{ "data_id": "43802", "name": "DEMOGRAPHIC-AND-SOCIO-ECONOMIC-(UNESCO)", "exact_name": "DEMOGRAPHIC-AND-SOCIO-ECONOMIC-(UNESCO)", "version": 1, "version_label": "v1.0", "description": "Context\n\nUNESCO: Complete set of demographic and socioeconomic variables.\nUIS statistics contact: uis.datarequestsunesco.org\nSources:\n\n\nUnited Nations, Department of Economic and Social Affairs, Population Division (2019). World Population Prospects: 2019 Revision;\nFor some special cases, population data are derived from Eurostat (Demographic Statistics) or National Statistical Offices;\nThe World Bank. World Development Indicators: April 2019;\nInternational Monetary Fund, World Economic Outlook database: April 2019;\nUnited Nations Statistics Division, National Accounts Main Aggregates Database (December 2018) \n\nContent\nVariables defined:\n\nDemographic\n\n\nFertility rate, total (births per woman)\nLife expectancy at birth, total (years)\nMortality rate, infant (per 1,000 live births)\nPopulation aged 14 years or younger \nPopulation aged 15-24 years \nPopulation aged 25-64 years \nPopulation aged 65 years or older \nPopulation growth (annual )\nPrevalence of HIV, total ( of population ages 15-49)\nRural population ( of total population)\nTotal population\n\n\nSocio-economic\n\n\nTotal debt service ( of GNI)\ndeflator (base year varies by country)\nGDP growth (annual )\nGDP, PPP (current international )\nGDP per capita (current US)\nGDP per capita, PPP (current international )\nGNI per capita, Atlas method (current US)\nGNI per capita, PPP (current international )\nPPP conversion factor, GDP (LCU per international )\nPoverty headcount ratio at 1.90 a day (PPP) ( of population)\nGeneral government total expenditure (current LCU)\nGDP at market prices (constant 2010 US)\nGDP (constant LCU)\nGDP, PPP (constant 2011 international )\nGDP per capita (current LCU)\nGDP per capita, PPP (constant 2011 international )\nGNI (current LCU)\nGNI per capita (current LCU)\nalternative conversion factor (LCU per US)\nOfficial exchange rate (LCU per US, period average)\nPrice level ratio of PPP conversion factor (GDP) to market exchange rate\nPPP conversion factor, private consumption (LCU per international )", "format": "arff", "uploader": "Elif Ceren Gok", "uploader_id": 30125, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 11:42:46", "update_comment": null, "last_update": "2022-03-24 11:42:46", "licence": "Database: Open Database, Contents: Original Authors", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102627\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "DEMOGRAPHIC-AND-SOCIO-ECONOMIC-(UNESCO)", "Context UNESCO: Complete set of demographic and socioeconomic variables. UIS statistics contact: uis.datarequestsunesco.org Sources: United Nations, Department of Economic and Social Affairs, Population Division (2019). World Population Prospects: 2019 Revision; For some special cases, population data are derived from Eurostat (Demographic Statistics) or National Statistical Offices; The World Bank. World Development Indicators: April 2019; International Monetary Fund, World Economic Outlook dat " ], "weight": 5 }, "qualities": { "NumberOfInstances": 270038, "NumberOfFeatures": 9, "NumberOfClasses": null, "NumberOfMissingValues": 538010, "NumberOfInstancesWithMissingValues": 270038, "NumberOfNumericFeatures": 3, "NumberOfSymbolicFeatures": 0, "Dimensionality": 3.332864263548093e-5, "PercentageOfNumericFeatures": 33.33333333333333, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 100, "AutoCorrelation": null, "PercentageOfMissingValues": 22.13721361026555 }, "tags": [ { "uploader": "38960", "tag": "Medicine" } ], "features": [ { "name": "DEMO_IND", "index": "0", "type": "string", "distinct": "35", "missing": "0" }, { "name": "Indicator", "index": "1", "type": "string", "distinct": "35", "missing": "0" }, { "name": "LOCATION", "index": "2", "type": "string", "distinct": "233", "missing": "0" }, { "name": "Country", "index": "3", "type": "string", "distinct": "233", "missing": "0" }, { "name": "TIME", "index": "4", "type": "numeric", "distinct": "50", "missing": "0", "min": "1970", "max": "2019", "mean": "1997", "stdev": "13" }, { "name": "Time", "index": "5", "type": "numeric", "distinct": "50", "missing": "0", "min": "1970", "max": "2019", "mean": "1997", "stdev": "13" }, { "name": "Value", "index": "6", "type": "numeric", "distinct": "218581", "missing": "2066", "min": "-64", "max": "2147483647", "mean": "2147483647", "stdev": "2147483647" }, { "name": "Flag_Codes", "index": "7", "type": "string", "distinct": "1", "missing": "267972" }, { "name": "Flags", "index": "8", "type": "string", "distinct": "1", "missing": "267972" } ], "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 }