archive (5).zip
Each row represents a patient and includes clinical, lifestyle, and behavioral factors known to influence cardiovascular health. The dataset models realistic medical relationships where high blood pressure, high cholesterol, smoking, stress, and low physical activity increase heart disease risk.
The dataset contains both risk scores and risk categories, making it suitable for both regression and classification tasks.
All data is synthetic and created for research, educational, and ML experimentation purposes. π Columns Description
Patient_ID β Unique identifier for each patient.
age β Age of the patient in years.
bmi β Body Mass Index, indicating body fat based on height and weight.
systolic_bp β Systolic blood pressure level.
diastolic_bp β Diastolic blood pressure level.
cholesterol_mg_dl β Total cholesterol level in mg/dL.
resting_heart_rate β Resting heart rate in beats per minute.
smoking_status β Smoking category (Never, Former, Current).
daily_steps β Average number of steps taken per day.
stress_level β Stress level on a scale from 1 to 10.
physical_activity_hours_per_week β Weekly hours of physical exercise.
sleep_hours β Average hours of sleep per night.
family_history_heart_disease β Indicates whether the patient has a family history of heart disease.
diet_quality_score β Score (1β10) representing the quality of diet.
alcohol_units_per_week β Weekly alcohol consumption.
heart_disease_risk_score β Calculated cardiovascular risk score (0β100).
risk_category β Risk classification: Low, Medium, or High.
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π― Use Cases β’ Heart disease risk prediction β’ Feature importance analysis β’ Medical ML classification and regression β’ Health analytics studies
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Additional Information
| Field | Value |
|---|---|
| Data last updated | March 5, 2026 |
| Metadata last updated | March 5, 2026 |
| Created | March 5, 2026 |
| Format | ZIP |
| License | No License Provided |
| Datastore active | False |
| Has views | False |
| Id | 4ca9e41a-9d35-46c7-834b-7676539d2e6a |
| Mimetype | application/zip |
| Package id | 45b5b0ae-5549-43e0-bf52-feacb60c5fcf |
| Position | 0 |
| Size | 129.3 KiB |
| State | active |
| Url type | upload |