Heart Disease — SemMap metadata

columns
nametitleshadRolecolumnPropertysummaryStatistics
ageAge
statisticalDataTypedsv:QuantitativeDataType
exactMatchunit:YR
ucumCodea
valueTypexsd:integer
columnCompleteness1.0
sexAdministrative sex
columnCompleteness1.0
cpChest pain type
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabelexactMatch
1Typical angina
2Atypical angina
3Non-cardiac chest pain
4Asymptomatic
columnCompleteness1.0
fbsFasting blood sugar >120 mg/dL (indicator)
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabel
0≤120 mg/dL
1>120 mg/dL
columnCompleteness1.0
trestbpsResting systolic blood pressure
statisticalDataTypedsv:QuantitativeDataType
exactMatchunit:MilliM_HG
ucumCodemm[Hg]
valueTypexsd:integer
columnCompleteness1.0
cholTotal cholesterol
statisticalDataTypedsv:QuantitativeDataType
exactMatchunit:MilliGM-PER-DeciL
ucumCodemg/dL
valueTypexsd:integer
columnCompleteness1.0
restecgResting ECG result
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabelexactMatch
0normal
1ST-T abnormality
2LVH (Estes)
columnCompleteness1.0
thalachMaximum heart rate achieved
statisticalDataTypedsv:QuantitativeDataType
valueTypexsd:integer
columnCompleteness1.0
exangExercise-induced angina
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabel
0no
1yes
columnCompleteness1.0
oldpeakST depression vs rest (max during study)
statisticalDataTypedsv:QuantitativeDataType
valueTypexsd:decimal
columnCompleteness1.0
slopeSlope of peak exercise ST segment
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabel
1upsloping
2flat
3downsloping
columnCompleteness1.0
caNumber of major vessels (colored by fluoroscopy)
statisticalDataTypedsv:QuantitativeDataType
valueTypexsd:integer
columnCompleteness0.9867986798679867
thalThallium perfusion test
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabelexactMatch
3normal
6fixed defect
7reversible defect
columnCompleteness0.9933993399339934
numAngiographic disease statustarget
statisticalDataTypedsv:NominalDataType
hasTopConcept
notationprefLabel
0<50% narrowing
1≥50% narrowing
columnCompleteness1.0
datasetCompleteness0.9985855728429985
numberOfRows303
numberOfColumns14
titleHeart Disease (UCI id 45)
description4 databases: Cleveland, Hungary, Switzerland, and the VA Long Beach
dct:licensehttps://creativecommons.org/publicdomain/zero/1.0/