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About Dataset Key Indicators of Heart Disease 2020 annual CDC survey data of 400k adults related to their health status

Informações

The dataset contains 18 variables (9 booleans, 5 strings and 4 decimals). In machine learning projects, "HeartDisease" can be used as the explonatory variable, but note that the classes are heavily unbalanced.

  • 18 Colunas
  • + de 300 mil linhas

Colunas

  • HeartDisease - Boolean

    Respondents that have ever reported having coronary heart disease (CHD) or myocardial infarction (MI)

  • BMI - Numeric

    Body Mass Index

  • Smoking - Boolean

    Have you smoked at least 100 cigarettes in your entire life? (Note: 5 packs = 100 cigarettes)

  • AlcoholDrinking - Boolean

    Heavy drinkers (adult men having more than 14 drinks per week and adult women having more than 7 drinks per week)

  • Stroke - Boolean

    (Ever told) (you had) a stroke?

  • PhysicalHealth - Numeric 0-30

    Now thinking about your physical health, which includes physical illness and injury, for how many days during the past 30 days was your physical health not good? (0-30 days)

  • MentalHealth - Numeric 0-30

    Thinking about your mental health, for how many days during the past 30 days was your mental health not good? (0-30 days)

  • DiffWalking - Boolean

    Do you have serious difficulty walking or climbing stairs?

  • Sex - String

    Are you male or female?

  • AgeCategory - Numeric Categorial

    Fourteen-level age category

  • Race - String

    Imputed race/ethnicity value

  • Diabetic - String (Yes, No, Yes(During Pregnancy), No(Pre-diabetic)

    (Ever told) (you had) diabetes?

  • PhysicalActivity - Boolean

    Adults who reported doing physical activity or exercise during the past 30 days other than their regular job

  • GenHealth - Categoric

    Would you say that in general your health is...

  • SleepTime - Numeric 1-24

    On average, how many hours of sleep do you get in a 24-hour period?

  • Asthma - Boolean

    (Ever told) (you had) asthma?

  • KidneyDisease - Boolean

    Not including kidney stones, bladder infection or incontinence, were you ever told you had kidney disease?

  • SkinCancer - Boolean

    (Ever told) (you had) skin cancer?