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