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Milan-Airbnb-Open-Data-(only-entire-apartments)

active ARFF CC0: Public Domain Visibility: public Uploaded 23-03-2022 by Lowe
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Introduction The dataset contains all the entire apartments located in Milan (N = 9322). This public dataset is part of Airbnb, and the original source can be found on this website. Dataset Creation From the original dataset: 1) Nuisance variables were removed. 2) Variables were recoded in order to be clear and intuitive. 3) A series of dummy variables were created based on the services offered by each apartment (TV, WiFi, AirCondition, Wheelchairaccessible, Kitchen, Breakfast, Elevator, Heating, Washer, Iron, Hostgreetsyou, Paidparkingonpremises, Luggagedropoffallowed, Longtermstaysallowed, Doorman, Petsallowed, Smokingallowed, Suitableforevents, 24hourcheck_in).

61 features

Kitchen	numeric	2 unique values 0 missing
review_scores_rating	numeric	48 unique values 0 missing
review_scores_accuracy	numeric	9 unique values 0 missing
review_scores_cleanliness	numeric	9 unique values 0 missing
review_scores_checkin	numeric	8 unique values 0 missing
review_scores_communication	numeric	9 unique values 0 missing
review_scores_location	numeric	8 unique values 0 missing
review_scores_value	numeric	9 unique values 0 missing
instant_bookable	numeric	2 unique values 0 missing
cancellation_policy	numeric	2 unique values 0 missing
require_guest_profile_picture	numeric	2 unique values 0 missing
require_guest_phone_verification	numeric	2 unique values 0 missing
TV	numeric	2 unique values 0 missing
WiFi	numeric	2 unique values 0 missing
Air_Condition	numeric	2 unique values 0 missing
Wheelchair_accessible	numeric	2 unique values 0 missing
number_of_reviews	numeric	371 unique values 0 missing
Breakfast	numeric	2 unique values 0 missing
Elevator	numeric	2 unique values 0 missing
Heating	numeric	2 unique values 0 missing
Washer	numeric	2 unique values 0 missing
Iron	numeric	2 unique values 0 missing
Host_greets_you	numeric	2 unique values 0 missing
Paid_parking_on_premises	numeric	2 unique values 0 missing
Luggage_dropoff_allowed	numeric	2 unique values 0 missing
Long_term_stays_allowed	numeric	2 unique values 0 missing
Doorman	numeric	2 unique values 0 missing
Pets_allowed	numeric	2 unique values 0 missing
Smoking_allowed	numeric	2 unique values 0 missing
Suitable_for_events	numeric	2 unique values 0 missing
24_hour_check_in	numeric	2 unique values 0 missing
accommodates	numeric	15 unique values 0 missing
id	numeric	9322 unique values 0 missing
host_id	numeric	6215 unique values 0 missing
host_location	numeric	2 unique values 0 missing
host_response_time	numeric	2 unique values 0 missing
host_response_rate	numeric	52 unique values 0 missing
host_is_superhost	numeric	2 unique values 0 missing
host_total_listings_count	numeric	65 unique values 0 missing
host_has_profile_pic	numeric	2 unique values 0 missing
host_identity_verified	numeric	2 unique values 0 missing
neighbourhood_cleansed	numeric	9 unique values 0 missing
zipcode	numeric	45 unique values 0 missing
latitude	numeric	5205 unique values 0 missing
longitude	numeric	6024 unique values 0 missing
room_type	string	1 unique values 0 missing
Unnamed:_0	numeric	9322 unique values 0 missing
bathrooms	numeric	16 unique values 0 missing
bedrooms	numeric	10 unique values 0 missing
beds	numeric	15 unique values 0 missing
bed_type	numeric	5 unique values 0 missing
daily_price	numeric	301 unique values 0 missing
security_deposit	numeric	106 unique values 0 missing
cleaning_fee	numeric	97 unique values 0 missing
guests_included	numeric	14 unique values 0 missing
extra_people	numeric	63 unique values 0 missing
minimum_nights	numeric	37 unique values 0 missing
availability_30	numeric	31 unique values 0 missing
availability_60	numeric	61 unique values 0 missing
availability_90	numeric	91 unique values 0 missing
availability_365	numeric	366 unique values 0 missing