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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 ⌀
9,001	Caucasian	Male	[70-80)	?	Not Available	Discharged to home	Physician Referral	1	MC	?	5	1	8	0	0	0	553	401	250	4	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	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,002	Caucasian	Male	[60-70)	?	Emergency	null	Transfer from another health care facility	1	?	?	3	0	8	0	0	0	414	411	V45	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Unspecified cardiac device in situ
9,003	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	9	?	?	44	1	11	0	0	0	428	425	486	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	Congestive heart failure, unspecified	Endomyocardial fibrosis	Pneumonia, organism unspecified
9,004	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	2	?	Orthopedics-Reconstructive	32	4	5	0	0	0	730	707	250.6	8	null	>8	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	Acute osteomyelitis, site unspecified	Pressure ulcer, unspecified site	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,005	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to SNF	Physician Referral	13	MC	?	32	3	22	2	0	0	996	41	250.7	9	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	false	Mechanical complication of unspecified cardiac device, implant, and graft	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
9,006	Caucasian	Female	[70-80)	?	null	Discharged to home	null	1	?	Cardiology	47	1	24	0	0	0	433	403	250.4	5	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	Occlusion and stenosis of basilar artery without mention of cerebral infarction	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
9,007	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	Oncology	38	1	9	0	0	0	458	283	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	Orthostatic hypotension	Autoimmune hemolytic anemias	Malignant essential hypertension
9,008	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	?	Gastroenterology	55	2	14	0	2	0	531	250	401	6	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	Acute gastric ulcer with hemorrhage, without mention of obstruction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,009	Caucasian	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	CP	?	52	0	8	0	1	0	786	250	?	2	null	>8	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	true	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
9,010	Caucasian	Male	[50-60)	?	Not Available	Discharged to home	Physician Referral	3	MD	?	44	0	16	0	0	0	491	295	135	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	Simple chronic bronchitis	Simple type schizophrenia, unspecified	Sarcoidosis
9,011	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to home with home health service	Emergency Room	10	SP	Surgery-General	1	3	14	2	0	0	428	403	428	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	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified
9,012	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	40	4	10	0	0	0	420	198	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	false	Acute pericarditis in diseases classified elsewhere	Secondary malignant neoplasm of kidney	Congestive heart failure, unspecified
9,013	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	BC	Nephrology	43	0	14	0	0	0	250.4	404	486	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	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Pneumonia, organism unspecified
9,014	Hispanic	Female	[60-70)	?	Emergency	null	Emergency Room	7	?	Family/GeneralPractice	41	3	22	0	0	2	786	428	401	6	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	Respiratory abnormality, unspecified	Congestive heart failure, unspecified	Malignant essential hypertension
9,015	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	13	?	?	81	5	22	1	0	0	577	425	428	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	Acute pancreatitis	Endomyocardial fibrosis	Congestive heart failure, unspecified
9,016	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	4	MC	Surgery-General	38	1	18	2	0	0	250.7	440	V45	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Atherosclerosis of aorta	Unspecified cardiac device in situ
9,017	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	4	CP	Radiologist	7	1	27	0	0	1	996	599	E878	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	true	Mechanical complication of unspecified cardiac device, implant, and graft	Urinary tract infection, site not specified	Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
9,018	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	2	?	Cardiology	31	2	20	0	0	0	414	710	414	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Systemic lupus erythematosus	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,019	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Emergency Room	2	?	Pulmonology	53	0	12	0	0	1	250.02	496	308	3	null	null	Steady	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	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Chronic airway obstruction, not elsewhere classified	Predominant disturbance of emotions
9,020	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	MC	Family/GeneralPractice	57	0	12	0	0	1	682	707	8	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	Cellulitis and abscess of face	Pressure ulcer, unspecified site	Intestinal infection due to E. coli, unspecified
9,021	Caucasian	Female	[20-30)	?	Elective	Discharged to home	Physician Referral	1	PO	?	24	1	5	0	0	0	664	250	V27	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	false	First-degree perineal laceration, unspecified as to episode of care or not applicable	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Outcome of delivery, single liveborn
9,022	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	MC	?	38	1	28	0	0	0	112	599	788	9	null	>7	Steady	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Candidiasis of mouth	Urinary tract infection, site not specified	Renal colic
9,023	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	5	?	?	63	3	14	0	0	1	535	250.6	250.22	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	Acute gastritis, without mention of hemorrhage	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Diabetes with hyperosmolarity, type II or unspecified type, uncontrolled
9,024	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Physician Referral	5	MC	?	60	0	10	0	0	0	530	428	427	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	Achalasia and cardiospasm	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
9,025	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	3	BC	Family/GeneralPractice	44	3	14	0	2	1	722	250.02	272	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	Displacement of cervical intervertebral disc without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Pure hypercholesterolemia
9,026	Caucasian	Male	[80-90)	?	Urgent	null	Physician Referral	6	?	?	36	0	5	0	0	0	332	496	426	6	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	Paralysis agitans	Chronic airway obstruction, not elsewhere classified	Atrioventricular block, complete
9,027	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	6	MC	Surgery-Cardiovascular/Thoracic	51	4	14	0	0	0	447	285	401	4	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	Arteriovenous fistula, acquired	Sideroblastic anemia	Malignant essential hypertension
9,028	Caucasian	Female	[80-90)	?	null	Discharged/transferred to home with home health service	Emergency Room	4	?	InternalMedicine	59	1	10	0	0	0	560	455	250.6	6	>300	>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	Intussusception	Internal hemorrhoids without mention of complication	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,029	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	65	1	17	0	1	0	434	428	204	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	Cerebral thrombosis without mention of cerebral infarction	Congestive heart failure, unspecified	Acute lymphoid leukemia, without mention of having achieved remission
9,030	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	4	UN	?	48	0	8	0	0	2	401	784	250	3	null	null	No	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Malignant essential hypertension	Headache	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,031	Caucasian	Male	[80-90)	[50-75)	Emergency	Discharged to home	Emergency Room	9	MC	?	71	3	12	0	0	3	590	426	790	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	Chronic pyelonephritis without lesion of renal medullary necrosis	Atrioventricular block, complete	Nonspecific findings on examination of blood
9,032	Caucasian	Male	[70-80)	?	Urgent	Discharged/transferred to home with home health service	null	5	MC	Hematology/Oncology	16	1	6	0	0	0	567	401	250	3	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	true	Peritonitis in infectious diseases classified elsewhere	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,033	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	2	?	?	61	0	13	0	3	2	428	496	515	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	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified	Postinflammatory pulmonary fibrosis
9,034	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	9	?	?	97	0	25	0	0	2	428	584	403	9	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	true	Congestive heart failure, unspecified	Acute kidney failure	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,035	?	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	62	0	12	0	0	0	446	427	403	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	Polyarteritis nodosa	Paroxysmal supraventricular tachycardia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,036	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	HM	?	1	0	9	0	0	0	577	250	272	4	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	Acute pancreatitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
9,037	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Clinic Referral	1	?	?	33	0	10	0	0	0	457	401	250	5	null	null	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Postmastectomy lymphedema syndrome	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,038	Caucasian	Male	[70-80)	[50-75)	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	3	?	?	55	0	11	0	0	0	780	496	428	8	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	Alteration of consciousness	Chronic airway obstruction, not elsewhere classified	Congestive heart failure, unspecified
9,039	AfricanAmerican	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	2	?	InternalMedicine	50	0	9	0	0	0	682	70	70	6	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Cellulitis and abscess of face	Viral hepatitis A with hepatic coma	Viral hepatitis A with hepatic coma
9,040	Caucasian	Female	[50-60)	?	null	Discharged to home	null	6	?	ObstetricsandGynecology	51	4	25	0	0	1	183	197	287	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	Malignant neoplasm of ovary	Secondary malignant neoplasm of lung	Allergic purpura
9,041	AfricanAmerican	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	?	32	0	11	0	0	0	434	342	459	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	Cerebral thrombosis without mention of cerebral infarction	Flaccid hemiplegia and hemiparesis affecting unspecified side	Hemorrhage, unspecified
9,042	Caucasian	Female	[50-60)	[50-75)	null	Discharged to home	null	3	?	?	55	0	11	0	0	1	435	401	272	7	null	>8	Up	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	Basilar artery syndrome	Malignant essential hypertension	Pure hypercholesterolemia
9,043	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	?	?	54	1	18	0	0	0	157	197	401	5	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	Malignant neoplasm of head of pancreas	Secondary malignant neoplasm of lung	Malignant essential hypertension
9,044	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	3	MC	Emergency/Trauma	25	0	14	0	0	0	294	715	401	5	null	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Amnestic disorder in conditions classified elsewhere	Osteoarthrosis, generalized, site unspecified	Malignant essential hypertension
9,045	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	Surgery-Vascular	37	2	24	0	0	0	227	252	493	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	Benign neoplasm of adrenal gland	Hyperparathyroidism, unspecified	Extrinsic asthma, unspecified
9,046	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	9	0	16	0	0	0	584	682	403	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	Acute kidney failure	Cellulitis and abscess of face	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,047	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	4	CM	Family/GeneralPractice	9	0	13	0	0	0	486	428	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Yes	false	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
9,048	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to SNF	Emergency Room	9	CM	Emergency/Trauma	63	3	28	0	0	0	38	518	427	9	null	>7	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Streptococcal septicemia	Pulmonary collapse	Paroxysmal supraventricular tachycardia
9,049	AfricanAmerican	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	2	BC	ObstetricsandGynecology	34	2	22	0	2	1	614	428	401	5	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	Acute salpingitis and oophoritis	Congestive heart failure, unspecified	Malignant essential hypertension
9,050	?	Female	[70-80)	?	Urgent	Discharged/transferred to ICF	Transfer from a hospital	3	MC	InternalMedicine	4	2	20	0	0	1	V57	821	295	5	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Care involving breathing exercises	Closed fracture of unspecified part of femur	Simple type schizophrenia, unspecified
9,051	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	5	HM	InternalMedicine	68	0	10	0	0	0	250.22	276	242	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	Diabetes with hyperosmolarity, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia	Toxic diffuse goiter without mention of thyrotoxic crisis or storm
9,052	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	10	?	?	63	6	37	0	0	0	410	414	250	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	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
9,053	Caucasian	Female	[90-100)	?	Not Available	Discharged/transferred to home with home health service	null	3	?	Family/GeneralPractice	24	0	14	0	0	0	433	280	401	4	>200	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	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Iron deficiency anemia secondary to blood loss (chronic)	Malignant essential hypertension
9,054	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	8	MC	Family/GeneralPractice	72	1	27	0	0	0	410	428	250.12	5	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
9,055	?	Female	[60-70)	?	Elective	Discharged to home	Clinic Referral	6	?	?	45	0	1	0	0	0	274	593	493	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	Gouty arthropathy, unspecified	Nephroptosis	Extrinsic asthma, unspecified
9,056	Caucasian	Male	[60-70)	?	Elective	null	Physician Referral	1	?	?	25	1	26	0	0	0	433	250	272	5	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
9,057	AfricanAmerican	Male	[70-80)	?	Urgent	Discharged/transferred to SNF	Physician Referral	7	?	Family/GeneralPractice	43	1	20	0	0	2	274	427	486	9	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	Gouty arthropathy, unspecified	Paroxysmal supraventricular tachycardia	Pneumonia, organism unspecified
9,058	Caucasian	Male	[70-80)	?	Elective	null	Physician Referral	3	?	Surgery-Neuro	28	3	29	0	0	0	721	997	427	9	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	Cervical spondylosis without myelopathy	Nervous system complication, unspecified	Paroxysmal supraventricular tachycardia
9,059	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	2	MC	Family/GeneralPractice	16	0	8	1	0	0	599	250.81	276	6	Norm	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	Urinary tract infection, site not specified	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia
9,060	Caucasian	Male	[60-70)	?	null	Discharged/transferred to home with home health service	null	10	?	?	27	1	20	0	0	0	403	250.4	583	7	null	null	Steady	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	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	Nephritis and nephropathy, not specified as acute or chronic, with lesion of proliferative glomerulonephritis
9,061	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to home with home health service	Physician Referral	4	MC	?	38	0	9	0	0	0	386	401	427	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	M_niere's disease, unspecified	Malignant essential hypertension	Paroxysmal supraventricular tachycardia
9,062	Caucasian	Female	[30-40)	?	Urgent	Left AMA	Emergency Room	1	HM	?	31	1	13	0	0	0	682	707	276	9	null	null	No	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	Cellulitis and abscess of face	Pressure ulcer, unspecified site	Hyperosmolality and/or hypernatremia
9,063	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	CP	?	40	3	15	0	0	0	821	825	E812	7	null	null	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Closed fracture of unspecified part of femur	Fracture of calcaneus, closed	Other motor vehicle traffic accident involving collision with motor vehicle injuring driver of motor vehicle other than motorcycle
9,064	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	55	0	12	0	0	4	402	428	250	7	null	null	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Malignant hypertensive heart disease without heart failure	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,065	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	null	5	MC	?	13	0	22	0	0	0	428	486	427	9	>200	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	Congestive heart failure, unspecified	Pneumonia, organism unspecified	Paroxysmal supraventricular tachycardia
9,066	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	?	2	3	5	1	0	0	578	276	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	false	Hematemesis	Hyperosmolality and/or hypernatremia	Congestive heart failure, unspecified
9,067	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	5	MC	InternalMedicine	47	1	8	0	0	0	250.6	707	780	5	null	Norm	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Alteration of consciousness
9,068	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	5	?	?	40	2	23	1	0	0	560	552	496	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	Intussusception	Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)	Chronic airway obstruction, not elsewhere classified
9,069	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	PO	?	40	0	6	0	0	0	348	518	250	5	null	Norm	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	Cerebral cysts	Pulmonary collapse	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,070	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	5	MC	Family/GeneralPractice	54	0	12	0	0	3	458	599	276	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	Orthostatic hypotension	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
9,071	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	Cardiology	36	0	11	0	0	0	786	401	250	3	null	null	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Respiratory abnormality, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,072	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	3	?	Cardiology	18	3	12	0	0	0	410	414	401	5	null	null	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
9,073	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	8	MD	?	67	2	35	0	0	1	518	486	428	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	Pulmonary collapse	Pneumonia, organism unspecified	Congestive heart failure, unspecified
9,074	AfricanAmerican	Female	[80-90)	?	Elective	Discharged to home	Physician Referral	3	?	InternalMedicine	28	0	14	0	0	0	535	599	681	4	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	true	Acute gastritis, without mention of hemorrhage	Urinary tract infection, site not specified	Cellulitis and abscess of finger, unspecified
9,075	Other	Male	[50-60)	?	Elective	Discharged to home	Emergency Room	4	SP	Emergency/Trauma	1	0	4	0	0	0	998	601	599	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	Postoperative shock, unspecified	Acute prostatitis	Urinary tract infection, site not specified
9,076	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	2	?	InternalMedicine	42	0	9	0	0	1	578	280	427	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	Iron deficiency anemia secondary to blood loss (chronic)	Paroxysmal supraventricular tachycardia
9,077	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	1	BC	Emergency/Trauma	50	0	6	0	0	0	592	591	427	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	Calculus of kidney	Hydronephrosis	Paroxysmal supraventricular tachycardia
9,078	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	9	MC	?	67	1	25	0	0	1	535	493	428	9	null	null	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Acute gastritis, without mention of hemorrhage	Extrinsic asthma, unspecified	Congestive heart failure, unspecified
9,079	Caucasian	Female	[80-90)	?	Emergency	null	Emergency Room	5	?	?	42	0	15	0	0	0	250.8	427	275	7	null	Norm	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 other specified manifestations, type II or unspecified type, not stated as uncontrolled	Paroxysmal supraventricular tachycardia	Disorders of mineral metabolism
9,080	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to SNF	null	9	MC	Family/GeneralPractice	18	0	17	1	0	0	682	250.7	707	5	Norm	null	Steady	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Cellulitis and abscess of face	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site
9,081	AfricanAmerican	Female	[60-70)	?	Elective	null	Transfer from a hospital	6	?	?	41	3	15	0	0	0	410	414	426	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 myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Atrioventricular block, complete
9,082	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	?	?	31	0	9	1	0	0	466	403	284	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	Acute bronchitis	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Aplastic anemia and other bone marrow failure syndromes
9,083	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to SNF	Physician Referral	3	BC	Orthopedics	25	2	24	0	0	0	715	496	V43	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	Osteoarthrosis, generalized, site unspecified	Chronic airway obstruction, not elsewhere classified	Eye globe replaced by other means
9,084	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	7	MC	?	37	0	11	0	0	0	386	401	250	7	null	Norm	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	M_niere's disease, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,085	Caucasian	Male	[80-90)	?	Elective	null	Physician Referral	13	?	?	54	6	49	0	0	0	414	496	401	6	null	null	No	No	No	No	No	No	No	Down	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
9,086	Caucasian	Female	[30-40)	?	Elective	Discharged to home	Clinic Referral	4	?	?	63	2	33	0	0	0	250.41	403	362	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	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Other retinal disorders
9,087	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Clinic Referral	3	?	?	51	0	8	0	0	1	8	401	250	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	Intestinal infection due to E. coli, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,088	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	5	BC	Family/GeneralPractice	50	6	22	0	0	0	414	411	786	6	null	null	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Respiratory abnormality, unspecified
9,089	Caucasian	Male	[50-60)	?	Not Available	Discharged/transferred/referred to a psychiatric hospital of a psychiatric distinct part unit of a hospital	Physician Referral	3	MC	?	51	0	16	0	0	0	780	584	295	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Acute kidney failure	Simple type schizophrenia, unspecified
9,090	Caucasian	Male	[60-70)	?	Not Available	Discharged to home	null	1	MC	Family/GeneralPractice	11	0	9	1	0	0	276	425	465	7	Norm	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	Hyperosmolality and/or hypernatremia	Endomyocardial fibrosis	Acute laryngopharyngitis
9,091	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Physician Referral	5	?	?	39	0	11	0	0	0	428	414	250.4	9	null	null	Up	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	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
9,092	Caucasian	Female	[80-90)	?	null	Discharged to home	Emergency Room	8	?	InternalMedicine	46	1	6	0	0	0	435	276	225	6	Norm	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	Basilar artery syndrome	Hyperosmolality and/or hypernatremia	Benign neoplasm of brain
9,093	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	7	?	Surgery-General	17	1	19	0	0	1	440	250.7	427	6	>200	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	Atherosclerosis of aorta	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Paroxysmal supraventricular tachycardia
9,094	Caucasian	Female	[80-90)	[50-75)	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	?	69	1	18	5	0	0	820	E885	E849	9	null	Norm	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	Closed fracture of intracapsular section of neck of femur, unspecified	Fall from (nonmotorized) scooter	Home accidents
9,095	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	7	MC	Emergency/Trauma	48	0	11	0	0	0	38	599	584	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	Streptococcal septicemia	Urinary tract infection, site not specified	Acute kidney failure
9,096	Caucasian	Male	[60-70)	?	null	Not Mapped	Emergency Room	4	?	InternalMedicine	46	0	5	0	0	0	433	292	780	9	null	Norm	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	Drug withdrawal	Alteration of consciousness
9,097	Hispanic	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	7	MC	InternalMedicine	67	4	26	0	0	0	434	427	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	Cerebral thrombosis without mention of cerebral infarction	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
9,098	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	SP	Cardiology	46	1	23	0	0	0	574	250	401	4	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	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,099	?	Female	[40-50)	?	Emergency	Discharged to home	Transfer from another health care facility	3	BC	InternalMedicine	49	0	13	0	0	0	276	558	250	5	null	null	Steady	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	Hyperosmolality and/or hypernatremia	Other and unspecified noninfectious gastroenteritis and colitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,100	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	9	?	?	52	3	26	0	0	0	250.8	404	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Hyperosmolality and/or hypernatremia

Subsets and Splits