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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 ⌀
301	Caucasian	Male	[70-80)	?	Emergency	Expired	Transfer from another health care facility	2	MC	Family/GeneralPractice	56	0	8	0	0	0	434	276	496	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	Cerebral thrombosis without mention of cerebral infarction	Hyperosmolality and/or hypernatremia	Chronic airway obstruction, not elsewhere classified
302	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	5	MC	Pulmonology	49	0	15	0	0	1	486	427	427	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	Pneumonia, organism unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
303	Caucasian	Male	[70-80)	?	Urgent	Expired	Physician Referral	3	MC	Family/GeneralPractice	45	3	18	0	0	1	434	486	427	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	Cerebral thrombosis without mention of cerebral infarction	Pneumonia, organism unspecified	Paroxysmal supraventricular tachycardia
304	Caucasian	Male	[80-90)	[50-75)	Emergency	Discharged to home	Emergency Room	5	?	Cardiology	61	2	18	1	0	1	414	411	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Paroxysmal supraventricular tachycardia
305	Caucasian	Female	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Clinic Referral	4	?	?	49	1	24	0	0	0	250.83	592	591	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	Diabetes with other specified manifestations, type I [juvenile type], uncontrolled	Calculus of kidney	Hydronephrosis
306	Caucasian	Female	[20-30)	?	Urgent	Discharged to home	Physician Referral	1	PO	?	19	0	7	0	0	0	648	591	599	5	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 mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable	Hydronephrosis	Urinary tract infection, site not specified
307	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	63	0	16	0	0	0	428	496	424	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	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified	Mitral valve disorders
308	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	1	BC	Orthopedics	26	2	22	1	0	0	733	203	401	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	false	Osteoporosis, unspecified	Multiple myeloma, without mention of having achieved remission	Malignant essential hypertension
309	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	5	?	Surgery-Cardiovascular/Thoracic	65	5	27	0	0	0	414	424	285	7	null	Norm	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	Mitral valve disorders	Sideroblastic anemia
310	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	3	UN	Gastroenterology	54	0	8	0	0	0	555	276	571	5	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	false	Regional enteritis of small intestine	Hyperosmolality and/or hypernatremia	Alcoholic fatty liver
311	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	38	1	13	0	0	0	813	802	801	9	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	Closed fracture of upper end of forearm, unspecified	Closed fracture of nasal bones	Closed fracture of base of skull without mention of intra cranial injury, unspecified state of consciousness
312	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	52	1	14	0	0	2	724	250.4	403	9	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	Spinal stenosis, unspecified region	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
313	AfricanAmerican	Male	[40-50)	?	Not Available	Discharged to home	null	14	?	Surgery-General	25	2	18	0	1	0	560	553	276	7	>300	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	Intussusception	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)	Hyperosmolality and/or hypernatremia
314	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	BC	Nephrology	49	0	16	0	0	1	250.21	403	585	8	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	Diabetes with hyperosmolarity, type I [juvenile type], not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
315	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	11	?	InternalMedicine	89	4	26	0	0	0	518	584	785	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	Pulmonary collapse	Acute kidney failure	Tachycardia, unspecified
316	AfricanAmerican	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	3	HM	ObstetricsandGynecology	33	4	25	0	0	0	218	285	218	9	null	>7	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	Submucous leiomyoma of uterus	Sideroblastic anemia	Submucous leiomyoma of uterus
317	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	InternalMedicine	35	1	3	0	0	0	571	250	?	2	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	false	Alcoholic fatty liver	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
318	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	4	HM	?	66	6	24	0	0	0	410	272	250	4	null	Norm	Steady	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Pure hypercholesterolemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
319	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	null	2	MC	?	17	2	14	2	1	0	426	780	E937	8	Norm	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	Atrioventricular block, complete	Alteration of consciousness	Barbiturates causing adverse effects in therapeutic use
320	Caucasian	Male	[80-90)	?	Emergency	Expired	Emergency Room	7	?	?	43	0	7	0	0	3	428	403	789	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	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Abdominal pain, unspecified site
321	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	43	0	2	0	0	0	250.32	401	790	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	Diabetes with other coma, type II or unspecified type, uncontrolled	Malignant essential hypertension	Nonspecific findings on examination of blood
322	Hispanic	Female	[70-80)	?	Elective	Discharged/transferred to another type of inpatient care institution	Physician Referral	5	MC	Orthopedics-Reconstructive	38	3	32	0	0	0	715	403	585	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	Osteoarthrosis, generalized, site unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
323	Caucasian	Male	[30-40)	[50-75)	null	Discharged to home	null	7	?	?	84	0	15	0	0	0	434	404	250.53	7	null	>8	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	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled
324	Hispanic	Male	[50-60)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	2	HM	?	40	0	9	0	0	0	410	250	272	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
325	Caucasian	Male	[30-40)	?	Urgent	null	Transfer from a hospital	9	?	?	54	1	14	0	0	0	38	481	518	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	Streptococcal septicemia	Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]	Pulmonary collapse
326	Caucasian	Female	[80-90)	[75-100)	Urgent	Discharged to home	Physician Referral	7	MC	InternalMedicine	62	2	12	0	1	0	530	276	599	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	Achalasia and cardiospasm	Hyperosmolality and/or hypernatremia	Urinary tract infection, site not specified
327	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	1	?	?	61	0	8	0	0	0	414	412	V45	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Old myocardial infarction	Unspecified cardiac device in situ
328	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	5	MC	Surgery-General	57	1	14	0	0	0	552	401	250	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	Femoral hernia with obstruction, 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
329	Hispanic	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Emergency Room	13	BC	Emergency/Trauma	71	2	22	0	0	2	518	276	491	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	Pulmonary collapse	Hyperosmolality and/or hypernatremia	Simple chronic bronchitis
330	Caucasian	Female	[40-50)	?	Not Available	Discharged to home	null	1	DM	?	12	0	12	0	3	2	786	496	536	8	Norm	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	Respiratory abnormality, unspecified	Chronic airway obstruction, not elsewhere classified	Achlorhydria
331	AfricanAmerican	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	2	MC	Orthopedics	27	3	18	0	0	1	733	285	401	5	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Osteoporosis, unspecified	Sideroblastic anemia	Malignant essential hypertension
332	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	4	?	Cardiology	50	6	28	1	1	0	410	996	578	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	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Mechanical complication of unspecified cardiac device, implant, and graft	Hematemesis
333	AfricanAmerican	Female	[70-80)	?	Elective	null	Transfer from a hospital	9	?	PhysicalMedicineandRehabilitation	26	0	10	0	0	1	V57	V43	715	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	true	Care involving breathing exercises	Eye globe replaced by other means	Osteoarthrosis, generalized, site unspecified
334	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	3	MC	?	68	0	16	0	0	0	428	131	401	5	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	Congestive heart failure, unspecified	Urogenital trichomoniasis, unspecified	Malignant essential hypertension
335	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	?	?	4	0	7	0	0	1	465	401	250	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	false	Acute laryngopharyngitis	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
336	Caucasian	Female	[90-100)	?	Not Available	Discharged to home	Physician Referral	3	MC	?	48	2	11	1	0	0	532	285	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	false	Acute duodenal ulcer with hemorrhage, without mention of obstruction	Sideroblastic anemia	Paroxysmal supraventricular tachycardia
337	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	?	?	32	0	16	1	0	0	599	790	41	9	null	null	Steady	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Urinary tract infection, site not specified	Nonspecific findings on examination of blood	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
338	Caucasian	Male	[40-50)	?	Emergency	Discharged/transferred to another short term hospital	null	1	HM	?	3	0	8	0	0	0	411	427	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	Postmyocardial infarction syndrome	Paroxysmal supraventricular tachycardia	Malignant essential hypertension
339	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	HM	Cardiology	48	0	11	0	1	0	414	786	250	7	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
340	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	2	?	Family/GeneralPractice	50	0	11	0	0	2	486	428	290	7	null	null	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Senile dementia, uncomplicated
341	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	1	?	Surgery-Neuro	44	1	12	0	0	0	722	250	?	2	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	Displacement of cervical intervertebral disc without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
342	Caucasian	Female	[80-90)	[50-75)	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	Cardiology	70	0	16	0	0	3	402	584	396	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	Malignant hypertensive heart disease without heart failure	Acute kidney failure	Mitral valve stenosis and aortic valve stenosis
343	Caucasian	Male	[40-50)	?	null	Discharged to home	null	4	?	Family/GeneralPractice	70	0	13	0	0	0	577	573	276	8	null	>8	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	true	Acute pancreatitis	Chronic passive congestion of liver	Hyperosmolality and/or hypernatremia
344	Caucasian	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	?	?	66	3	10	0	0	0	574	575	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	false	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Acute cholecystitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
345	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	?	30	3	7	0	0	0	410	414	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
346	AfricanAmerican	Male	[70-80)	?	Urgent	Discharged/transferred to SNF	Physician Referral	4	HM	?	38	0	13	0	0	0	682	403	459	5	null	>7	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	Cellulitis and abscess of face	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Hemorrhage, unspecified
347	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	2	?	?	11	0	3	0	0	0	250.11	?	?	1	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 ketoacidosis, type I [juvenile type], not stated as uncontrolled	null	null
348	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	42	0	10	0	0	0	427	414	250	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	false	Paroxysmal supraventricular tachycardia	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
349	Asian	Male	[60-70)	?	Not Available	Discharged to home	Physician Referral	4	MC	?	35	2	16	1	0	0	235	250	401	4	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	Neoplasm of uncertain behavior of major salivary glands	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
350	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Not Mapped	4	?	?	37	2	22	0	0	1	996	996	V14	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	Mechanical complication of unspecified cardiac device, implant, and graft	Mechanical complication of unspecified cardiac device, implant, and graft	Personal history of allergy to penicillin
351	Caucasian	Female	[60-70)	[75-100)	Elective	Discharged/transferred to home with home health service	Transfer from a hospital	6	MC	?	46	0	17	1	0	1	V57	719	V54	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	Care involving breathing exercises	Effusion of joint, site unspecified	Other orthopedic aftercare
352	AfricanAmerican	Male	[0-10)	?	Emergency	Discharged to home	Emergency Room	3	?	Pediatrics-Endocrinology	2	0	5	0	0	0	250.03	276	?	2	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 mellitus without mention of complication, type I [juvenile type], uncontrolled	Hyperosmolality and/or hypernatremia	null
353	Other	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	36	0	13	0	0	0	239	780	250	7	null	null	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Neoplasm of unspecified nature of digestive system	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
354	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Emergency Room	1	SP	Emergency/Trauma	40	0	4	0	0	0	786	305	250	4	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	Respiratory abnormality, unspecified	Alcohol abuse, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
355	Caucasian	Male	[30-40)	?	Emergency	Discharged to home	Transfer from another health care facility	2	BC	Family/GeneralPractice	39	1	5	0	0	0	250.81	?	?	2	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	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	null	null
356	AfricanAmerican	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	?	InternalMedicine	55	0	12	0	3	7	428	276	414	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	true	Congestive heart failure, unspecified	Hyperosmolality and/or hypernatremia	Coronary atherosclerosis of unspecified type of vessel, native or graft
357	Hispanic	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	51	0	16	0	0	0	428	425	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	true	Congestive heart failure, unspecified	Endomyocardial fibrosis	Coronary atherosclerosis of unspecified type of vessel, native or graft
358	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	?	Pulmonology	41	2	4	0	0	0	564	250	562	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	Constipation, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Diverticulosis of small intestine (without mention of hemorrhage)
359	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Emergency Room	3	CP	Emergency/Trauma	35	2	6	0	0	0	434	780	784	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	Cerebral thrombosis without mention of cerebral infarction	Alteration of consciousness	Headache
360	Other	Female	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	1	?	?	43	3	9	0	0	0	414	428	V45	6	null	null	No	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Congestive heart failure, unspecified	Unspecified cardiac device in situ
361	Caucasian	Male	[50-60)	?	Elective	Discharged/transferred to SNF	Physician Referral	1	MC	Surgery-Vascular	39	1	18	1	0	1	250.4	403	250.6	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	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
362	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	Cardiology	34	6	3	0	0	0	414	427	272	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Paroxysmal supraventricular tachycardia	Pure hypercholesterolemia
363	AfricanAmerican	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	Cardiology	29	2	8	0	0	0	414	786	786	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Respiratory abnormality, unspecified	Respiratory abnormality, unspecified
364	Caucasian	Female	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	5	MD	InternalMedicine	55	0	24	0	1	4	428	425	491	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	Congestive heart failure, unspecified	Endomyocardial fibrosis	Simple chronic bronchitis
365	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	5	MC	InternalMedicine	51	1	27	0	0	0	402	427	428	8	null	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	true	Malignant hypertensive heart disease without heart failure	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
366	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to ICF	Emergency Room	5	?	?	68	1	12	0	0	2	600	584	250.01	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	true	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)	Acute kidney failure	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
367	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	MC	?	50	0	16	0	0	0	410	996	599	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	Mechanical complication of unspecified cardiac device, implant, and graft	Urinary tract infection, site not specified
368	Asian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	8	CP	?	64	3	15	0	0	0	865	805	850	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	Injury to spleen without mention of open wound into cavity, unspecified injury	Closed fracture of cervical vertebra, unspecified level	Concussion with no loss of consciousness
369	Caucasian	Female	[70-80)	?	Emergency	null	Emergency Room	11	?	?	63	4	25	0	0	0	410	428	790	9	null	>8	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Nonspecific findings on examination of blood
370	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	5	?	?	87	0	14	0	0	0	584	276	153	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	Hyperosmolality and/or hypernatremia	Malignant neoplasm of hepatic flexure
371	Caucasian	Female	[50-60)	?	Not Available	Discharged to home	null	1	?	Family/GeneralPractice	24	0	4	1	0	0	535	250.81	571	8	>300	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 gastritis, without mention of hemorrhage	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Alcoholic fatty liver
372	Hispanic	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	?	Family/GeneralPractice	32	0	11	0	0	0	427	250	401	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	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
373	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	6	?	Surgery-General	35	1	16	0	0	0	997	560	427	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	Nervous system complication, unspecified	Intussusception	Paroxysmal supraventricular tachycardia
374	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	Pulmonology	42	0	4	0	0	0	486	305	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	Pneumonia, organism unspecified	Alcohol abuse, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
375	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	3	?	Urology	47	0	15	0	0	0	996	599	592	6	null	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	Mechanical complication of unspecified cardiac device, implant, and graft	Urinary tract infection, site not specified	Calculus of kidney
376	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	1	?	Cardiology	11	5	12	0	0	0	414	250	244	3	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	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	Postsurgical hypothyroidism
377	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	4	?	Urology	33	1	14	1	2	0	600	560	250	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	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)	Intussusception	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
378	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	SP	InternalMedicine	37	1	4	0	0	0	535	303	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	Acute gastritis, without mention of hemorrhage	Acute alcoholic intoxication in alcoholism, unspecified	Malignant essential hypertension
379	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	1	MC	?	17	0	14	0	0	0	428	486	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	Pneumonia, organism unspecified	Paroxysmal supraventricular tachycardia
380	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	31	0	13	0	0	1	998	682	496	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	Postoperative shock, unspecified	Cellulitis and abscess of face	Chronic airway obstruction, not elsewhere classified
381	?	Female	[80-90)	[50-75)	Emergency	Discharged/transferred to home with home health service	Emergency Room	12	MC	InternalMedicine	38	2	21	0	0	1	578	E934	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 and its compounds causing adverse effects in therapeutic use	Paroxysmal supraventricular tachycardia
382	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	4	BC	Cardiology	45	3	11	0	0	1	428	411	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	Postmyocardial infarction syndrome	Coronary atherosclerosis of unspecified type of vessel, native or graft
383	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	null	2	?	Cardiology	20	1	8	0	0	0	427	250	496	5	>200	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	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Chronic airway obstruction, not elsewhere classified
384	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	62	0	12	0	0	0	579	250.6	357	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	false	Celiac disease	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Acute infective polyneuritis
385	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	1	?	Cardiology	10	5	8	0	0	0	414	250	272	4	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	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	Pure hypercholesterolemia
386	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	3	MC	Family/GeneralPractice	47	1	11	0	0	0	535	250.01	530	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	Acute gastritis, without mention of hemorrhage	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Achalasia and cardiospasm
387	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	2	MD	?	29	0	11	1	0	3	790	427	V43	9	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	Nonspecific findings on examination of blood	Paroxysmal supraventricular tachycardia	Eye globe replaced by other means
388	AfricanAmerican	Male	[60-70)	?	null	Discharged to home	null	7	?	Cardiology	61	0	22	0	0	3	428	424	250.01	8	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	true	Congestive heart failure, unspecified	Mitral valve disorders	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
389	AfricanAmerican	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Clinic Referral	7	?	?	69	3	40	0	0	1	250.4	403	V45	9	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	false	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Unspecified cardiac device in situ
390	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to SNF	null	4	MC	Family/GeneralPractice	13	2	19	6	0	1	531	424	403	6	>300	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	Acute gastric ulcer with hemorrhage, without mention of obstruction	Mitral valve disorders	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
391	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Clinic Referral	6	?	?	23	1	19	0	0	0	171	496	401	6	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Malignant neoplasm of connective and other soft tissue of head, face, and neck	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
392	AfricanAmerican	Male	[60-70)	?	Not Available	Discharged to home	null	3	?	Psychiatry	23	0	3	0	0	0	295	250.01	729	3	Norm	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	Simple type schizophrenia, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Rheumatism, unspecified and fibrositis
393	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	6	MC	Cardiology	51	0	14	0	2	0	427	276	458	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	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia	Orthostatic hypotension
394	Caucasian	Female	[40-50)	?	Urgent	null	Transfer from a hospital	6	?	?	40	6	29	0	0	0	414	492	492	8	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Emphysematous bleb	Emphysematous bleb
395	Caucasian	Male	[80-90)	?	null	Discharged/transferred to home with home health service	Physician Referral	10	?	?	89	2	27	0	0	2	404	486	580	7	null	null	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	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	Acute glomerulonephritis with lesion of proliferative glomerulonephritis
396	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	4	UN	Emergency/Trauma	1	0	14	0	0	0	486	518	250.6	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	Pneumonia, organism unspecified	Pulmonary collapse	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
397	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to another short term hospital	Emergency Room	4	CP	Emergency/Trauma	50	3	12	0	0	0	427	861	924	7	null	>8	Steady	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	Paroxysmal supraventricular tachycardia	Unspecified injury of heart without mention of open wound into thorax	Contusion of thigh
398	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	7	MC	Surgery-Cardiovascular/Thoracic	58	6	57	0	0	0	414	410	401	7	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Malignant essential hypertension
399	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	4	?	Cardiology	45	0	8	3	0	0	427	424	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	Paroxysmal supraventricular tachycardia	Mitral valve disorders	Paroxysmal supraventricular tachycardia
400	AfricanAmerican	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Transfer from a Skilled Nursing Facility (SNF)	4	MC	InternalMedicine	45	0	11	0	0	0	453	276	401	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	Budd-chiari syndrome	Hyperosmolality and/or hypernatremia	Malignant essential hypertension

Subsets and Splits