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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 ⌀
9,401	Caucasian	Male	[40-50)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	MC	?	51	0	6	0	0	0	789	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	true	Abdominal pain, unspecified site	Hyperosmolality and/or hypernatremia	Congestive heart failure, unspecified
9,402	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged/transferred to ICF	Emergency Room	2	?	Pulmonology	75	0	19	0	0	0	250.11	780	401	5	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	false	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Alteration of consciousness	Malignant essential hypertension
9,403	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	2	UN	Family/GeneralPractice	53	0	10	0	0	0	486	786	786	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	Pneumonia, organism unspecified	Respiratory abnormality, unspecified	Respiratory abnormality, unspecified
9,404	Caucasian	Female	[30-40)	?	Elective	null	Physician Referral	4	?	Orthopedics	20	4	25	0	0	0	724	738	250	6	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Spinal stenosis, unspecified region	Acquired deformity of nose	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,405	AfricanAmerican	Male	[10-20)	?	Emergency	Discharged to home	Emergency Room	8	DM	?	59	0	11	0	0	0	865	507	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	Injury to spleen without mention of open wound into cavity, unspecified injury	Pneumonitis due to inhalation of food or vomitus	Malignant essential hypertension
9,406	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to another type of inpatient care institution	Physician Referral	9	?	Obsterics&Gynecology-GynecologicOnco	31	3	26	0	0	0	182	253	401	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 corpus uteri, except isthmus	Acromegaly and gigantism	Malignant essential hypertension
9,407	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	4	BC	Family/GeneralPractice	40	2	18	0	1	1	571	789	428	7	null	null	Steady	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Alcoholic fatty liver	Abdominal pain, unspecified site	Congestive heart failure, unspecified
9,408	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	70	0	9	0	0	0	428	401	V10	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	Malignant essential hypertension	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
9,409	Caucasian	Male	[50-60)	?	null	Discharged to home	null	1	?	InternalMedicine	56	1	9	2	2	0	413	428	403	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	Angina decubitus	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,410	Caucasian	Male	[40-50)	?	Not Available	Discharged/transferred to home with home health service	null	4	?	Surgery-General	17	3	16	1	0	0	552	401	568	6	Norm	null	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)	Malignant essential hypertension	Peritoneal adhesions (postoperative) (postinfection)
9,411	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	5	MC	Gastroenterology	29	1	8	0	0	0	288	558	558	8	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	Neutropenia, unspecified	Other and unspecified noninfectious gastroenteritis and colitis	Other and unspecified noninfectious gastroenteritis and colitis
9,412	Caucasian	Female	[70-80)	?	Emergency	null	Emergency Room	4	?	?	56	0	8	0	0	0	780	496	250	5	null	null	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Alteration of consciousness	Chronic airway obstruction, not elsewhere classified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,413	?	Male	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	4	HM	InternalMedicine	39	3	18	0	0	0	780	250.41	250.6	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	Alteration of consciousness	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,414	Hispanic	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	13	?	InternalMedicine	70	0	19	0	0	0	291	486	287	9	null	null	Up	No	Steady	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Alcohol withdrawal delirium	Pneumonia, organism unspecified	Allergic purpura
9,415	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to SNF	Emergency Room	10	?	InternalMedicine	45	0	21	1	0	2	466	428	250	7	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 bronchitis	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,416	?	Male	[30-40)	?	Urgent	Discharged/transferred to home with home health service	Transfer from a hospital	6	?	?	72	2	16	0	0	1	556	285	250	5	null	null	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Ulcerative (chronic) enterocolitis	Sideroblastic anemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,417	Caucasian	Female	[80-90)	?	Elective	Discharged/transferred to SNF	Physician Referral	3	?	?	16	0	9	0	0	0	491	428	737	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	Congestive heart failure, unspecified	Adolescent postural kyphosis
9,418	Caucasian	Male	[70-80)	?	Not Available	Discharged to home	Physician Referral	3	MC	?	59	0	19	0	0	0	8	276	496	9	null	>7	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Intestinal infection due to E. coli, unspecified	Hyperosmolality and/or hypernatremia	Chronic airway obstruction, not elsewhere classified
9,419	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	?	32	3	16	0	0	2	996	428	433	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	Mechanical complication of unspecified cardiac device, implant, and graft	Congestive heart failure, unspecified	Occlusion and stenosis of basilar artery without mention of cerebral infarction
9,420	Caucasian	Male	[40-50)	[100-125)	Emergency	Discharged to home	Emergency Room	8	HM	Surgery-General	54	1	10	1	0	0	430	250.51	244	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	Subarachnoid hemorrhage	Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled	Postsurgical hypothyroidism
9,421	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	5	MC	Emergency/Trauma	36	1	10	0	0	0	824	913	401	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	Fracture of medial malleolus, closed	Abrasion or friction burn of elbow, forearm, and wrist, without mention of infection	Malignant essential hypertension
9,422	Hispanic	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	7	SP	?	64	0	13	0	0	0	577	250.1	278	4	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	Acute pancreatitis	Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled	Obesity, unspecified
9,423	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	60	0	11	1	2	0	789	414	V45	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	Abdominal pain, unspecified site	Coronary atherosclerosis of unspecified type of vessel, native or graft	Unspecified cardiac device in situ
9,424	AfricanAmerican	Female	[50-60)	?	Elective	Discharged/transferred to SNF	Physician Referral	7	MD	Orthopedics	45	5	38	0	0	0	715	285	733	9	null	null	Up	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	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Osteoporosis, unspecified
9,425	AfricanAmerican	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	Nephrology	49	4	17	1	0	1	996	428	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	false	Mechanical complication of unspecified cardiac device, implant, and graft	Congestive heart failure, unspecified	Chronic kidney disease (ckd)
9,426	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged/transferred to SNF	Emergency Room	14	SP	Emergency/Trauma	20	6	13	0	0	0	443	707	682	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	Raynaud's syndrome	Pressure ulcer, unspecified site	Cellulitis and abscess of face
9,427	AfricanAmerican	Female	[60-70)	?	Urgent	Discharged to home	Physician Referral	4	MC	InternalMedicine	53	0	15	0	0	0	786	402	428	5	null	>7	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	Respiratory abnormality, unspecified	Malignant hypertensive heart disease without heart failure	Congestive heart failure, unspecified
9,428	Caucasian	Female	[80-90)	?	Emergency	Expired	Emergency Room	6	?	InternalMedicine	47	1	17	0	0	2	38	707	276	7	null	null	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Streptococcal septicemia	Pressure ulcer, unspecified site	Hyperosmolality and/or hypernatremia
9,429	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	Surgery-General	40	2	9	0	0	0	574	250.02	244	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	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Postsurgical hypothyroidism
9,430	AfricanAmerican	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	4	BC	Pulmonology	47	0	13	0	0	0	401	250	276	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	false	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia
9,431	Caucasian	Female	[20-30)	[100-125)	Emergency	Discharged/transferred to SNF	Emergency Room	4	HM	?	59	1	24	0	0	2	340	780	250	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	Multiple sclerosis	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,432	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	3	MC	InternalMedicine	41	0	11	0	0	1	577	577	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	Acute pancreatitis	Acute pancreatitis	Paroxysmal supraventricular tachycardia
9,433	Caucasian	Female	[50-60)	?	Not Available	Discharged to home	Physician Referral	2	CP	Obstetrics	25	1	20	0	0	0	218	272	493	5	null	null	Steady	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	Submucous leiomyoma of uterus	Pure hypercholesterolemia	Extrinsic asthma, unspecified
9,434	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	7	?	?	41	0	34	1	0	1	708	519	780	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	Allergic urticaria	Tracheostomy complication, unspecified	Alteration of consciousness
9,435	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	BC	?	40	0	10	1	0	0	560	250.6	337	6	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	Intussusception	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Idiopathic peripheral autonomic neuropathy, unspecified
9,436	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	1	BC	InternalMedicine	37	0	12	0	0	1	486	518	414	5	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Pneumonia, organism unspecified	Pulmonary collapse	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,437	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	Cardiology	39	3	13	0	0	0	414	401	272	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension	Pure hypercholesterolemia
9,438	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	8	?	?	84	1	19	0	0	0	555	276	562	5	null	>8	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	Regional enteritis of small intestine	Hyperosmolality and/or hypernatremia	Diverticulosis of small intestine (without mention of hemorrhage)
9,439	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to a long term care hospital.	Emergency Room	14	MC	InternalMedicine	53	5	42	0	0	0	482	518	203	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Pneumonia due to Klebsiella pneumoniae	Pulmonary collapse	Multiple myeloma, without mention of having achieved remission
9,440	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	34	0	13	0	0	1	428	276	496	7	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	Hyperosmolality and/or hypernatremia	Chronic airway obstruction, not elsewhere classified
9,441	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	12	CP	?	83	0	25	0	0	0	491	486	112	9	null	Norm	Down	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	Simple chronic bronchitis	Pneumonia, organism unspecified	Candidiasis of mouth
9,442	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	14	?	InternalMedicine	43	3	43	0	0	0	410	427	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
9,443	AfricanAmerican	Male	[50-60)	?	null	Not Mapped	Emergency Room	5	?	Endocrinology	46	0	7	0	0	0	337	250	272	6	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Idiopathic peripheral autonomic neuropathy, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
9,444	AfricanAmerican	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	Cardiology	29	6	20	0	0	0	414	250	272	5	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	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
9,445	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	1	MC	?	1	2	14	3	1	2	733	733	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	false	Osteoporosis, unspecified	Osteoporosis, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,446	Caucasian	Male	[60-70)	?	Urgent	Expired	Emergency Room	6	UN	Emergency/Trauma	62	3	18	0	0	1	250.8	403	153	9	null	Norm	No	Up	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 other specified 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	Malignant neoplasm of hepatic flexure
9,447	Caucasian	Female	[40-50)	?	Not Available	Discharged to home	Physician Referral	2	MC	?	1	0	17	1	2	2	296	309	278	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	Bipolar I disorder, single manic episode, unspecified	Adjustment disorder with depressed mood	Obesity, unspecified
9,448	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	35	1	9	0	0	3	427	427	428	9	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Paroxysmal supraventricular tachycardia	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
9,449	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	57	3	15	0	0	0	428	411	250.02	8	null	>8	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,450	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	2	SP	InternalMedicine	35	1	17	0	2	0	682	250	285	3	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Sideroblastic anemia
9,451	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	30	0	19	1	0	2	38	682	682	9	null	null	Steady	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	Streptococcal septicemia	Cellulitis and abscess of face	Cellulitis and abscess of face
9,452	AfricanAmerican	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	1	MC	InternalMedicine	27	0	8	0	1	0	786	250	402	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	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant hypertensive heart disease without heart failure
9,453	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	null	1	MC	?	19	0	11	0	1	0	414	413	427	9	Norm	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Paroxysmal supraventricular tachycardia
9,454	Caucasian	Male	[30-40)	?	Urgent	Discharged to home	Physician Referral	1	?	Surgery-General	20	3	6	0	0	0	996	585	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	true	Mechanical complication of unspecified cardiac device, implant, and graft	Chronic kidney disease (ckd)	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,455	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	10	MC	InternalMedicine	52	5	23	0	0	0	415	518	453	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 cor pulmonale	Pulmonary collapse	Budd-chiari syndrome
9,456	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	8	MC	InternalMedicine	33	1	23	0	0	0	491	428	112	9	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	Simple chronic bronchitis	Congestive heart failure, unspecified	Candidiasis of mouth
9,457	?	Female	[20-30)	?	null	Not Mapped	Physician Referral	1	?	ObstetricsandGynecology	56	0	1	0	0	0	648	250.02	?	2	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 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 II or unspecified type, uncontrolled	null
9,458	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	57	0	14	0	0	0	486	250.02	496	9	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	false	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Chronic airway obstruction, not elsewhere classified
9,459	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	37	3	14	0	0	0	53	496	414	5	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Herpes zoster with meningitis	Chronic airway obstruction, not elsewhere classified	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,460	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	7	MC	?	38	1	15	0	0	2	512	496	441	8	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	Spontaneous tension pneumothorax	Chronic airway obstruction, not elsewhere classified	Dissection of aorta, unspecified site
9,461	Hispanic	Male	[70-80)	?	Emergency	null	Emergency Room	4	?	?	53	0	9	0	0	1	584	8	585	6	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	Acute kidney failure	Intestinal infection due to E. coli, unspecified	Chronic kidney disease (ckd)
9,462	Caucasian	Female	[80-90)	?	Elective	Discharged/transferred/referred to a psychiatric hospital of a psychiatric distinct part unit of a hospital	Physician Referral	3	MC	?	10	0	12	1	0	2	403	276	599	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Hyperosmolality and/or hypernatremia	Urinary tract infection, site not specified
9,463	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	4	UN	InternalMedicine	1	0	8	0	0	0	807	810	861	5	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	Closed fracture of rib(s), unspecified	Closed fracture of clavicle, unspecified part	Unspecified injury of heart without mention of open wound into thorax
9,464	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	56	0	29	0	0	2	584	403	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	Acute kidney failure	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic airway obstruction, not elsewhere classified
9,465	Caucasian	Female	[90-100)	?	Urgent	Discharged/transferred to SNF	Physician Referral	3	MC	InternalMedicine	38	0	13	0	0	1	808	515	996	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 acetabulum	Postinflammatory pulmonary fibrosis	Mechanical complication of unspecified cardiac device, implant, and graft
9,466	Caucasian	Female	[30-40)	?	Urgent	Discharged to home	Transfer from a hospital	11	MC	Nephrology	43	5	16	0	0	0	996	38	403	5	null	>8	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	Mechanical complication of unspecified cardiac device, implant, and graft	Streptococcal septicemia	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,467	Other	Female	[70-80)	?	Urgent	Discharged/transferred to SNF	Emergency Room	7	MD	Emergency/Trauma	42	2	11	1	1	0	9	276	284	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	Infectious colitis, enteritis, and gastroenteritis	Hyperosmolality and/or hypernatremia	Aplastic anemia and other bone marrow failure syndromes
9,468	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	13	MC	?	25	0	17	1	0	2	V57	V49	V43	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	Care involving breathing exercises	Deficiencies of limbs	Eye globe replaced by other means
9,469	Caucasian	Male	[50-60)	?	null	Not Mapped	Emergency Room	7	?	Cardiology	40	4	23	0	0	0	786	427	272	5	null	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	Respiratory abnormality, unspecified	Paroxysmal supraventricular tachycardia	Pure hypercholesterolemia
9,470	Caucasian	Male	[0-10)	?	Emergency	Discharged to home	Emergency Room	1	?	Pediatrics-Endocrinology	48	0	5	0	0	0	250.01	?	?	1	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], not stated as uncontrolled	null	null
9,471	Caucasian	Female	[40-50)	?	Not Available	Discharged to home	Physician Referral	3	HM	?	9	3	12	1	0	0	278	401	272	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	Obesity, unspecified	Malignant essential hypertension	Pure hypercholesterolemia
9,472	Caucasian	Female	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	MC	?	44	0	14	0	0	0	486	427	276	9	null	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	Pneumonia, organism unspecified	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia
9,473	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	10	?	Hematology/Oncology	81	1	16	0	0	0	584	250.82	428	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Acute kidney failure	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Congestive heart failure, unspecified
9,474	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Physician Referral	10	?	Surgery-General	2	1	8	0	0	0	154	427	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	Malignant neoplasm of rectosigmoid junction	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,475	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	8	CP	?	68	0	17	0	0	1	250.6	599	591	9	null	>8	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Urinary tract infection, site not specified	Hydronephrosis
9,476	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	3	MC	InternalMedicine	54	0	6	0	0	0	724	250	276	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	false	Spinal stenosis, unspecified region	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia
9,477	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	2	?	?	42	3	8	0	0	0	518	787	250	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Pulmonary collapse	Nausea and vomiting	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,478	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	5	MC	Surgery-General	30	1	18	0	0	0	553	250	V10	3	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
9,479	AfricanAmerican	Female	[40-50)	?	null	Discharged to home	Physician Referral	2	?	Surgery-Neuro	16	2	25	0	0	0	722	250	?	2	null	null	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	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, not stated as uncontrolled	null
9,480	Caucasian	Male	[50-60)	[75-100)	Elective	Discharged to home	Physician Referral	1	?	Surgery-General	3	1	12	1	0	0	822	E888	138	7	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	Closed fracture of patella	Fall resulting in striking against sharp object	Late effects of acute poliomyelitis
9,481	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	?	55	3	19	0	0	2	682	428	403	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Cellulitis and abscess of face	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,482	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	51	2	11	0	0	1	802	428	593	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	Closed fracture of nasal bones	Congestive heart failure, unspecified	Nephroptosis
9,483	Caucasian	Female	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	3	BC	?	28	1	26	0	0	0	824	276	E888	7	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Fracture of medial malleolus, closed	Hyperosmolality and/or hypernatremia	Fall resulting in striking against sharp object
9,484	Asian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	3	?	Orthopedics-Reconstructive	18	2	13	0	0	0	715	285	530	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	Sideroblastic anemia	Achalasia and cardiospasm
9,485	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Clinic Referral	9	?	?	53	0	27	0	0	0	428	424	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	Congestive heart failure, unspecified	Mitral valve disorders	Paroxysmal supraventricular tachycardia
9,486	AfricanAmerican	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	1	HM	Orthopedics-Reconstructive	26	3	30	0	0	0	736	397	250	5	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	Unspecified deformity of forearm, excluding fingers	Diseases of tricuspid valve	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,487	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Physician Referral	4	MC	?	61	0	14	0	0	0	428	250	401	7	null	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	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,488	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	MC	?	78	1	22	0	0	3	238	284	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	Neoplasm of uncertain behavior of bone and articular cartilage	Aplastic anemia and other bone marrow failure syndromes	Acute kidney failure
9,489	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	2	MC	?	58	0	11	0	0	0	294	415	312	7	null	>8	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Amnestic disorder in conditions classified elsewhere	Acute cor pulmonale	Undersocialized conduct disorder, aggressive type, unspecified
9,490	Caucasian	Female	[80-90)	[50-75)	Elective	Discharged to home	Physician Referral	1	MC	Surgery-General	30	1	8	4	1	0	433	493	272	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Extrinsic asthma, unspecified	Pure hypercholesterolemia
9,491	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	1	MD	Surgery-General	9	0	15	0	9	0	965	292	599	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	true	Poisoning by opium (alkaloids), unspecified	Drug withdrawal	Urinary tract infection, site not specified
9,492	Asian	Male	[50-60)	?	Emergency	null	Emergency Room	2	?	?	32	0	6	0	0	0	786	250	?	2	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
9,493	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	4	?	Psychiatry	62	0	8	0	0	1	968	305	493	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	Poisoning by central nervous system muscle-tone depressants	Alcohol abuse, unspecified	Extrinsic asthma, unspecified
9,494	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	4	?	Urology	48	1	18	0	0	0	996	780	250.02	7	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	Mechanical complication of unspecified cardiac device, implant, and graft	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,495	Caucasian	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	2	?	InternalMedicine	71	0	9	0	0	1	250.41	70	250.51	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	true	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled	Viral hepatitis A with hepatic coma	Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled
9,496	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	9	MC	?	18	0	5	0	0	0	204	202	284	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	Acute lymphoid leukemia, without mention of having achieved remission	Nodular lymphoma, unspecified site, extranodal and solid organ sites	Aplastic anemia and other bone marrow failure syndromes
9,497	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	2	?	?	41	1	12	0	1	6	572	571	789	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	Abscess of liver	Alcoholic fatty liver	Abdominal pain, unspecified site
9,498	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	?	?	47	0	7	0	0	0	786	272	250	3	null	>8	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	Pure hypercholesterolemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,499	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	6	MD	?	53	0	16	0	0	0	402	707	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	Malignant hypertensive heart disease without heart failure	Pressure ulcer, unspecified site	Congestive heart failure, unspecified
9,500	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Physician Referral	1	?	?	38	0	13	0	0	0	435	584	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	Basilar artery syndrome	Acute kidney failure	Hyperosmolality and/or hypernatremia