{ "data_id": "43733", "name": "Covid-19--historical-data", "exact_name": "Covid-19--historical-data", "version": 1, "version_label": "v1.0", "description": "Context\nIncludes data on confirmed cases, deaths, hospitalizations, and testing, as well as other variables of potential interest.\nContent\nAs of 26 January 2021, the columns are: isocode, continent, location, date, totalcases, newcases, newcasessmoothed, totaldeaths, newdeaths, newdeathssmoothed, totalcasespermillion, newcasespermillion, newcasessmoothedpermillion, totaldeathspermillion, newdeathspermillion, newdeathssmoothedpermillion, reproductionrate, icupatients, icupatientspermillion, hosppatients, hosppatientspermillion, weeklyicuadmissions, weeklyicuadmissionspermillion, weeklyhospadmissions, weeklyhospadmissionspermillion, totaltests, newtests, totaltestsperthousand, newtestsperthousand, newtestssmoothed, newtestssmoothedperthousand, positiverate, testspercase, testsunits, totalvaccinations, peoplevaccinated, peoplefullyvaccinated, newvaccinations, newvaccinationssmoothed, totalvaccinationsperhundred, peoplevaccinatedperhundred, peoplefullyvaccinatedperhundred, newvaccinationssmoothedpermillion, stringencyindex, population, populationdensity, medianage, aged65older, aged70older, gdppercapita, extremepoverty, cardiovascdeathrate, diabetesprevalence, femalesmokers, malesmokers, handwashingfacilities, hospitalbedsperthousand, lifeexpectancy, humandevelopment_index\nAcknowledgements\nhttps:\/\/covid.ourworldindata.org\/data\/owid-covid-data.csv\nInspiration\nFight the deadly virus", "format": "arff", "uploader": "Dustin Carrion", "uploader_id": 30123, "visibility": "public", "creator": null, "contributor": null, "date": "2022-03-24 07:43:43", "update_comment": null, "last_update": "2022-03-24 07:43:43", "licence": "CC0: Public Domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/22102558\/dataset", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Covid-19--historical-data", "Context Includes data on confirmed cases, deaths, hospitalizations, and testing, as well as other variables of potential interest. Content As of 26 January 2021, the columns are: isocode, continent, location, date, totalcases, newcases, newcasessmoothed, totaldeaths, newdeaths, newdeathssmoothed, totalcasespermillion, newcasespermillion, newcasessmoothedpermillion, totaldeathspermillion, newdeathspermillion, newdeathssmoothedpermillion, reproductionrate, icupatients, icupatientspermillion, hospp " ], "weight": 5 }, "qualities": { "NumberOfInstances": 63381, "NumberOfFeatures": 59, "NumberOfClasses": null, "NumberOfMissingValues": 1508423, "NumberOfInstancesWithMissingValues": 63381, "NumberOfNumericFeatures": 54, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.000930878338934381, "PercentageOfNumericFeatures": 91.52542372881356, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 100, "AutoCorrelation": null, "PercentageOfMissingValues": 40.33778502299384 }, "tags": [ { "uploader": "38960", "tag": "Computer Systems" }, { "uploader": "38960", "tag": "Machine Learning" } ], "features": [ { "name": "iso_code", "index": "0", "type": "string", "distinct": "192", "missing": "360" }, { "name": "continent", "index": "1", "type": "string", "distinct": "6", "missing": "736" }, { "name": "location", "index": "2", "type": "string", "distinct": "193", "missing": "0" }, { "name": "date", "index": "3", "type": "string", "distinct": "397", "missing": "0" }, { "name": "total_cases", "index": "4", "type": "numeric", "distinct": "31452", "missing": "594", "min": "1", "max": "102397472", "mean": "336107", "stdev": "3312015" }, { "name": "new_cases", "index": "5", "type": "numeric", "distinct": "7525", "missing": "602", "min": "-46076", "max": "852604", "mean": "3254", "stdev": "28757" }, { "name": "new_cases_smoothed", "index": "6", "type": "numeric", "distinct": "15600", "missing": "1561", "min": "-1122", "max": "736327", "mean": "3254", "stdev": "28488" }, { "name": "total_deaths", "index": "7", "type": "numeric", "distinct": "10946", "missing": "9207", "min": "1", "max": "2216309", "mean": "10561", "stdev": "84945" }, { "name": "new_deaths", "index": "8", "type": "numeric", "distinct": "1508", "missing": "9209", "min": "-1918", "max": "17457", "mean": "82", "stdev": "616" }, { "name": "new_deaths_smoothed", "index": "9", "type": "numeric", "distinct": "3689", "missing": "1561", "min": "-232", "max": "14300", "mean": "71", "stdev": "555" }, { "name": "total_cases_per_million", "index": "10", "type": "numeric", "distinct": "47563", "missing": "954", "min": "0", "max": "128609", "mean": "5855", "stdev": "11872" }, { "name": "new_cases_per_million", "index": "11", "type": "numeric", "distinct": "27102", "missing": "962", "min": "-2153", "max": "8653", "mean": "61", "stdev": "165" }, { "name": "new_cases_smoothed_per_million", "index": "12", "type": "numeric", "distinct": "30658", "missing": "1916", "min": "-277", "max": "2649", "mean": "61", "stdev": "139" }, { "name": "total_deaths_per_million", "index": "13", "type": "numeric", "distinct": "27838", "missing": "9554", "min": "0", "max": "1974", "mean": "143", "stdev": "264" }, { "name": "new_deaths_per_million", "index": "14", "type": "numeric", "distinct": "5436", "missing": "9556", "min": "-76", "max": "218", "mean": "1", "stdev": "4" }, { "name": "new_deaths_smoothed_per_million", "index": "15", "type": "numeric", "distinct": "6671", "missing": "1916", "min": "-11", "max": "63", "mean": "1", "stdev": "3" }, { "name": "reproduction_rate", "index": "16", "type": "numeric", "distinct": "357", "missing": "13346", "min": "0", "max": "7", "mean": "1", "stdev": "0" }, { "name": "icu_patients", "index": "17", "type": "numeric", "distinct": "1887", "missing": "56369", "min": "0", "max": "23912", "mean": "969", "stdev": "2752" }, { "name": "icu_patients_per_million", "index": "18", "type": "numeric", "distinct": "3867", "missing": "56369", "min": "0", "max": "127", "mean": "21", "stdev": "24" }, { "name": "hosp_patients", "index": "19", "type": "numeric", "distinct": "3580", "missing": "55057", "min": "0", "max": "132474", "mean": "4886", "stdev": "13683" }, { "name": "hosp_patients_per_million", "index": "20", "type": "numeric", "distinct": "6127", "missing": "55057", "min": "0", "max": "1043", "mean": "138", "stdev": "184" }, { "name": "weekly_icu_admissions", "index": "21", "type": "numeric", "distinct": "506", "missing": "62688", "min": "0", "max": "10301", "mean": "378", "stdev": "976" }, { "name": "weekly_icu_admissions_per_million", "index": "22", "type": "numeric", "distinct": "500", "missing": "62688", "min": "0", "max": "889", "mean": "25", "stdev": "79" }, { "name": "weekly_hosp_admissions", "index": "23", "type": "numeric", "distinct": "939", "missing": "62320", "min": "0", "max": "50887", "mean": "2718", "stdev": "6147" }, { "name": "weekly_hosp_admissions_per_million", "index": "24", "type": "numeric", "distinct": "938", "missing": "62320", "min": "0", "max": "2645", "mean": "96", "stdev": "228" }, { "name": "total_tests", "index": "25", "type": "numeric", "distinct": "28635", "missing": "34002", "min": "1", "max": "291136592", "mean": "3817320", "stdev": "17736490" }, { "name": "new_tests", "index": "26", "type": "numeric", "distinct": "16546", "missing": "33819", "min": "-47510", "max": "2945871", "mean": "35652", "stdev": "143671" }, { "name": "total_tests_per_thousand", "index": "27", "type": "numeric", "distinct": "24605", "missing": "34002", "min": "0", "max": "2990", "mean": "132", "stdev": "269" }, { "name": "new_tests_per_thousand", "index": "28", "type": "numeric", "distinct": "5243", "missing": "33819", "min": "-1", "max": "327", "mean": "1", "stdev": "3" }, { "name": "new_tests_smoothed", "index": "29", "type": "numeric", "distinct": "18388", "missing": "30066", "min": "0", "max": "1847687", "mean": "34446", "stdev": "132630" }, { "name": "new_tests_smoothed_per_thousand", "index": "30", "type": "numeric", "distinct": "5404", "missing": "30066", "min": "0", "max": "60", "mean": "1", "stdev": "2" }, { "name": "positive_rate", "index": "31", "type": "numeric", "distinct": "565", "missing": "31879", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "tests_per_case", "index": "32", "type": "numeric", "distinct": "4944", "missing": "32397", "min": "2", "max": "44259", "mean": "167", "stdev": "826" }, { "name": "tests_units", "index": "33", "type": "string", "distinct": "4", "missing": "28850" }, { "name": "total_vaccinations", "index": "34", "type": "numeric", "distinct": "1122", "missing": "62234", "min": "0", "max": "94912450", "mean": "2004231", "stdev": "8394940" }, { "name": "people_vaccinated", "index": "35", "type": "numeric", "distinct": "874", "missing": "62489", "min": "0", "max": "53216817", "mean": "1702732", "stdev": "5788523" }, { "name": "people_fully_vaccinated", "index": "36", "type": "numeric", "distinct": "379", "missing": "62957", "min": "2", "max": "9986562", "mean": "433162", "stdev": "1284385" }, { "name": "new_vaccinations", "index": "37", "type": "numeric", "distinct": "923", "missing": "62429", "min": "0", "max": "10913217", "mean": "155769", "stdev": "653428" }, { "name": "new_vaccinations_smoothed", "index": "38", "type": "numeric", "distinct": "1363", "missing": "61796", "min": "1", "max": "4470738", "mean": "100761", "stdev": "390332" }, { "name": "total_vaccinations_per_hundred", "index": "39", "type": "numeric", "distinct": "436", "missing": "62234", "min": "0", "max": "55", "mean": "3", "stdev": "6" }, { "name": "people_vaccinated_per_hundred", "index": "40", "type": "numeric", "distinct": "371", "missing": "62489", "min": "0", "max": "35", "mean": "3", "stdev": "5" }, { "name": "people_fully_vaccinated_per_hundred", "index": "41", "type": "numeric", "distinct": "108", "missing": "62957", "min": "0", "max": "20", "mean": "1", "stdev": "2" }, { "name": "new_vaccinations_smoothed_per_million", "index": "42", "type": "numeric", "distinct": "1055", "missing": "61796", "min": "0", "max": "21076", "mean": "1373", "stdev": "2804" }, { "name": "stringency_index", "index": "43", "type": "numeric", "distinct": "175", "missing": "6607", "min": "0", "max": "100", "mean": "59", "stdev": "22" }, { "name": "population", "index": "44", "type": "numeric", "distinct": "192", "missing": "360", "min": "809", "max": "2147483647", "mean": "90341724", "stdev": "617198737" }, { "name": "population_density", "index": "45", "type": "numeric", "distinct": "188", "missing": "1692", "min": "2", "max": "19348", "mean": "324", "stdev": "1578" }, { "name": "median_age", "index": "46", "type": "numeric", "distinct": "131", "missing": "3089", "min": "15", "max": "48", "mean": "31", "stdev": "9" }, { "name": "aged_65_older", "index": "47", "type": "numeric", "distinct": "180", "missing": "3787", "min": "1", "max": "27", "mean": "9", "stdev": "6" }, { "name": "aged_70_older", "index": "48", "type": "numeric", "distinct": "178", "missing": "3430", "min": "1", "max": "18", "mean": "6", "stdev": "4" }, { "name": "gdp_per_capita", "index": "49", "type": "numeric", "distinct": "184", "missing": "3046", "min": "661", "max": "116936", "mean": "19149", "stdev": "19657" }, { "name": "extreme_poverty", "index": "50", "type": "numeric", "distinct": "75", "missing": "22100", "min": "0", "max": "78", "mean": "13", "stdev": "20" }, { "name": "cardiovasc_death_rate", "index": "51", "type": "numeric", "distinct": "185", "missing": "2431", "min": "79", "max": "724", "mean": "257", "stdev": "118" }, { "name": "diabetes_prevalence", "index": "52", "type": "numeric", "distinct": "136", "missing": "1714", "min": "1", "max": "31", "mean": "8", "stdev": "4" }, { "name": "female_smokers", "index": "53", "type": "numeric", "distinct": "108", "missing": "15307", "min": "0", "max": "44", "mean": "11", "stdev": "10" }, { "name": "male_smokers", "index": "54", "type": "numeric", "distinct": "124", "missing": "15966", "min": "8", "max": "78", "mean": "33", "stdev": "13" }, { "name": "handwashing_facilities", "index": "55", "type": "numeric", "distinct": "95", "missing": "32829", "min": "1", "max": "99", "mean": "51", "stdev": "32" }, { "name": "hospital_beds_per_thousand", "index": "56", "type": "numeric", "distinct": "100", "missing": "7424", "min": "0", "max": "14", "mean": "3", "stdev": "2" }, { "name": "life_expectancy", "index": "57", "type": "numeric", "distinct": "179", "missing": "684", "min": "53", "max": "87", "mean": "73", "stdev": "8" }, { "name": "human_development_index", "index": "58", "type": "numeric", "distinct": "159", "missing": "2774", "min": "0", "max": "1", "mean": "1", "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 }