{ "data_id": "43738", "name": "Masters-Degrees--Programs-(mastersportal.eu)", "exact_name": "Masters-Degrees--Programs-(mastersportal.eu)", "version": 1, "version_label": "v1.0", "description": "Context\nI was searching for a master degree program in data-science when I found this awesome website mastersportal, So I just scrapped it to take my time analysing all master programs available around the world.\nContent\nThis dataset contains 60442 different master's degree programs from 99 countries around the world.\nScrapping code\nhttps:\/\/github.com\/AnasFullStack\/Masters-Portal-Scrapper", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 07:45:17", "update_comment": null, "last_update": "2022-03-24 07:45:17", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102563\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Masters-Degrees--Programs-(mastersportal.eu)", "Context I was searching for a master degree program in data-science when I found this awesome website mastersportal, So I just scrapped it to take my time analysing all master programs available around the world. Content This dataset contains 60442 different master's degree programs from 99 countries around the world. Scrapping code https:\/\/github.com\/AnasFullStack\/Masters-Portal-Scrapper " ], "weight": 5 }, "qualities": { "NumberOfInstances": 60425, "NumberOfFeatures": 23, "NumberOfClasses": null, "NumberOfMissingValues": 178594, "NumberOfInstancesWithMissingValues": 51230, "NumberOfNumericFeatures": 4, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.0003806371534960695, "PercentageOfNumericFeatures": 17.391304347826086, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 84.7827885808854, "AutoCorrelation": null, "PercentageOfMissingValues": 12.850569336763146 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "country_name", "index": "0", "type": "string", "distinct": "94", "missing": "0" }, { "name": "country_code", "index": "1", "type": "string", "distinct": "94", "missing": "0" }, { "name": "university_name", "index": "2", "type": "string", "distinct": "2273", "missing": "0" }, { "name": "university_rank", "index": "3", "type": "numeric", "distinct": "147", "missing": "25524", "min": "1", "max": "801", "mean": "279", "stdev": "202" }, { "name": "program_name", "index": "4", "type": "string", "distinct": "25352", "missing": "0" }, { "name": "program_type", "index": "5", "type": "string", "distinct": "502", "missing": "0" }, { "name": "deadline", "index": "6", "type": "string", "distinct": "355", "missing": "31206" }, { "name": "duration", "index": "7", "type": "string", "distinct": "80", "missing": "8769" }, { "name": "language", "index": "8", "type": "string", "distinct": "75", "missing": "21" }, { "name": "tution_1_currency", "index": "9", "type": "string", "distinct": "6", "missing": "6652" }, { "name": "tution_1_money", "index": "10", "type": "numeric", "distinct": "5938", "missing": "6652", "min": "0", "max": "99960", "mean": "13956", "stdev": "12909" }, { "name": "tution_1_type", "index": "11", "type": "string", "distinct": "4", "missing": "6652" }, { "name": "tution_2_currency", "index": "12", "type": "string", "distinct": "6", "missing": "12339" }, { "name": "tution_2_money", "index": "13", "type": "numeric", "distinct": "4937", "missing": "12339", "min": "0", "max": "99750", "mean": "9031", "stdev": "11582" }, { "name": "tution_2_type", "index": "14", "type": "string", "distinct": "3", "missing": "12339" }, { "name": "tuition_price_specification", "index": "15", "type": "string", "distinct": "8", "missing": "6649" }, { "name": "start_date", "index": "16", "type": "string", "distinct": "319", "missing": "21332" }, { "name": "ielts_score", "index": "17", "type": "numeric", "distinct": "12", "missing": "13068", "min": "4", "max": "9", "mean": "6", "stdev": "0" }, { "name": "structure", "index": "18", "type": "string", "distinct": "45234", "missing": "9902" }, { "name": "academic_req", "index": "19", "type": "string", "distinct": "41276", "missing": "778" }, { "name": "facts", "index": "20", "type": "string", "distinct": "23003", "missing": "22" }, { "name": "city", "index": "21", "type": "string", "distinct": "1464", "missing": "4350" }, { "name": "program_url", "index": "22", "type": "string", "distinct": "56745", "missing": "0" } ], "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 }