{ "data_id": "43818", "name": "Buenos-Aires-Airbnb-Data", "exact_name": "Buenos-Aires-Airbnb-Data", "version": 1, "version_label": "v1.0", "description": "Context\nFor Past a decade, Airbnb has emerged as a great personalized staying option for customers worldwide.This dataset gives the details of Airbnb listings in Buenos Aires as on 24th November 2019\nContent\nThis dataset includes all information about hosts, geographical availability, necessary metrics to make predictions and perform analysis\nAcknowledgements\nThis public dataset was published by Airbnb and the exact source is found here\nInspiration\nWhat can we know about various hosts?\nWhat are the major busy areas of Buenos Aires?\nWhich hosts are one of the busiest and why ?", "format": "arff", "uploader": "Elif Ceren Gok", "uploader_id": 30125, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 15:30:05", "update_comment": null, "last_update": "2022-03-24 15:30:05", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102643\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Buenos-Aires-Airbnb-Data", "Context For Past a decade, Airbnb has emerged as a great personalized staying option for customers worldwide.This dataset gives the details of Airbnb listings in Buenos Aires as on 24th November 2019 Content This dataset includes all information about hosts, geographical availability, necessary metrics to make predictions and perform analysis Acknowledgements This public dataset was published by Airbnb and the exact source is found here Inspiration What can we know about various hosts? What are " ], "weight": 5 }, "qualities": { "NumberOfInstances": 22877, "NumberOfFeatures": 15, "NumberOfClasses": null, "NumberOfMissingValues": 12925, "NumberOfInstancesWithMissingValues": 6461, "NumberOfNumericFeatures": 10, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.0006556803776718975, "PercentageOfNumericFeatures": 66.66666666666666, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 28.242339467587534, "AutoCorrelation": null, "PercentageOfMissingValues": 3.766519502848567 }, "tags": [ { "uploader": "38960", "tag": "Machine Learning" }, { "uploader": "38960", "tag": "Statistics" } ], "features": [ { "name": "id", "index": "0", "type": "numeric", "distinct": "22877", "missing": "0", "min": "7270", "max": "40352426", "mean": "24876700", "stdev": "11911907" }, { "name": "name", "index": "1", "type": "string", "distinct": "22125", "missing": "10" }, { "name": "host_id", "index": "2", "type": "numeric", "distinct": "14851", "missing": "0", "min": "2616", "max": "311888381", "mean": "97397306", "stdev": "92740443" }, { "name": "host_name", "index": "3", "type": "string", "distinct": "3690", "missing": "25" }, { "name": "neighbourhood", "index": "4", "type": "string", "distinct": "48", "missing": "0" }, { "name": "latitude", "index": "5", "type": "numeric", "distinct": "7269", "missing": "0", "min": "-35", "max": "0", "mean": "-35", "stdev": "0" }, { "name": "longitude", "index": "6", "type": "numeric", "distinct": "9633", "missing": "0", "min": "-59", "max": "0", "mean": "-58", "stdev": "0" }, { "name": "room_type", "index": "7", "type": "string", "distinct": "4", "missing": "0" }, { "name": "price", "index": "8", "type": "numeric", "distinct": "340", "missing": "0", "min": "120", "max": "597865", "mean": "3215", "stdev": "12364" }, { "name": "minimum_nights", "index": "9", "type": "numeric", "distinct": "66", "missing": "0", "min": "1", "max": "1125", "mean": "6", "stdev": "22" }, { "name": "number_of_reviews", "index": "10", "type": "numeric", "distinct": "272", "missing": "0", "min": "0", "max": "600", "mean": "15", "stdev": "31" }, { "name": "last_review", "index": "11", "type": "string", "distinct": "1326", "missing": "6445" }, { "name": "reviews_per_month", "index": "12", "type": "numeric", "distinct": "720", "missing": "6445", "min": "0", "max": "38", "mean": "1", "stdev": "1" }, { "name": "calculated_host_listings_count", "index": "13", "type": "numeric", "distinct": "45", "missing": "0", "min": "1", "max": "105", "mean": "6", "stdev": "15" }, { "name": "availability_365", "index": "14", "type": "numeric", "distinct": "366", "missing": "0", "min": "0", "max": "365", "mean": "202", "stdev": "134" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }