Healthcare
Heart Disease Dataset
Dataset Columns patient_id age sex (0 = Female, 1 = Male) chest_pain_type (0–3) resting_bp (Resting Blood Pressure) cholesterol fasting_bs (0 = No, 1 = Yes) rest_ecg (0–2) max_hr (Maximum Heart Rate) exercise_angina (0 = No, 1 = Yes) oldpeak (ST depression) st_slope (0–2) num_major_vessels (0–4) thal (1 = Normal, 2 = Fixed Defect, 3 = Reversible Defect) heart_disease (Target: 0 = No Disease, 1 = Disease)
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classification
Suggested task
Suggested target column:
heart_disease
Sample data
first 8 rows
| patient_id | age | sex | chest_pain_type | resting_bp | cholesterol | fasting_bs | rest_ecg | max_hr | exercise_angina | oldpeak | st_slope | num_major_vessels | thal | heart_disease |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 65 | 0 | 3 | 147 | 357 | 0 | 2 | 99 | 1 | 3.0 | 2 | 1 | 3 | 1 |
| 2 | 41 | 1 | 3 | 99 | 196 | 1 | 0 | 196 | 1 | 2.8 | 0 | 4 | 2 | 0 |
| 3 | 53 | 1 | 1 | 113 | 296 | 0 | 0 | 82 | 1 | 1.1 | 2 | 3 | 1 | 1 |
| 4 | 45 | 1 | 1 | 168 | 193 | 1 | 0 | 86 | 0 | 5.8 | 1 | 3 | 2 | 1 |
| 5 | 70 | 0 | 1 | 90 | 359 | 0 | 2 | 158 | 1 | 0.8 | 2 | 0 | 1 | 0 |
| 6 | 62 | 0 | 1 | 104 | 201 | 0 | 0 | 142 | 0 | 0.1 | 2 | 1 | 3 | 0 |
| 7 | 61 | 0 | 3 | 157 | 247 | 0 | 1 | 110 | 1 | 1.1 | 0 | 4 | 2 | 1 |
| 8 | 41 | 0 | 1 | 127 | 359 | 0 | 1 | 185 | 0 | 3.5 | 1 | 2 | 1 | 0 |
Columns (15)
patient_id
age
sex
chest_pain_type
resting_bp
cholesterol
fasting_bs
rest_ecg
max_hr
exercise_angina
oldpeak
st_slope
num_major_vessels
thal
heart_disease
Healthcare
7
diabetes dataset
Dataset Columns patient_id age gender (0 = Female, 1 = Male) bmi blood_glucose hba1c blood_pressure insulin skin_thickness pregnancies diabetes_pedigree physical_activity (0 = Sedentary, 1 = Low, 2 = Moderate, 3 = High) smoking (0 = No, 1 = Yes) diabetes (Target: 0 = No Diabetes, 1 = Diabetes)
1000 rows * 14 cols * classification
* target:
diabetes