| 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 | 78 | Male | Delhi | None | Endocrinology | Self-Pay | Inpatient | 2 | 0 | 0 | 3.8 | 29378 | 5 | 5 | 5 | 3 | 4 | 0 | 35.2 | 146 | 71 | 143.5 | 216.1 | No | 1.9 | 86.4 | 4.0 | 8.8 | 6.5 | 7.8 | 27.4 | 0 | 7.3 | Yes | No | 26.3 | Moderate |
| 400002 | 44 | Male | Hyderabad | Heart Disease | Neurology | Employer | Inpatient | 4 | 0 | 1 | 3.0 | 18771 | 6 | 2 | 1 | 2 | 2 | 2 | 27.8 | 119 | 81 | 90.9 | 171.1 | No | 8.8 | 79.7 | 0.0 | 7.8 | 6.4 | 10.0 | 21.2 | 1 | 7.2 | Yes | Yes | 16.8 | Moderate |
| 400003 | 51 | Male | Pune | Hypertension | Pulmonology | Private | Outpatient | 5 | 1 | 0 | 5.0 | 16308 | 6 | 7 | 1 | 2 | 6 | 1 | 24.9 | 146 | 92 | 91.2 | 171.8 | No | 4.5 | 81.3 | 23.9 | 10.0 | 5.9 | 6.5 | 1.0 | 0 | 7.9 | No | Yes | 32.9 | Moderate |
| 400004 | 35 | Male | Kolkata | None | Oncology | Employer | Outpatient | 3 | 2 | 1 | 3.5 | 34808 | 1 | 6 | 0 | 1 | 1 | 2 | 18.9 | 124 | 65 | 68.0 | 183.4 | No | 5.4 | 98.6 | 0.0 | 7.8 | 7.4 | 7.8 | 6.8 | 0 | 9.7 | Yes | No | 23.3 | Low |
| 400005 | 39 | Female | Lucknow | Hypertension | Cardiology | Employer | Inpatient | 3 | 0 | 1 | 3.8 | 67874 | 3 | 10 | 3 | 4 | 1 | 2 | 25.2 | 125 | 73 | 132.0 | 250.6 | No | 6.4 | 78.1 | 12.2 | 7.1 | 8.6 | 8.4 | 0.0 | 0 | 8.7 | Yes | Yes | 31.7 | Low |
| 400006 | 88 | Female | Bengaluru | Heart Disease | Oncology | Government | Inpatient | 5 | 1 | 0 | 6.2 | 41547 | 3 | 4 | 0 | 1 | 0 | 3 | 19.8 | 107 | 80 | 137.7 | 171.9 | No | 2.3 | 82.0 | 14.2 | 8.6 | 6.8 | 6.9 | 27.3 | 0 | 6.6 | No | Yes | 50.7 | Low |
| 400007 | 34 | Male | Bengaluru | COPD | Pulmonology | Government | Inpatient | 6 | 0 | 0 | 4.8 | 55333 | 1 | 6 | 2 | 3 | 1 | 1 | 26.9 | 136 | 87 | 106.7 | 166.1 | No | 5.9 | 87.2 | 21.2 | 6.4 | 7.1 | 8.8 | 16.4 | 0 | 7.1 | No | Yes | 21.3 | Moderate |
| 400008 | 49 | Female | Delhi | Heart Disease | Cardiology | Self-Pay | Inpatient | 2 | 1 | 0 | 1.5 | 42083 | 2 | 5 | 2 | 1 | 0 | 4 | 21.8 | 109 | 97 | 86.4 | 244.3 | No | 6.2 | 74.4 | 10.1 | 5.4 | 7.5 | 6.8 | 13.9 | 3 | 8.4 | Yes | Yes | 17.7 | Low |
Showing first 8 rows of 15,274.