| Patient_ID | Age | Gender | City | Primary_Diagnosis | Department | Insurance_Type | Patient_Type | Visit_Count_12M | Hospitalization_Count | Emergency_Visit_Count | Average_Length_of_Stay | Total_Healthcare_Cost | Medication_Count | Lab_Test_Count | Imaging_Count | Procedure_Count | Specialist_Visits | Primary_Care_Visits | BMI | Systolic_BP | Diastolic_BP | Glucose_Level | Cholesterol | Smoking_Status | Physical_Activity_Hours | Medication_Adherence_Pct | Appointment_No_Show_Rate | Patient_Satisfaction | Patient_Experience_Score | Care_Continuity_Score | Readmission_Risk | Chronic_Condition_Count | Preventive_Care_Score | Digital_Health_Usage | Followup_Compliance | Patient_Complexity_Index | Risk_Category |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 400001 | 49 | Female | Jaipur | Asthma | Emergency | Private | Inpatient | 5 | 0 | 2 | 3.5 | 59279 | 1 | 4 | 0 | 0 | 0 | 2 | 27.0 | 169 | 75 | 79.7 | 205.2 | No | 5.1 | 55.8 | 19.8 | 5.7 | 9.0 | 8.4 | 16.5 | 1 | 6.4 | Yes | No | 21.7 | Moderate |
| 400002 | 59 | Male | Delhi | Hypertension | Oncology | Employer | Outpatient | 3 | 0 | 0 | 4.3 | 16744 | 2 | 7 | 2 | 3 | 1 | 4 | 25.2 | 127 | 72 | 88.6 | 225.8 | No | 6.4 | 75.3 | 12.0 | 6.6 | 5.9 | 10.0 | 24.8 | 1 | 7.7 | Yes | Yes | 31.8 | Low |
| 400003 | 45 | Male | Bengaluru | Hypertension | Emergency | Employer | Outpatient | 4 | 0 | 0 | 7.3 | 30372 | 3 | 3 | 0 | 2 | 1 | 7 | 28.2 | 158 | 88 | 113.7 | 233.5 | No | 3.8 | 71.5 | 25.7 | 7.4 | 9.0 | 5.1 | 13.9 | 3 | 5.4 | No | No | 19.6 | Low |
| 400004 | 63 | Female | Jaipur | Heart Disease | Orthopedics | Private | Outpatient | 6 | 0 | 0 | 2.3 | 30592 | 3 | 5 | 1 | 1 | 1 | 5 | 29.7 | 147 | 86 | 118.3 | 237.3 | Yes | 5.8 | 81.5 | 15.3 | 6.4 | 5.1 | 8.5 | 12.6 | 2 | 4.8 | No | Yes | 44.1 | Low |
| 400005 | 32 | Female | Jaipur | Asthma | Orthopedics | Government | Inpatient | 2 | 1 | 0 | 0.5 | 34958 | 1 | 2 | 2 | 1 | 2 | 4 | 22.9 | 114 | 90 | 65.6 | 136.1 | No | 5.2 | 87.2 | 0.0 | 8.2 | 7.8 | 8.6 | 6.2 | 3 | 7.6 | No | Yes | 18.3 | Moderate |
| 400006 | 61 | Male | Chennai | COPD | Emergency | Private | Inpatient | 4 | 0 | 0 | 5.9 | 31100 | 1 | 10 | 1 | 0 | 2 | 4 | 28.1 | 121 | 87 | 109.1 | 175.1 | No | 6.5 | 73.1 | 3.5 | 7.3 | 6.9 | 10.0 | 19.6 | 1 | 5.9 | Yes | Yes | 28.4 | Moderate |
| 400007 | 56 | Male | Ahmedabad | COPD | Emergency | Government | Outpatient | 4 | 1 | 0 | 4.5 | 60530 | 2 | 4 | 2 | 2 | 1 | 1 | 31.4 | 144 | 66 | 72.5 | 212.1 | No | 3.3 | 71.5 | 17.5 | 8.0 | 4.6 | 7.0 | 15.0 | 1 | 5.5 | No | Yes | 40.1 | Moderate |
| 400008 | 57 | Female | Jaipur | None | Cardiology | Government | Outpatient | 4 | 0 | 0 | 0.5 | 44256 | 6 | 4 | 4 | 4 | 0 | 1 | 26.4 | 116 | 74 | 121.3 | 167.2 | No | 4.8 | 62.1 | 12.5 | 7.1 | 7.4 | 8.1 | 27.8 | 0 | 9.9 | No | No | 13.0 | Moderate |
Showing first 8 rows of 13,651.