{ "data_id": "43688", "name": "Istanbul-Airbnb-Dataset", "exact_name": "Istanbul-Airbnb-Dataset", "version": 1, "version_label": "v1.0", "description": "Context\nThis dataset collected from airbnb. It is collected to see how airbnb is used in Turkey Istanbul.\nContent\nThere are 16 columns which shows the latitude, longitude etc. It also shows the price. So, a regression problem such as finding the price of an house can be applied to this dataset. To see an example you can check my notebook from airbnb newyork dataset", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 07:12:50", "update_comment": null, "last_update": "2022-03-24 07:12:50", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102513\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Istanbul-Airbnb-Dataset", "Context This dataset collected from airbnb. It is collected to see how airbnb is used in Turkey Istanbul. Content There are 16 columns which shows the latitude, longitude etc. It also shows the price. So, a regression problem such as finding the price of an house can be applied to this dataset. To see an example you can check my notebook from airbnb newyork dataset " ], "weight": 5 }, "qualities": { "NumberOfInstances": 23728, "NumberOfFeatures": 16, "NumberOfClasses": null, "NumberOfMissingValues": 48602, "NumberOfInstancesWithMissingValues": 23728, "NumberOfNumericFeatures": 11, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.0006743088334457181, "PercentageOfNumericFeatures": 68.75, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 100, "AutoCorrelation": null, "PercentageOfMissingValues": 12.801858563722185 }, "tags": [ { "uploader": "38960", "tag": "Chemistry" }, { "uploader": "38960", "tag": "Life Science" } ], "features": [ { "name": "id", "index": "0", "type": "numeric", "distinct": "23728", "missing": "0", "min": "4826", "max": "43970934", "mean": "29137114", "stdev": "13059641" }, { "name": "name", "index": "1", "type": "string", "distinct": "22563", "missing": "75" }, { "name": "host_id", "index": "2", "type": "numeric", "distinct": "14450", "missing": "0", "min": "6603", "max": "352204054", "mean": "149397250", "stdev": "115545248" }, { "name": "host_name", "index": "3", "type": "string", "distinct": "4816", "missing": "49" }, { "name": "neighbourhood_group", "index": "4", "type": "numeric", "distinct": "0", "missing": "23728", "min": "2147483647", "max": "0", "mean": "0", "stdev": "0" }, { "name": "neighbourhood", "index": "5", "type": "string", "distinct": "39", "missing": "0" }, { "name": "latitude", "index": "6", "type": "numeric", "distinct": "10858", "missing": "0", "min": "41", "max": "41", "mean": "41", "stdev": "0" }, { "name": "longitude", "index": "7", "type": "numeric", "distinct": "12458", "missing": "0", "min": "28", "max": "30", "mean": "29", "stdev": "0" }, { "name": "room_type", "index": "8", "type": "string", "distinct": "4", "missing": "0" }, { "name": "price", "index": "9", "type": "numeric", "distinct": "501", "missing": "0", "min": "0", "max": "76922", "mean": "485", "stdev": "1974" }, { "name": "minimum_nights", "index": "10", "type": "numeric", "distinct": "65", "missing": "0", "min": "1", "max": "1125", "mean": "5", "stdev": "28" }, { "name": "number_of_reviews", "index": "11", "type": "numeric", "distinct": "230", "missing": "0", "min": "0", "max": "345", "mean": "8", "stdev": "23" }, { "name": "last_review", "index": "12", "type": "string", "distinct": "1424", "missing": "12375" }, { "name": "reviews_per_month", "index": "13", "type": "numeric", "distinct": "473", "missing": "12375", "min": "0", "max": "9", "mean": "1", "stdev": "1" }, { "name": "calculated_host_listings_count", "index": "14", "type": "numeric", "distinct": "35", "missing": "0", "min": "1", "max": "176", "mean": "6", "stdev": "17" }, { "name": "availability_365", "index": "15", "type": "numeric", "distinct": "353", "missing": "0", "min": "0", "max": "365", "mean": "228", "stdev": "147" } ], "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 }