e animais! Vivemos na cidade mais linda do mundo!!!", "host_response_time": "within an hour", "host_thumbnail_url": "https://a0.muscache.com/im/pictures/fab79f25-2e10-4f0f-9711-663cb69dc7d8.jpg?aki_policy=profile_small", "host_picture_url": "https://a0.muscache.com/im/pictures/fab79f25-2e10-4f0f-9711-663cb69dc7d8.jpg?aki_policy=profile_x_medium", "host_neighbourhood": "", "host_response_rate": { "$numberInt": "100" }, "host_is_superhost": false, "host_has_profile_pic": true, "host_identity_verified": true, "host_listings_count": { "$numberInt": "3" }, "host_total_listings_count": { "$numberInt": "3" }, "host_verifications": [ "email", "phone", "reviews", "jumio", "offline_government_id", "government_id" ] }, "address": { "street": "Porto, Porto, Portugal", "suburb": "", "government_area": "Cedofeita, Ildefonso, Sé, Miragaia, Nicolau, Vitória", "market": "Porto", "country": "Portugal", "country_code": "PT", "location": { "type": "Point", "coordinates": [ { "$numberDouble": "-8.61308" }, { "$numberDouble": "41.1413" } ], "is_location_exact": false } }, "availability": { "availability_30": { "$numberInt": "28" }, "availability_60": { "$numberInt": "47" }, "availability_90": { "$numberInt": "74" }, "availability_365": { "$numberInt": "239" } }, "review_scores": { "review_scores_accuracy": { "$numberInt": "9" }, "review_scores_cleanliness": { "$numberInt": "9" }, "review_scores_checkin": { "$numberInt": "10" }, "review_scores_communication": { "$numberInt": "10" }, "review_scores_location": { "$numberInt": "10" }, "review_scores_value": { "$numberInt": "9" }, "review_scores_rating": { "$numberInt": "89" } }, "reviews": [ { "_id": "362865132", "date": { "$date": { "$numberLong": "1545886800000" } }, "listing_id": "10006546", "reviewer_id": "208880077", "reviewer_name": "Thomas", "comments": "Very helpful hosts. Cooked traditional..." }, { "_id": "364728730", "date": { "$date": { "$numberLong": "1546232400000" } }, "listing_id": "10006546", "reviewer_id": "91827533", "reviewer_name": "Mr", "comments": "Ana & Goncalo were great on communication..." }, { "_id": "403055315", "date": { "$date": { "$numberLong": "1547960400000" } }, "listing_id": "10006546", "reviewer_id": "15138940", "reviewer_name": "Milo", "comments": "The house was extremely well located..." } ] }