CorporateCreditRating
OpenML dataset with id 43323
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/22102148/CorporateCreditRating.arff
Upload date: 23 March 2022
Dataset Characteristics
Number of features: 31 (numeric: 25, symbolic: 0 and in total binary: 0 )
Number of instances: 2,029
Number of instances with missing values: 0
Number of missing values: 0
ContextAcorporatecreditratingexpressestheabilityofafirmtorepayitsdebttocreditorsCreditratingagenciesaretheentitiesresponsibletomaketheassessmentandgiveaverdictWhenabigcorporationfromtheUSoranywhereintheworldwantstoissueanewbondithiresacreditagencytomakeanassessmentsothatinvestorscanknowhowtrustworthyisthecompanyTheassessmentisbasedespeciallyinthefinancialsindicatorsthatcomefromthebalancesheetSomeofthemostimportantagenciesintheworldareMoodysFitchandStandardandPoorsContentAlistof2029creditratingsissuedbymajoragenciessuchasStandardandPoorstobigUSfirmstradedonNYSEorNasdaqfrom2010to2016Thereare30featuresforeverycompanyofwhich25arefinancialindicatorsTheycanbedividedinLiquidityMeasurementRatioscurrentRatioquickRatiocashRatiodaysOfSalesOutstandingProfitabilityIndicatorRatiosgrossProfitMarginoperatingProfitMarginpretaxProfitMarginnetProfitMargineffectiveTaxRatereturnOnAssetsreturnOnEquityreturnOnCapitalEmployedDebtRatiosdebtRatiodebtEquityRatioOperatingPerformanceRatiosassetTurnoverCashFlowIndicatorRatiosoperatingCashFlowPerSharefreeCashFlowPerSharecashPerShareoperatingCashFlowSalesRatiofreeCashFlowOperatingCashFlowRatioFormoreinformationaboutfinancialindicatorsvisithttpsfinancialmodelingprepcommarketindexesmajormarketsTheadditionalfeaturesareNameSymbolfortradingRatingAgencyNameDateandSectorThedatasetisunbalancedhereisthefrequencyofratingsAAA7AA89A398BBB671BB490B302CCC64CC5C2D1AcknowledgementsThisdatasetwaspossiblethankstofinancialmodelingprepandopendatasoftthesourcesofthedataToseehowthedatawasintegratedandreshapedcheckhereInspirationIsitpossibletoforecasttheratinganagencywillgivetoacompanybasedonitsfinancials
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