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Sample AirBnB Listings Dataset

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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.

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.

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.
{
"_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..."
}
]
}
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