patient_id,first_name,last_name,age,gender,blood_type,admission_date,discharge_date,diagnosis,diagnosis_code,primary_condition,comorbidities,medication_1,medication_2,medication_3,lab_test_1,lab_test_1_result,lab_test_2,lab_test_2_result,lab_test_3,lab_test_3_result,treatment_type,length_of_stay,readmission_30_days,outcome,insurance_type,charges
P001,John,Smith,45,Male,O+,2026-01-15,2026-01-22,Hypertension,I10,Hypertension,Diabetes,Metformin,Losartan,Atorvastatin,Blood Pressure,140/90,Glucose,125,Cholesterol,220,Medication,7,No,Improved,Private,8500
P002,Mary,Johnson,62,Female,A+,2026-01-18,2026-01-25,Diabetes Type 2,E11,Diabetes,Hypertension,Insulin,Metformin,Lisinopril,Glucose,180,Blood Pressure,135/85,HbA1c,7.8,Medication,7,No,Improved,Medicare,9200
P003,Robert,Williams,38,Male,B+,2026-01-20,2026-01-23,Pneumonia,J18.9,Pneumonia,None,Amoxicillin,Paracetamol,None,Chest X-Ray,Positive,Blood Culture,Negative,White Blood Count,12000,Antibiotics,3,No,Recovered,Private,6500
P004,Linda,Brown,55,Female,AB+,2026-01-22,2026-02-05,Coronary Artery Disease,I25.10,Heart Disease,Hypertension,Atorvastatin,Clopidogrel,Metoprolol,ECG,Abnormal,Cholesterol,250,Troponin,0.15,Cardiac Procedure,14,Yes,Stable,Private,25000
P005,Michael,Davis,29,Male,O-,2026-01-25,2026-01-27,Appendicitis,K35.80,Appendicitis,None,Cefazolin,Ibuprofen,None,CT Scan,Positive,White Blood Count,15000,CRP,45,Surgery,2,No,Recovered,Private,12000
P006,Jennifer,Miller,41,Female,A-,2026-01-28,2026-02-10,Chronic Kidney Disease,N18.9,Kidney Disease,Diabetes,ACE Inhibitor,Furosemide,Calcium Carbonate,Creatinine,2.5,Glomerular Filtration Rate,35,Blood Urea Nitrogen,45,Medication,13,No,Stable,Medicaid,18000
P007,David,Wilson,67,Male,B-,2026-02-01,2026-02-08,Stroke,I64,Stroke,Hypertension,Atorvastatin,Clopidogrel,Antihypertensive,CT Scan,Positive,Blood Pressure,160/95,Cholesterol,240,Rehabilitation,7,No,Improved,Medicare,15000
P008,Sarah,Moore,33,Female,O+,2026-02-03,2026-02-05,Pregnancy Complications,O36.4,Pregnancy,None,Prenatal Vitamins,None,None,Ultrasound,Normal,Blood Pressure,120/80,Hemoglobin,11.5,Monitoring,2,No,Recovered,Private,5500
P009,James,Taylor,52,Male,A+,2026-02-05,2026-02-12,COPD,J44.1,COPD,Smoking History,Albuterol,Prednisone,Azithromycin,Chest X-Ray,Positive,Pulmonary Function Test,65%,Oxygen Saturation,92,Medication,7,No,Improved,Private,11000
P010,Patricia,Anderson,48,Female,B+,2026-02-08,2026-02-15,Depression,F32.9,Mental Health,Anxiety,Sertraline,None,None,PHQ-9,18,None,None,None,None,Therapy,7,No,Improved,Private,8000
P011,Richard,Thomas,61,Male,AB-,2026-02-10,2026-02-20,Cancer,C50.9,Cancer,None,Chemotherapy,None,None,Biopsy,Positive,CT Scan,Positive,Blood Count,Abnormal,Chemotherapy,10,Yes,Stable,Medicare,45000
P012,Nancy,Jackson,39,Female,O+,2026-02-12,2026-02-14,Asthma,J45.9,Asthma,Allergies,Albuterol,Fluticasone,None,Pulmonary Function Test,70%,Allergy Test,Positive,Peak Flow,280,Medication,2,No,Recovered,Private,6000
P013,Charles,White,44,Male,A-,2026-02-15,2026-02-18,Gastroenteritis,A09,Gastroenteritis,None,IV Fluids,Antiemetic,None,Stool Culture,Negative,Electrolytes,Normal,White Blood Count,8000,Supportive Care,3,No,Recovered,Private,5000
P014,Betty,Harris,56,Female,B+,2026-02-18,2026-02-25,Osteoarthritis,M19.90,Joint Disease,Hypertension,Ibuprofen,Physical Therapy,None,X-Ray,Positive,None,None,None,None,Physical Therapy,7,No,Improved,Medicare,9500
P015,Joseph,Martin,35,Male,O-,2026-02-20,2026-02-22,Migraine,G43.909,Migraine,None,Sumatriptan,Ibuprofen,None,CT Scan,Normal,None,None,None,None,Medication,2,No,Recovered,Private,4500
P016,Margaret,Thompson,58,Female,A+,2026-02-22,2026-03-01,Heart Failure,I50.9,Heart Disease,Hypertension,ACE Inhibitor,Furosemide,Digoxin,ECG,Abnormal,Echocardiogram,EF 40%,BNP,450,Medication,7,No,Improved,Medicare,14000
P017,Thomas,Garcia,42,Male,B-,2026-02-25,2026-02-28,Urinary Tract Infection,N39.0,UTI,None,Ciprofloxacin,None,None,Urine Culture,Positive,White Blood Count,11000,None,None,Antibiotics,3,No,Recovered,Private,5500
P018,Dorothy,Martinez,50,Female,AB+,2026-02-28,2026-03-05,Thyroid Disorder,E07.9,Thyroid,None,Levothyroxine,None,None,TSH,8.5,T4,Low,None,None,Medication,5,No,Improved,Private,7000
P019,Christopher,Robinson,31,Male,O+,2026-03-01,2026-03-03,Fracture,S72.9,Fracture,None,Pain Medication,None,None,X-Ray,Positive,None,None,None,None,Surgery,2,No,Recovered,Private,13000
P020,Carol,Clark,47,Female,A-,2026-03-03,2026-03-10,Anemia,D64.9,Anemia,None,Iron Supplement,None,None,Hemoglobin,9.5,Ferritin,Low,Blood Count,Abnormal,Medication,7,No,Improved,Private,7500
P021,Daniel,Rodriguez,59,Male,B+,2026-03-05,2026-03-12,Prostate Cancer,C61,Cancer,None,Radiation,None,None,PSA,8.5,Biopsy,Positive,CT Scan,Positive,Radiation,7,No,Stable,Medicare,38000
P022,Michelle,Lewis,36,Female,O-,2026-03-08,2026-03-10,Endometriosis,N80.9,Gynecological,None,Hormone Therapy,None,None,Ultrasound,Positive,None,None,None,None,Medication,2,No,Improved,Private,6500
P023,Mark,Lee,53,Male,A+,2026-03-10,2026-03-17,Pancreatitis,K85.9,Pancreatitis,Alcohol History,IV Fluids,Pain Medication,None,Amylase,450,Lipase,380,CT Scan,Positive,Supportive Care,7,No,Improved,Private,16000
P024,Lisa,Walker,43,Female,B-,2026-03-12,2026-03-15,Fibromyalgia,M79.3,Chronic Pain,Depression,Gabapentin,Antidepressant,None,None,None,None,None,None,None,Medication,3,No,Stable,Private,8500
P025,Donald,Hall,46,Male,AB+,2026-03-15,2026-03-18,Septicemia,A41.9,Infection,Diabetes,Antibiotics,IV Fluids,None,Blood Culture,Positive,White Blood Count,18000,CRP,120,Antibiotics,3,No,Recovered,Private,22000
P026,Sandra,Allen,54,Female,O+,2026-03-18,2026-03-25,Cholecystitis,K81.9,Gallbladder,None,Laparoscopic Surgery,None,None,Ultrasound,Positive,White Blood Count,13000,None,None,Surgery,7,No,Recovered,Medicare,19000
P027,Paul,Young,40,Male,A-,2026-03-20,2026-03-22,Concussion,S06.0,Head Injury,None,Observation,None,None,CT Scan,Normal,Neurological Exam,Normal,None,None,Observation,2,No,Recovered,Private,6000
P028,Karen,King,49,Female,B+,2026-03-22,2026-03-29,Rheumatoid Arthritis,M06.9,Autoimmune,None,Methotrexate,Prednisone,None,Rheumatoid Factor,Positive,ESR,45,CRP,25,Medication,7,No,Improved,Private,12000
P029,Andrew,Wright,37,Male,O-,2026-03-25,2026-03-27,Cellulitis,L03.90,Skin Infection,None,Antibiotics,None,None,Wound Culture,Positive,White Blood Count,14000,None,None,Antibiotics,2,No,Recovered,Private,5500
P030,Donna,Scott,51,Female,AB-,2026-03-27,2026-04-03,Diverticulitis,K57.30,Digestive,None,Antibiotics,IV Fluids,None,CT Scan,Positive,White Blood Count,15000,None,None,Medication,7,No,Improved,Medicare,14000