{ "data_id": "43419", "name": "depression", "exact_name": "depression", "version": 1, "version_label": "v1.0", "description": "Context\nHi, \nThe original Dataset wad published by Frankcc in the following link: Link Kaggle\nThe dataset is involved into the analysis of depression. The data was consists as a study about the life conditions of people who live in rurales zones. Because all the columns were not explicated in this challenge so We cant understand them. We proceded to delete them or ignoring. Fhe final features or columns were the following:\nContent\nSurveyid\nVilleid\nsex\nAge\nMarried\nNumberchildren\neducationlevel\ntotalmembers (in the family)\ngainedasset\ndurableasset\nsaveasset\nlivingexpenses\notherexpenses\nincomingsalary\nincomingownfarm\nincomingbusiness\nincomingnobusiness\nincomingagricultural\nfarmexpenses\nlaborprimary\nlastinginvestment\nnolastinginvestmen\ndepressed: [ Zero: No depressed] or [One: depressed] (Binary for target class)\nthe main objective is to show statistic analysis and some data mining techniques. \nThe dataset has 23 columns or dimensions and a total of 1432 rows or objects.\nAcknowledgements\nThe original attribution is to Frankcc i\nInspiration", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-23 13:14:10", "update_comment": null, "last_update": "2022-03-23 13:14:10", "licence": "GPL 2", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102244\/dataset", "kaggle_url": null, "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "depression", "Context Hi, The original Dataset wad published by Frankcc in the following link: Link Kaggle The dataset is involved into the analysis of depression. The data was consists as a study about the life conditions of people who live in rurales zones. Because all the columns were not explicated in this challenge so We cant understand them. We proceded to delete them or ignoring. Fhe final features or columns were the following: Content Surveyid Villeid sex Age Married Numberchildren educationlevel tot " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1429, "NumberOfFeatures": 23, "NumberOfClasses": null, "NumberOfMissingValues": 20, "NumberOfInstancesWithMissingValues": 20, "NumberOfNumericFeatures": 23, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 1.3995801259622114, "PercentageOfMissingValues": 0.06085130982444397, "AutoCorrelation": null, "PercentageOfNumericFeatures": 100, "Dimensionality": 0.01609517144856543, "PercentageOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [], "features": [ { "name": "Survey_id", "index": "0", "type": "numeric", "distinct": "1429", "missing": "0", "min": "1", "max": "1429", "mean": "715", "stdev": "413" }, { "name": "Ville_id", "index": "1", "type": "numeric", "distinct": "255", "missing": "0", "min": "1", "max": "292", "mean": "76", "stdev": "66" }, { "name": "sex", "index": "2", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Age", "index": "3", "type": "numeric", "distinct": "71", "missing": "0", "min": "17", "max": "91", "mean": "35", "stdev": "14" }, { "name": "Married", "index": "4", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Number_children", "index": "5", "type": "numeric", "distinct": "12", "missing": "0", "min": "0", "max": "11", "mean": "3", "stdev": "2" }, { "name": "education_level", "index": "6", "type": "numeric", "distinct": "18", "missing": "0", "min": "1", "max": "19", "mean": "9", "stdev": "3" }, { "name": "total_members", "index": "7", "type": "numeric", "distinct": "12", "missing": "0", "min": "1", "max": "12", "mean": "5", "stdev": "2" }, { "name": "gained_asset", "index": "8", "type": "numeric", "distinct": "441", "missing": "0", "min": "325112", "max": "99127548", "mean": "33634478", "stdev": "20038537" }, { "name": "durable_asset", "index": "9", "type": "numeric", "distinct": "590", "missing": "0", "min": "162556", "max": "99615601", "mean": "27172957", "stdev": "18156722" }, { "name": "save_asset", "index": "10", "type": "numeric", "distinct": "268", "missing": "0", "min": "172966", "max": "99926758", "mean": "27424708", "stdev": "17751374" }, { "name": "living_expenses", "index": "11", "type": "numeric", "distinct": "411", "missing": "0", "min": "262919", "max": "99295282", "mean": "32482566", "stdev": "21015284" }, { "name": "other_expenses", "index": "12", "type": "numeric", "distinct": "615", "missing": "0", "min": "172966", "max": "99823799", "mean": "33666324", "stdev": "21702656" }, { "name": "incoming_salary", "index": "13", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "incoming_own_farm", "index": "14", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "incoming_business", "index": "15", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "incoming_no_business", "index": "16", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "incoming_agricultural", "index": "17", "type": "numeric", "distinct": "330", "missing": "0", "min": "325112", "max": "99789095", "mean": "34510389", "stdev": "20778462" }, { "name": "farm_expenses", "index": "18", "type": "numeric", "distinct": "694", "missing": "0", "min": "271505", "max": "99651194", "mean": "35491526", "stdev": "21123715" }, { "name": "labor_primary", "index": "19", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "lasting_investment", "index": "20", "type": "numeric", "distinct": "982", "missing": "0", "min": "74292", "max": "99446667", "mean": "32992215", "stdev": "21216209" }, { "name": "no_lasting_investmen", "index": "21", "type": "numeric", "distinct": "939", "missing": "20", "min": "126312", "max": "99651194", "mean": "33603851", "stdev": "21602280" }, { "name": "depressed", "index": "22", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "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 }