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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 ⌀
9,101	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	8	?	?	51	5	14	0	0	0	403	428	250.4	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	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Congestive heart failure, unspecified	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
9,102	Caucasian	Female	[70-80)	?	null	Discharged to home	Emergency Room	1	?	?	49	0	12	4	0	0	786	401	244	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	Respiratory abnormality, unspecified	Malignant essential hypertension	Postsurgical hypothyroidism
9,103	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Physician Referral	3	?	InternalMedicine	50	0	11	0	0	0	486	427	427	8	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	false	Pneumonia, organism unspecified	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia
9,104	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	null	6	?	Cardiology	26	1	13	0	0	1	415	410	453	8	>200	null	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acute cor pulmonale	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Budd-chiari syndrome
9,105	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	6	?	InternalMedicine	9	1	8	0	0	0	250.8	785	425	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	Tachycardia, unspecified	Endomyocardial fibrosis
9,106	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Clinic Referral	2	MC	Family/GeneralPractice	1	2	9	0	0	0	278	401	250	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	true	Obesity, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,107	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	63	0	10	0	0	0	276	728	250.92	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	Infective myositis	Diabetes with unspecified complication, type II or unspecified type, uncontrolled
9,108	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	1	?	Family/GeneralPractice	28	0	10	0	0	0	786	427	493	7	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	Respiratory abnormality, unspecified	Paroxysmal supraventricular tachycardia	Extrinsic asthma, unspecified
9,109	Caucasian	Female	[80-90)	?	Emergency	Expired	Emergency Room	1	?	Family/GeneralPractice	50	0	3	0	0	0	441	250	401	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	Dissection of aorta, unspecified site	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,110	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	6	?	Surgery-Cardiovascular	32	3	15	0	0	0	V57	599	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	Care involving breathing exercises	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia
9,111	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	3	BC	Surgery-Neuro	36	2	28	0	0	0	722	998	250	5	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	Displacement of cervical intervertebral disc without myelopathy	Postoperative shock, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,112	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Emergency Room	8	?	Psychiatry	3	0	3	0	0	0	294	784	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	Amnestic disorder in conditions classified elsewhere	Headache	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,113	Caucasian	Female	[80-90)	?	Emergency	Expired	Emergency Room	2	MC	InternalMedicine	61	0	8	0	0	0	410	486	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Pneumonia, organism unspecified	Hyperosmolality and/or hypernatremia
9,114	Caucasian	Female	[70-80)	?	Emergency	null	Emergency Room	3	?	?	41	3	11	1	0	1	414	411	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Congestive heart failure, unspecified
9,115	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	4	?	Orthopedics-Reconstructive	14	1	20	0	0	0	715	250	?	2	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	Osteoarthrosis, generalized, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
9,116	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	10	BC	Family/GeneralPractice	44	1	22	0	0	0	486	428	274	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	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Gouty arthropathy, unspecified
9,117	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	11	1	8	0	0	0	578	427	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	Hematemesis	Paroxysmal supraventricular tachycardia	Acute kidney failure
9,118	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	4	HM	?	32	4	7	0	0	0	280	496	250.02	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	true	Iron deficiency anemia secondary to blood loss (chronic)	Chronic airway obstruction, not elsewhere classified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,119	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	50	0	8	0	0	0	786	250	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	true	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,120	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	MC	InternalMedicine	63	1	11	0	0	0	572	135	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	false	Abscess of liver	Sarcoidosis	Congestive heart failure, unspecified
9,121	Caucasian	Female	[60-70)	[50-75)	Elective	Discharged to home	Physician Referral	5	MC	Surgery-General	29	1	21	2	0	1	715	414	272	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Pure hypercholesterolemia
9,122	Caucasian	Female	[20-30)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	HM	?	92	6	33	1	1	2	584	599	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	true	Acute kidney failure	Urinary tract infection, site not specified	Unspecified cardiac device in situ
9,123	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged/transferred within this institution to Medicare approved swing bed	Physician Referral	2	?	Emergency/Trauma	43	0	16	1	0	3	599	780	250	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	true	Urinary tract infection, site not specified	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,124	Caucasian	Male	[60-70)	[75-100)	null	Discharged to home	null	5	?	Surgery-General	60	1	24	0	0	0	574	424	424	7	null	null	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	true	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Mitral valve disorders	Mitral valve disorders
9,125	Caucasian	Male	[70-80)	?	Not Available	Discharged to home	null	6	MC	?	17	1	30	1	0	0	724	486	997	9	Norm	null	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	Spinal stenosis, unspecified region	Pneumonia, organism unspecified	Nervous system complication, unspecified
9,126	AfricanAmerican	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	3	?	Family/GeneralPractice	30	1	13	0	0	1	682	250.02	70	5	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	true	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Viral hepatitis A with hepatic coma
9,127	Hispanic	Male	[60-70)	?	Emergency	Discharged to home	Transfer from a hospital	6	?	Surgery-Neuro	10	0	13	0	0	0	431	401	250	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	false	Intracerebral hemorrhage	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,128	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	7	MC	InternalMedicine	44	0	27	0	0	2	402	427	411	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	Malignant hypertensive heart disease without heart failure	Paroxysmal supraventricular tachycardia	Postmyocardial infarction syndrome
9,129	Caucasian	Female	[50-60)	?	null	Discharged to home	null	1	?	Surgery-General	45	2	16	0	0	1	227	710	714	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	Benign neoplasm of adrenal gland	Systemic lupus erythematosus	Rheumatoid arthritis
9,130	?	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	Nephrology	37	6	6	0	0	0	440	585	405	7	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	Atherosclerosis of aorta	Chronic kidney disease (ckd)	Malignant secondary hypertension
9,131	?	Male	[40-50)	?	Emergency	Discharged to home	Transfer from another health care facility	3	UN	InternalMedicine	60	0	9	0	0	0	577	250.02	577	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	true	Acute pancreatitis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Acute pancreatitis
9,132	Caucasian	Male	[90-100)	?	null	Discharged to home	null	8	?	Family/GeneralPractice	48	0	14	0	0	0	787	998	8	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	Nausea and vomiting	Postoperative shock, unspecified	Intestinal infection due to E. coli, unspecified
9,133	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	?	10	0	3	0	0	0	428	599	413	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	Urinary tract infection, site not specified	Angina decubitus
9,134	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	BC	?	70	0	9	0	0	0	577	250.8	401	5	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	true	Acute pancreatitis	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,135	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	68	5	27	0	0	0	410	710	493	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Systemic lupus erythematosus	Extrinsic asthma, unspecified
9,136	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	6	?	?	17	2	13	0	0	0	440	425	250	7	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	Atherosclerosis of aorta	Endomyocardial fibrosis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,137	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Clinic Referral	10	?	?	82	5	47	1	0	0	410	403	585	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 myocardial infarction of anterolateral wall, episode of care unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
9,138	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	7	MC	Nephrology	44	2	11	0	0	0	276	567	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	false	Hyperosmolality and/or hypernatremia	Peritonitis in infectious diseases classified elsewhere	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,139	Other	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	72	6	34	0	0	0	414	286	427	9	null	null	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Congenital factor VIII disorder	Paroxysmal supraventricular tachycardia
9,140	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	5	?	Family/GeneralPractice	37	0	10	0	0	1	808	250	401	5	null	null	Steady	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Closed fracture of acetabulum	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,141	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	?	65	0	18	0	0	0	428	424	276	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	true	Congestive heart failure, unspecified	Mitral valve disorders	Hyperosmolality and/or hypernatremia
9,142	Caucasian	Male	[50-60)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	6	?	?	56	6	47	0	0	0	414	250.6	250.53	8	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled
9,143	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	HM	?	46	0	15	1	0	0	410	427	428	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
9,144	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	3	?	Surgery-General	60	1	16	0	0	0	440	250.02	305	9	null	>8	No	No	No	No	No	No	Up	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Atherosclerosis of aorta	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Alcohol abuse, unspecified
9,145	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	40	0	3	0	0	0	435	250	305	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	Basilar artery syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alcohol abuse, unspecified
9,146	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	6	BC	InternalMedicine	33	1	5	0	0	0	250.8	731	730	5	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Osteitis deformans without mention of bone tumor	Acute osteomyelitis, site unspecified
9,147	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	37	1	13	0	0	0	434	427	401	6	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	false	Cerebral thrombosis without mention of cerebral infarction	Paroxysmal supraventricular tachycardia	Malignant essential hypertension
9,148	Caucasian	Male	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	?	38	0	13	0	0	0	276	585	458	8	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	false	Hyperosmolality and/or hypernatremia	Chronic kidney disease (ckd)	Orthostatic hypotension
9,149	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	8	?	?	56	4	32	0	0	0	414	411	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,150	?	Female	[70-80)	?	Urgent	Discharged/transferred to ICF	Transfer from another health care facility	1	MC	InternalMedicine	20	0	13	0	0	0	V55	438	438	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	Attention to tracheostomy	Late effects of cerebrovascular disease, cognitive deficits	Late effects of cerebrovascular disease, cognitive deficits
9,151	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	11	MC	Psychiatry	67	1	12	0	0	0	303	291	296	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	true	Acute alcoholic intoxication in alcoholism, unspecified	Alcohol withdrawal delirium	Bipolar I disorder, single manic episode, unspecified
9,152	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	3	?	?	20	6	19	0	0	1	410	426	414	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Atrioventricular block, complete	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,153	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	37	0	10	0	0	0	682	250.02	280	4	null	null	Up	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Iron deficiency anemia secondary to blood loss (chronic)
9,154	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	6	?	Hematology/Oncology	24	1	17	0	0	0	453	202	E933	6	>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	true	Budd-chiari syndrome	Nodular lymphoma, unspecified site, extranodal and solid organ sites	Antiallergic and antiemetic drugs causing adverse effects in therapeutic use
9,155	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Physician Referral	3	?	?	55	0	10	0	0	1	428	425	250	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	Congestive heart failure, unspecified	Endomyocardial fibrosis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,156	Caucasian	Female	[70-80)	?	null	Discharged/transferred to home with home health service	null	11	?	?	45	2	21	2	2	6	730	707	682	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	true	Acute osteomyelitis, site unspecified	Pressure ulcer, unspecified site	Cellulitis and abscess of face
9,157	AfricanAmerican	Female	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	3	CM	?	45	6	21	0	0	2	568	998	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	Peritoneal adhesions (postoperative) (postinfection)	Postoperative shock, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,158	AfricanAmerican	Female	[70-80)	?	Emergency	null	Emergency Room	5	?	Orthopedics	31	1	27	0	0	0	820	250.01	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	true	Closed fracture of intracapsular section of neck of femur, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Malignant essential hypertension
9,159	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	3	?	?	51	2	14	1	0	0	558	250	311	3	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	Other and unspecified noninfectious gastroenteritis and colitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Depressive disorder, not elsewhere classified
9,160	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	SP	?	42	6	27	0	0	0	414	411	414	7	null	>7	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,161	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	?	Family/GeneralPractice	66	0	15	0	0	0	250.11	710	276	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 ketoacidosis, type I [juvenile type], not stated as uncontrolled	Systemic lupus erythematosus	Hyperosmolality and/or hypernatremia
9,162	Caucasian	Female	[40-50)	?	Elective	Discharged/transferred to ICF	Physician Referral	1	HM	?	34	2	25	0	0	0	618	295	625	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	true	Unspecified prolapse of vaginal walls	Simple type schizophrenia, unspecified	Dyspareunia
9,163	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to SNF	null	2	?	?	16	0	8	0	0	0	507	250	319	6	Norm	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	Pneumonitis due to inhalation of food or vomitus	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Unspecified intellectual disabilities
9,164	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	DM	?	65	1	18	0	2	0	789	601	250.01	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	Abdominal pain, unspecified site	Acute prostatitis	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,165	Caucasian	Female	[80-90)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	2	?	Family/GeneralPractice	40	0	13	0	0	0	250.6	428	425	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Congestive heart failure, unspecified	Endomyocardial fibrosis
9,166	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	HM	?	65	6	12	0	3	2	414	411	250	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,167	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	2	MC	?	29	1	35	1	0	0	607	250	278	6	null	null	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	Leukoplakia of penis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Obesity, unspecified
9,168	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	1	BC	?	33	0	14	0	0	0	191	424	250	8	null	>7	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 cerebrum, except lobes and ventricles	Mitral valve disorders	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,169	Other	Female	[60-70)	?	Emergency	Discharged to home	Physician Referral	1	?	Family/GeneralPractice	26	1	4	0	0	0	786	287	250	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	true	Respiratory abnormality, unspecified	Allergic purpura	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,170	Caucasian	Male	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	?	InternalMedicine	37	0	16	0	2	0	682	250.02	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	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia
9,171	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	7	?	Family/GeneralPractice	42	4	16	0	0	0	574	571	574	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	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Alcoholic fatty liver	Calculus of gallbladder with acute cholecystitis, without mention of obstruction
9,172	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	2	SP	Surgery-General	26	1	8	0	0	0	558	789	278	7	null	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Other and unspecified noninfectious gastroenteritis and colitis	Abdominal pain, unspecified site	Obesity, unspecified
9,173	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	7	?	?	20	1	22	0	0	0	427	785	276	8	Norm	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Paroxysmal supraventricular tachycardia	Tachycardia, unspecified	Hyperosmolality and/or hypernatremia
9,174	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	1	UN	Family/GeneralPractice	42	0	9	0	0	0	427	203	250	4	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	Paroxysmal supraventricular tachycardia	Multiple myeloma, without mention of having achieved remission	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,175	Caucasian	Male	[70-80)	[100-125)	Elective	Discharged to home	Physician Referral	3	?	Surgery-General	38	1	29	0	0	0	715	V42	786	9	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	Osteoarthrosis, generalized, site unspecified	Kidney replaced by transplant	Respiratory abnormality, unspecified
9,176	Asian	Female	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	7	?	?	23	1	19	0	0	0	197	153	401	6	Norm	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	false	Secondary malignant neoplasm of lung	Malignant neoplasm of hepatic flexure	Malignant essential hypertension
9,177	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	4	SP	Emergency/Trauma	68	2	19	0	0	0	577	574	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	Acute pancreatitis	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Malignant essential hypertension
9,178	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	Cardiology	46	3	6	0	0	0	414	411	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	Postmyocardial infarction syndrome	Unspecified cardiac device in situ
9,179	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	BC	?	42	1	13	0	0	0	351	781	250	6	null	null	Steady	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	Bell's palsy	Abnormal involuntary movements	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,180	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	55	0	9	0	0	0	250.8	276	428	7	null	null	No	No	No	No	Steady	No	No	No	No	Steady	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, not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Congestive heart failure, unspecified
9,181	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Physician Referral	13	?	Family/GeneralPractice	30	0	20	0	0	0	38	682	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	Streptococcal septicemia	Cellulitis and abscess of face	Hemorrhage, unspecified
9,182	AfricanAmerican	Female	[60-70)	?	Elective	Discharged/transferred to home with home health service	Clinic Referral	7	?	Surgery-General	36	2	20	1	0	1	440	997	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	true	Atherosclerosis of aorta	Nervous system complication, unspecified	Urinary tract infection, site not specified
9,183	AfricanAmerican	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	1	BC	Cardiology	32	3	11	0	0	0	786	250	272	4	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
9,184	Caucasian	Male	[40-50)	?	null	Left AMA	Emergency Room	2	?	InternalMedicine	69	1	12	0	0	3	558	250.83	707	5	>300	>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	Other and unspecified noninfectious gastroenteritis and colitis	Diabetes with other specified manifestations, type I [juvenile type], uncontrolled	Pressure ulcer, unspecified site
9,185	Caucasian	Female	[30-40)	?	Elective	Discharged to home	Physician Referral	3	MD	ObstetricsandGynecology	30	4	17	1	1	0	661	648	250.01	7	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	Primary uterine inertia, unspecified as to episode of care or not applicable	Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,186	Caucasian	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	1	?	Surgery-General	46	1	6	0	0	0	540	414	250	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	Acute appendicitis with generalized peritonitis	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
9,187	AfricanAmerican	Female	[70-80)	?	Emergency	null	Transfer from a Skilled Nursing Facility (SNF)	4	?	?	61	1	15	0	0	0	250.21	276	996	9	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	false	Diabetes with hyperosmolarity, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Mechanical complication of unspecified cardiac device, implant, and graft
9,188	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	8	?	Surgery-General	55	5	22	0	0	1	278	518	414	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	Obesity, unspecified	Pulmonary collapse	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,189	?	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	5	WC	?	55	0	5	0	0	0	808	865	250	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	Closed fracture of acetabulum	Injury to spleen without mention of open wound into cavity, unspecified injury	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,190	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Emergency Room	7	MC	InternalMedicine	62	1	25	0	0	3	434	403	438	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	Cerebral thrombosis without mention of cerebral infarction	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Late effects of cerebrovascular disease, cognitive deficits
9,191	Caucasian	Male	[70-80)	?	Not Available	Discharged/transferred to home with home health service	null	3	MC	Ophthalmology	13	3	22	1	2	0	511	515	416	9	>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	true	Pleurisy without mention of effusion or current tuberculosis	Postinflammatory pulmonary fibrosis	Primary pulmonary hypertension
9,192	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Clinic Referral	2	?	?	9	6	24	0	0	0	618	401	278	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	Unspecified prolapse of vaginal walls	Malignant essential hypertension	Obesity, unspecified
9,193	Caucasian	Female	[80-90)	[50-75)	Urgent	Discharged/transferred to home with home health service	Transfer from another health care facility	9	?	?	63	0	17	0	0	0	401	493	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	true	Malignant essential hypertension	Extrinsic asthma, unspecified	Urinary tract infection, site not specified
9,194	AfricanAmerican	Female	[40-50)	?	Urgent	Discharged to home	Emergency Room	5	UN	Surgery-General	64	0	10	0	0	0	250.1	535	530	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	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Acute gastritis, without mention of hemorrhage	Achalasia and cardiospasm
9,195	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	5	?	Emergency/Trauma	31	2	19	0	0	0	569	997	413	9	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	Anal and rectal polyp	Nervous system complication, unspecified	Angina decubitus
9,196	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Transfer from another health care facility	5	MC	Family/GeneralPractice	73	0	10	0	0	0	427	276	599	5	null	>8	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia	Urinary tract infection, site not specified
9,197	Caucasian	Female	[30-40)	?	Emergency	null	Emergency Room	1	?	?	36	0	6	0	0	1	786	250.01	412	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Old myocardial infarction
9,198	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	7	SP	?	65	2	10	1	0	0	38	590	595	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	Chronic pyelonephritis without lesion of renal medullary necrosis	Acute cystitis
9,199	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	7	?	Family/GeneralPractice	52	1	19	0	0	0	427	434	427	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	true	Paroxysmal supraventricular tachycardia	Cerebral thrombosis without mention of cerebral infarction	Paroxysmal supraventricular tachycardia
9,200	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	1	?	Cardiology	23	3	6	0	0	0	414	413	250.01	3	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	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

Subsets and Splits