--- a +++ b/README.md @@ -0,0 +1,29 @@ +# stroke_prediction +Synthetically generated dataset containing Stroke Prediction metrics + +A dataset containing all the required fields to build robust AI/ML models to detect Stroke + +15,000 records & 22 fields of stroke prediction dataset, containing: + +1. 'Patient ID', +2. 'Patient Name', +3. 'Age', +4. 'Gender', +5. 'Hypertension', +6. 'Heart Disease', +7. 'Marital Status', +8. 'Work Type', +9. 'Residence Type', +10. 'Average Glucose Level', +11. 'Body Mass Index (BMI)', +12. 'Smoking Status', +13. 'Alcohol Intake', +14. 'Physical Activity', +15. 'Stroke History', +16. 'Family History of Stroke', +17. 'Dietary Habits', +18. 'Stress Levels', +19. 'Blood Pressure Levels', +20. 'Cholesterol Levels', +21. 'Symptoms', +22. 'Diagnosis'