{ "data_id": "43450", "name": "Milan-Airbnb-Open-Data-(only-entire-apartments)", "exact_name": "Milan-Airbnb-Open-Data-(only-entire-apartments)", "version": 1, "version_label": "v1.0", "description": "Introduction\nThe dataset contains all the entire apartments located in Milan (N = 9322). \nThis public dataset is part of Airbnb, and the original source can be found on this website.\nDataset Creation\nFrom the original dataset:\n1) Nuisance variables were removed. \n2) Variables were recoded in order to be clear and intuitive. \n3) 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).", "format": "arff", "uploader": "Onur Yildirim", "uploader_id": 30126, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-23 13:21:52", "update_comment": null, "last_update": "2022-03-23 13:21:52", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102275\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Milan-Airbnb-Open-Data-(only-entire-apartments)", "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 " ], "weight": 5 }, "qualities": { "NumberOfInstances": 9322, "NumberOfFeatures": 61, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 60, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.006543660158764213, "PercentageOfNumericFeatures": 98.36065573770492, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": null, "PercentageOfMissingValues": 0 }, "tags": [ { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "Unnamed:_0", "index": "0", "type": "numeric", "distinct": "9322", "missing": "0", "min": "1", "max": "9322", "mean": "4662", "stdev": "2691" }, { "name": "id", "index": "1", "type": "numeric", "distinct": "9322", "missing": "0", "min": "23986", "max": "36463651", "mean": "19080417", "stdev": "10805435" }, { "name": "host_id", "index": "2", "type": "numeric", "distinct": "6215", "missing": "0", "min": "24054", "max": "272679812", "mean": "66233909", "stdev": "76863959" }, { "name": "host_location", "index": "3", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "host_response_time", "index": "4", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "host_response_rate", "index": "5", "type": "numeric", "distinct": "52", "missing": "0", "min": "1", "max": "57", "mean": "53", "stdev": "10" }, { 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