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diabetes

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train · 10k rows

rowID int64 1 10k	race stringclasses 6 values	gender stringclasses 2 values	age stringclasses 10 values	weight stringclasses 8 values	admission_type_id stringclasses 6 values	discharge_disposition_id stringclasses 21 values	admission_source_id stringclasses 10 values	time_in_hospital int64 1 14	payer_code stringclasses 16 values	medical_specialty stringlengths 1 36	num_lab_procedures int64 1 120	num_procedures int64 0 6	num_medications int64 1 81	number_outpatient int64 0 36	number_emergency int64 0 42	number_inpatient int64 0 10	diag_1 stringlengths 1 6	diag_2 stringlengths 1 6	diag_3 stringlengths 1 6	number_diagnoses int64 1 9	max_glu_serum stringclasses 3 values	A1Cresult stringclasses 3 values	metformin stringclasses 4 values	repaglinide stringclasses 4 values	nateglinide stringclasses 4 values	chlorpropamide stringclasses 3 values	glimepiride stringclasses 4 values	acetohexamide stringclasses 1 value	glipizide stringclasses 4 values	glyburide stringclasses 4 values	tolbutamide stringclasses 2 values	pioglitazone stringclasses 4 values	rosiglitazone stringclasses 4 values	acarbose stringclasses 3 values	miglitol stringclasses 4 values	troglitazone stringclasses 1 value	tolazamide stringclasses 2 values	examide stringclasses 1 value	citoglipton stringclasses 1 value	insulin stringclasses 4 values	glyburide.metformin stringclasses 4 values	glipizide.metformin stringclasses 2 values	glimepiride.pioglitazone stringclasses 1 value	metformin.rosiglitazone stringclasses 1 value	metformin.pioglitazone stringclasses 1 value	change stringclasses 2 values	diabetesMed stringclasses 2 values	readmitted bool 2 classes	diag_1_desc stringlengths 6 152 ⌀	diag_2_desc stringlengths 6 160 ⌀	diag_3_desc stringlengths 8 160 ⌀
9,701	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Emergency Room	2	UN	Surgery-General	29	0	8	0	0	0	9	276	305	6	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Infectious colitis, enteritis, and gastroenteritis	Hyperosmolality and/or hypernatremia	Alcohol abuse, unspecified
9,702	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	MC	?	55	0	16	0	0	1	410	427	424	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Mitral valve disorders
9,703	Caucasian	Male	[60-70)	?	Not Available	Discharged/transferred to home with home health service	null	2	?	Surgery-General	2	1	15	2	0	0	250.81	707	414	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Pressure ulcer, unspecified site	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,704	Hispanic	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	1	MC	Surgery-Vascular	39	4	21	0	2	1	996	403	250.4	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Mechanical complication of unspecified cardiac device, implant, and graft	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
9,705	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	1	?	?	23	3	6	1	0	0	174	233	250	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Malignant neoplasm of nipple and areola of female breast	Carcinoma in situ of breast	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,706	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	74	0	18	0	0	1	428	491	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Simple chronic bronchitis	Paroxysmal supraventricular tachycardia
9,707	Hispanic	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	9	?	Family/GeneralPractice	62	2	7	0	0	2	572	571	250.4	9	null	null	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Abscess of liver	Alcoholic fatty liver	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
9,708	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	?	Family/GeneralPractice	42	0	7	0	0	1	427	250	272	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
9,709	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	?	32	5	11	0	0	0	410	427	998	9	null	Norm	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Postoperative shock, unspecified
9,710	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	null	2	?	Family/GeneralPractice	24	0	7	1	0	0	434	414	250	6	Norm	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,711	?	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	2	BC	Orthopedics	8	1	8	0	0	0	724	250	401	3	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Spinal stenosis, unspecified region	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,712	Caucasian	Female	[60-70)	?	null	Not Mapped	Emergency Room	5	?	InternalMedicine	63	0	25	0	0	0	402	518	491	9	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Malignant hypertensive heart disease without heart failure	Pulmonary collapse	Simple chronic bronchitis
9,713	Caucasian	Male	[80-90)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	1	MC	Neurology	1	3	27	0	0	0	724	285	250	4	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Spinal stenosis, unspecified region	Sideroblastic anemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,714	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	2	MC	Emergency/Trauma	8	0	7	0	0	0	428	427	250	9	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,715	AfricanAmerican	Female	[30-40)	?	Urgent	Discharged to home	Physician Referral	4	?	InternalMedicine	1	0	13	0	0	1	573	135	250.6	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Chronic passive congestion of liver	Sarcoidosis	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,716	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	10	MC	Nephrology	16	3	23	0	0	0	996	38	486	9	Norm	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Mechanical complication of unspecified cardiac device, implant, and graft	Streptococcal septicemia	Pneumonia, organism unspecified
9,717	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	11	?	?	58	4	23	0	0	0	250.4	425	428	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Endomyocardial fibrosis	Congestive heart failure, unspecified
9,718	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	9	?	InternalMedicine	55	2	16	0	0	0	434	784	342	8	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Headache	Flaccid hemiplegia and hemiparesis affecting unspecified side
9,719	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	12	?	?	75	0	16	0	0	2	577	560	250	7	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Acute pancreatitis	Intussusception	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,720	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	5	MC	Surgery-Vascular	40	2	26	0	0	1	997	428	998	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Nervous system complication, unspecified	Congestive heart failure, unspecified	Postoperative shock, unspecified
9,721	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	BC	?	55	4	41	1	0	0	715	276	515	9	null	null	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Osteoarthrosis, generalized, site unspecified	Hyperosmolality and/or hypernatremia	Postinflammatory pulmonary fibrosis
9,722	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	5	?	?	18	1	14	0	0	0	518	599	294	8	>300	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Pulmonary collapse	Urinary tract infection, site not specified	Amnestic disorder in conditions classified elsewhere
9,723	Caucasian	Male	[60-70)	?	null	Discharged to home	null	4	?	Cardiology	98	4	17	0	0	0	786	412	403	9	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Respiratory abnormality, unspecified	Old myocardial infarction	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,724	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	61	1	15	0	0	2	786	585	427	9	null	>7	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Respiratory abnormality, unspecified	Chronic kidney disease (ckd)	Paroxysmal supraventricular tachycardia
9,725	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	7	MC	Surgery-Cardiovascular/Thoracic	58	6	56	0	0	0	414	584	434	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Acute kidney failure	Cerebral thrombosis without mention of cerebral infarction
9,726	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	75	1	19	0	0	0	250.8	428	560	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Congestive heart failure, unspecified	Intussusception
9,727	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	CP	?	52	1	15	0	0	0	250.1	682	41	5	null	>8	Steady	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Cellulitis and abscess of face	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,728	AfricanAmerican	Male	[90-100)	?	Elective	Discharged/transferred to a long term care hospital.	Physician Referral	9	MC	InternalMedicine	44	1	24	0	0	0	38	284	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Streptococcal septicemia	Aplastic anemia and other bone marrow failure syndromes	Paroxysmal supraventricular tachycardia
9,729	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	?	42	0	12	0	0	1	787	276	427	9	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Nausea and vomiting	Hyperosmolality and/or hypernatremia	Paroxysmal supraventricular tachycardia
9,730	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	MC	?	29	0	18	0	0	2	428	414	585	7	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Chronic kidney disease (ckd)
9,731	Hispanic	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	5	MD	?	72	1	18	0	0	0	250.11	723	276	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Spinal stenosis in cervical region	Hyperosmolality and/or hypernatremia
9,732	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	4	SP	Radiologist	53	6	47	0	0	0	414	413	250.01	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,733	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	7	MC	Surgery-General	15	1	17	0	0	0	153	198	197	8	>200	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Malignant neoplasm of hepatic flexure	Secondary malignant neoplasm of kidney	Secondary malignant neoplasm of lung
9,734	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Emergency Room	2	MC	Emergency/Trauma	6	3	13	0	0	0	786	794	V17	5	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Respiratory abnormality, unspecified	Abnormal function study of brain and central nervous system, unspecified	Family history of psychiatric condition
9,735	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	5	HM	?	67	0	17	0	0	0	493	486	42	9	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Extrinsic asthma, unspecified	Pneumonia, organism unspecified	Human immunodeficiency virus [HIV] disease
9,736	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Transfer from another health care facility	4	MD	Family/GeneralPractice	70	1	10	0	0	0	250.11	682	276	5	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Cellulitis and abscess of face	Hyperosmolality and/or hypernatremia
9,737	Asian	Female	[50-60)	?	Not Available	Discharged to home	null	1	HM	?	18	1	14	2	1	0	786	782	278	9	Norm	null	Steady	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Respiratory abnormality, unspecified	Disturbance of skin sensation	Obesity, unspecified
9,738	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to another short term hospital	Physician Referral	2	BC	?	52	2	12	0	2	0	453	576	135	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Budd-chiari syndrome	Postcholecystectomy syndrome	Sarcoidosis
9,739	AfricanAmerican	Female	[70-80)	?	Emergency	Left AMA	Emergency Room	5	?	Family/GeneralPractice	88	2	8	0	0	0	238	599	276	7	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Neoplasm of uncertain behavior of bone and articular cartilage	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
9,740	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	6	CP	InternalMedicine	34	2	9	0	0	0	161	250.02	496	5	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Malignant neoplasm of glottis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Chronic airway obstruction, not elsewhere classified
9,741	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	?	Family/GeneralPractice	38	0	6	0	0	0	453	287	250	7	null	>8	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Budd-chiari syndrome	Allergic purpura	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,742	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	CM	?	52	0	4	0	0	0	599	401	530	4	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Urinary tract infection, site not specified	Malignant essential hypertension	Achalasia and cardiospasm
9,743	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	3	?	ObstetricsandGynecology	45	2	20	0	0	0	618	616	617	8	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Unspecified prolapse of vaginal walls	Cervicitis and endocervicitis	Endometriosis of uterus
9,744	AfricanAmerican	Male	[60-70)	?	Emergency	null	Emergency Room	13	?	?	68	1	25	0	0	1	331	780	414	7	null	>8	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Alzheimer's disease	Alteration of consciousness	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,745	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Emergency Room	3	MC	InternalMedicine	62	0	15	0	0	3	780	496	276	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Alteration of consciousness	Chronic airway obstruction, not elsewhere classified	Hyperosmolality and/or hypernatremia
9,746	Other	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	8	SP	Cardiology	65	3	12	0	0	0	434	427	394	7	null	>7	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Paroxysmal supraventricular tachycardia	Mitral stenosis
9,747	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	3	?	Nephrology	66	1	16	0	0	1	38	250.42	428	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Streptococcal septicemia	Diabetes with renal manifestations, type II or unspecified type, uncontrolled	Congestive heart failure, unspecified
9,748	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	OT	?	52	0	5	1	0	0	250.11	278	272	4	null	null	Steady	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Obesity, unspecified	Pure hypercholesterolemia
9,749	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	MC	Family/GeneralPractice	50	0	19	0	1	0	728	492	790	9	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Infective myositis	Emphysematous bleb	Nonspecific findings on examination of blood
9,750	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to another short term hospital	Emergency Room	2	UN	Surgery-General	39	3	11	0	0	0	414	411	496	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Chronic airway obstruction, not elsewhere classified
9,751	Caucasian	Male	[30-40)	?	Elective	Discharged to home	Physician Referral	1	?	Orthopedics	20	3	16	0	0	0	722	250	305	3	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Displacement of cervical intervertebral disc without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alcohol abuse, unspecified
9,752	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	OG	?	52	0	15	0	0	0	250.1	599	41	6	null	Norm	Down	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Urinary tract infection, site not specified	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,753	Caucasian	Male	[60-70)	?	Not Available	Discharged/transferred to another short term hospital	null	1	MC	?	18	2	19	0	0	0	428	518	403	9	Norm	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Congestive heart failure, unspecified	Pulmonary collapse	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,754	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	3	MC	?	1	4	27	0	0	0	724	788	250	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Spinal stenosis, unspecified region	Renal colic	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,755	Caucasian	Male	[40-50)	?	null	Discharged/transferred to home with home health service	null	5	?	Family/GeneralPractice	56	2	23	1	0	2	682	250.81	707	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Cellulitis and abscess of face	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Pressure ulcer, unspecified site
9,756	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	63	3	17	0	0	1	558	276	250	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Other and unspecified noninfectious gastroenteritis and colitis	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,757	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	8	?	InternalMedicine	48	2	11	0	0	1	453	250	289	3	null	null	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Polycythemia, secondary
9,758	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Physician Referral	1	?	Gastroenterology	19	2	19	1	0	0	276	414	401	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Hyperosmolality and/or hypernatremia	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
9,759	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	4	?	?	57	1	21	0	0	0	428	719	414	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Congestive heart failure, unspecified	Effusion of joint, site unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,760	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	6	MC	?	48	0	14	0	0	10	276	204	403	9	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Hyperosmolality and/or hypernatremia	Acute lymphoid leukemia, without mention of having achieved remission	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,761	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	null	3	?	Family/GeneralPractice	19	0	29	0	1	0	491	486	244	8	>200	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Simple chronic bronchitis	Pneumonia, organism unspecified	Postsurgical hypothyroidism
9,762	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	null	3	?	Cardiology	16	0	9	0	0	0	780	427	790	8	Norm	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Alteration of consciousness	Paroxysmal supraventricular tachycardia	Nonspecific findings on examination of blood
9,763	?	Female	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	1	MC	Urology	50	3	6	0	0	0	592	250	401	3	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Calculus of kidney	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,764	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	1	HM	Cardiology	23	5	9	0	0	0	414	411	401	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Malignant essential hypertension
9,765	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	Family/GeneralPractice	3	0	7	0	0	0	786	401	250	6	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Respiratory abnormality, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,766	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	MC	?	66	0	8	0	0	0	38	481	428	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Streptococcal septicemia	Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]	Congestive heart failure, unspecified
9,767	Caucasian	Female	[50-60)	?	Emergency	Discharged/transferred to SNF	Emergency Room	9	CP	?	61	6	33	0	0	0	824	410	277	6	null	Norm	Up	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Fracture of medial malleolus, closed	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Cystic fibrosis without mention of meconium ileus
9,768	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	1	?	Family/GeneralPractice	30	0	13	0	0	0	511	486	197	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Pleurisy without mention of effusion or current tuberculosis	Pneumonia, organism unspecified	Secondary malignant neoplasm of lung
9,769	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	52	0	11	0	0	0	482	276	250	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Pneumonia due to Klebsiella pneumoniae	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,770	AfricanAmerican	Male	[20-30)	?	null	Left AMA	Emergency Room	7	?	?	39	0	4	0	0	0	250.82	V15	?	2	>200	null	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Personal history of allergy, other than to medicinal agents, presenting hazards to health	null
9,771	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	?	InternalMedicine	66	1	25	0	0	0	820	707	427	9	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Closed fracture of intracapsular section of neck of femur, unspecified	Pressure ulcer, unspecified site	Paroxysmal supraventricular tachycardia
9,772	Caucasian	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	58	1	9	0	0	0	250.11	493	593	3	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Extrinsic asthma, unspecified	Nephroptosis
9,773	AfricanAmerican	Female	[70-80)	?	Emergency	Expired	Emergency Room	9	?	Emergency/Trauma	78	2	21	0	0	1	434	518	428	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Pulmonary collapse	Congestive heart failure, unspecified
9,774	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	2	?	?	1	3	6	0	0	0	414	401	250	5	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,775	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	10	SP	Cardiology	74	2	31	0	0	0	518	486	250.11	3	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Pulmonary collapse	Pneumonia, organism unspecified	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
9,776	Other	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	?	2	2	15	0	0	0	428	518	250	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Congestive heart failure, unspecified	Pulmonary collapse	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,777	Caucasian	Male	[60-70)	[50-75)	Emergency	Expired	Emergency Room	13	MC	?	93	1	13	0	0	0	208	424	410	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute leukemia of unspecified cell type, without mention of having achieved remission	Mitral valve disorders	Acute myocardial infarction of anterolateral wall, episode of care unspecified
9,778	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	6	MC	InternalMedicine	69	2	20	0	0	0	250.8	730	707	5	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Acute osteomyelitis, site unspecified	Pressure ulcer, unspecified site
9,779	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	32	1	19	0	0	0	726	682	518	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Adhesive capsulitis of shoulder	Cellulitis and abscess of face	Pulmonary collapse
9,780	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	Radiologist	7	0	6	2	0	0	427	427	402	4	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia	Malignant hypertensive heart disease without heart failure
9,781	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	55	0	7	0	0	0	362	250.02	401	3	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Other retinal disorders	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Malignant essential hypertension
9,782	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Transfer from a hospital	2	?	?	22	5	10	0	0	0	410	414	401	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
9,783	Caucasian	Male	[90-100)	?	Emergency	Discharged/transferred to SNF	Transfer from another health care facility	6	HM	InternalMedicine	62	0	14	0	0	0	486	428	427	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
9,784	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Transfer from another health care facility	5	?	Cardiology	40	0	17	0	0	0	428	493	410	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Congestive heart failure, unspecified	Extrinsic asthma, unspecified	Acute myocardial infarction of anterolateral wall, episode of care unspecified
9,785	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	53	0	9	1	0	2	434	428	425	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Cerebral thrombosis without mention of cerebral infarction	Congestive heart failure, unspecified	Endomyocardial fibrosis
9,786	AfricanAmerican	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	4	?	Urology	18	2	26	0	0	0	185	998	285	9	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Malignant neoplasm of prostate	Postoperative shock, unspecified	Sideroblastic anemia
9,787	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	4	?	Surgery-Cardiovascular/Thoracic	35	2	23	0	0	0	433	433	401	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Malignant essential hypertension
9,788	Caucasian	Female	[70-80)	?	Emergency	Expired	Emergency Room	7	?	?	54	1	18	0	0	1	599	197	41	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Urinary tract infection, site not specified	Secondary malignant neoplasm of lung	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,789	Caucasian	Female	[70-80)	?	null	Discharged to home	null	5	?	InternalMedicine	62	4	21	0	0	0	578	557	250.01	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Hematemesis	Acute vascular insufficiency of intestine	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,790	AfricanAmerican	Male	[80-90)	?	Urgent	Discharged/transferred to SNF	Physician Referral	5	?	InternalMedicine	9	0	16	2	0	0	458	263	276	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Orthostatic hypotension	Malnutrition of moderate degree	Hyperosmolality and/or hypernatremia
9,791	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	6	MC	InternalMedicine	54	0	17	0	0	0	250.6	707	682	5	null	>7	Steady	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Cellulitis and abscess of face
9,792	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	11	OG	Emergency/Trauma	1	1	8	0	0	0	510	41	493	7	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Empyema with fistula	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Extrinsic asthma, unspecified
9,793	Caucasian	Female	[80-90)	?	Elective	Discharged to home	Physician Referral	1	MC	InternalMedicine	37	1	4	0	0	1	285	496	780	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Sideroblastic anemia	Chronic airway obstruction, not elsewhere classified	Alteration of consciousness
9,794	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	2	?	Cardiology	39	1	20	0	0	0	427	402	428	7	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Paroxysmal supraventricular tachycardia	Malignant hypertensive heart disease without heart failure	Congestive heart failure, unspecified
9,795	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	38	0	27	0	0	0	486	428	493	9	null	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Extrinsic asthma, unspecified
9,796	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	Oncology	33	0	9	0	0	1	174	250	?	2	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Malignant neoplasm of nipple and areola of female breast	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
9,797	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	7	0	11	0	0	0	427	414	244	7	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postsurgical hypothyroidism
9,798	Caucasian	Male	[60-70)	[100-125)	null	Discharged/transferred to home with home health service	null	6	?	Cardiology	34	5	23	4	0	0	428	427	998	7	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Postoperative shock, unspecified
9,799	AfricanAmerican	Male	[50-60)	?	null	Discharged to home	Emergency Room	12	?	?	61	0	16	0	0	1	486	491	250.03	6	>200	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Pneumonia, organism unspecified	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
9,800	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Transfer from another health care facility	7	MC	Psychiatry	34	0	15	0	0	0	296	70	305	5	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Bipolar I disorder, single manic episode, unspecified	Viral hepatitis A with hepatic coma	Alcohol abuse, unspecified