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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 ⌀
101	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to SNF	Emergency Room	9	MC	?	52	0	20	0	0	3	507	8	788	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	Pneumonitis due to inhalation of food or vomitus	Intestinal infection due to E. coli, unspecified	Renal colic
102	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	7	CM	?	48	0	9	0	0	0	599	788	599	9	null	null	Steady	No	No	No	No	No	No	Up	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Urinary tract infection, site not specified	Renal colic	Urinary tract infection, site not specified
103	Hispanic	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	?	Family/GeneralPractice	35	0	14	0	0	2	786	493	295	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	Respiratory abnormality, unspecified	Extrinsic asthma, unspecified	Simple type schizophrenia, unspecified
104	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	MC	?	34	0	14	0	0	1	427	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	true	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft	Unspecified cardiac device in situ
105	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	11	?	?	66	3	14	0	0	0	410	428	403	9	null	Norm	No	No	No	No	No	No	Up	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
106	Other	Male	[50-60)	?	null	Discharged/transferred to another short term hospital	Emergency Room	7	?	?	60	3	19	0	0	0	414	413	496	6	Norm	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Chronic airway obstruction, not elsewhere classified
107	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	7	?	?	2	1	12	0	0	0	250.6	70	571	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Viral hepatitis A with hepatic coma	Alcoholic fatty liver
108	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Transfer from a hospital	8	?	PhysicalMedicineandRehabilitation	40	0	9	0	0	1	V57	410	V12	4	null	null	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Care involving breathing exercises	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Personal history of unspecified infectious and parasitic disease
109	AfricanAmerican	Male	[40-50)	?	Emergency	Left AMA	Emergency Room	2	?	?	42	0	16	0	0	1	802	401	250	3	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Closed fracture of nasal bones	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
110	Caucasian	Male	[60-70)	?	null	Discharged to home	Clinic Referral	3	?	InternalMedicine	12	2	14	0	0	1	V57	428	427	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	Care involving breathing exercises	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
111	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	SP	?	48	0	17	1	0	0	562	428	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	true	Diverticulosis of small intestine (without mention of hemorrhage)	Congestive heart failure, unspecified	Malignant essential hypertension
112	Caucasian	Female	[40-50)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	7	?	Pediatrics	48	0	8	0	0	0	415	453	250	5	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 cor pulmonale	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
113	Caucasian	Female	[80-90)	[50-75)	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	5	UN	?	70	0	17	0	1	0	707	41	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	false	Pressure ulcer, unspecified site	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Cellulitis and abscess of face
114	Caucasian	Male	[40-50)	?	Elective	null	Physician Referral	4	?	?	39	5	25	0	0	0	996	785	585	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	Mechanical complication of unspecified cardiac device, implant, and graft	Tachycardia, unspecified	Chronic kidney disease (ckd)
115	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	7	?	Family/GeneralPractice	42	0	15	0	0	0	493	250	?	2	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	Extrinsic asthma, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
116	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	?	61	1	14	0	0	1	823	250	401	4	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	true	Closed fracture of upper end of tibia alone	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
117	Asian	Female	[70-80)	?	Emergency	Discharged to home	Physician Referral	3	?	InternalMedicine	41	0	9	0	0	0	780	250	276	7	null	>7	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hyperosmolality and/or hypernatremia
118	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	48	2	8	0	0	1	578	244	272	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	Hematemesis	Postsurgical hypothyroidism	Pure hypercholesterolemia
119	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to SNF	null	3	?	?	23	1	10	0	0	0	727	250	715	4	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	Synovitis and tenosynovitis, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Osteoarthrosis, generalized, site unspecified
120	Caucasian	Female	[60-70)	[75-100)	Emergency	Discharged to home	Emergency Room	5	UN	Cardiology	68	1	8	4	0	0	780	424	402	8	null	null	Up	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Mitral valve disorders	Malignant hypertensive heart disease without heart failure
121	Caucasian	Male	[10-20)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	?	Surgery-Pediatric	35	2	5	0	0	0	682	250.01	V15	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	Cellulitis and abscess of face	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Personal history of allergy, other than to medicinal agents, presenting hazards to health
122	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	4	?	InternalMedicine	50	1	19	0	0	1	781	427	280	9	null	>8	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	Abnormal involuntary movements	Paroxysmal supraventricular tachycardia	Iron deficiency anemia secondary to blood loss (chronic)
123	Caucasian	Female	[80-90)	?	Elective	Discharged to home	Physician Referral	3	MC	Surgery-Neuro	37	2	14	0	0	0	225	585	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	false	Benign neoplasm of brain	Chronic kidney disease (ckd)	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
124	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	4	MC	?	45	2	15	0	0	0	820	493	578	8	null	null	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Closed fracture of intracapsular section of neck of femur, unspecified	Extrinsic asthma, unspecified	Hematemesis
125	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Clinic Referral	7	?	?	60	0	17	0	0	0	250.11	V58	414	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	true	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Encounter for radiotherapy	Coronary atherosclerosis of unspecified type of vessel, native or graft
126	Caucasian	Male	[60-70)	?	Emergency	Discharged/transferred to a long term care hospital.	Emergency Room	8	BC	Nephrology	37	1	21	1	0	2	996	38	403	6	null	null	No	No	No	No	Steady	No	No	No	No	Up	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	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
127	Caucasian	Male	[60-70)	[50-75)	Urgent	Discharged/transferred to home with home health service	Physician Referral	6	CP	Surgery-General	49	1	14	1	0	2	250.8	707	682	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	Pressure ulcer, unspecified site	Cellulitis and abscess of face
128	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to another short term hospital	Physician Referral	1	MC	?	50	0	12	1	0	0	410	584	424	7	null	>7	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	Acute kidney failure	Mitral valve disorders
129	Caucasian	Male	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	7	MC	Emergency/Trauma	64	0	21	1	0	1	519	428	599	9	null	Norm	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	Tracheostomy complication, unspecified	Congestive heart failure, unspecified	Urinary tract infection, site not specified
130	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	CP	?	39	0	20	0	0	0	434	682	428	9	null	>8	Steady	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Cerebral thrombosis without mention of cerebral infarction	Cellulitis and abscess of face	Congestive heart failure, unspecified
131	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Transfer from a hospital	7	?	PhysicalMedicineandRehabilitation	42	0	8	0	0	0	V57	788	250.6	5	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Care involving breathing exercises	Renal colic	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
132	Caucasian	Male	[40-50)	?	Elective	Discharged to home	Physician Referral	2	BC	Surgery-Cardiovascular/Thoracic	26	1	11	0	0	0	997	511	E878	6	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	Nervous system complication, unspecified	Pleurisy without mention of effusion or current tuberculosis	Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
133	?	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	4	MC	InternalMedicine	38	0	1	0	0	0	577	493	235	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 pancreatitis	Extrinsic asthma, unspecified	Neoplasm of uncertain behavior of major salivary glands
134	Caucasian	Male	[60-70)	?	null	Discharged to home	null	1	?	Cardiology	56	5	16	0	0	0	410	428	414	7	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	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
135	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Physician Referral	1	HM	?	36	0	9	0	0	0	786	250	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	false	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
136	?	Female	[70-80)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Physician Referral	11	MC	InternalMedicine	42	1	31	0	0	3	250.02	996	285	5	null	>7	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	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Mechanical complication of unspecified cardiac device, implant, and graft	Sideroblastic anemia
137	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	?	65	0	16	0	1	0	536	276	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	Achlorhydria	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
138	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	HM	?	59	2	25	2	1	0	821	285	E888	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	Closed fracture of unspecified part of femur	Sideroblastic anemia	Fall resulting in striking against sharp object
139	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	?	InternalMedicine	35	3	16	0	0	0	410	496	250.01	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Chronic airway obstruction, not elsewhere classified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
140	?	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	?	?	34	3	16	0	0	0	537	578	280	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	Acquired hypertrophic pyloric stenosis	Hematemesis	Iron deficiency anemia secondary to blood loss (chronic)
141	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	3	MC	InternalMedicine	48	0	15	0	0	0	403	V45	414	5	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Unspecified cardiac device in situ	Coronary atherosclerosis of unspecified type of vessel, native or graft
142	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	8	BC	?	71	3	18	0	0	0	410	496	591	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	Chronic airway obstruction, not elsewhere classified	Hydronephrosis
143	Caucasian	Male	[70-80)	?	null	Not Mapped	null	1	?	Cardiology	18	0	10	1	0	0	428	496	424	9	>200	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	Chronic airway obstruction, not elsewhere classified	Mitral valve disorders
144	Hispanic	Female	[60-70)	?	Urgent	Discharged/transferred to SNF	Emergency Room	8	MD	Emergency/Trauma	1	2	9	0	0	0	53	205	250	6	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	Herpes zoster with meningitis	Acute myeloid leukemia, without mention of having achieved remission	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
145	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Emergency Room	2	SP	Emergency/Trauma	29	0	10	0	0	0	403	794	250	8	null	>7	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	false	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Abnormal function study of brain and central nervous system, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
146	Caucasian	Female	[80-90)	?	null	Discharged to home	null	1	?	Cardiology	31	6	15	0	0	0	414	411	496	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Chronic airway obstruction, not elsewhere classified
147	Caucasian	Male	[40-50)	?	Urgent	Discharged to home	Emergency Room	10	CP	Emergency/Trauma	58	2	20	0	0	0	571	70	789	9	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	Alcoholic fatty liver	Viral hepatitis A with hepatic coma	Abdominal pain, unspecified site
148	Caucasian	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	5	?	Emergency/Trauma	53	0	13	0	0	1	453	250.53	250.43	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	Budd-chiari syndrome	Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled	Diabetes with renal manifestations, type I [juvenile type], uncontrolled
149	?	Female	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	1	?	?	29	3	13	0	0	0	414	411	250	7	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	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
150	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	?	Orthopedics-Reconstructive	32	1	28	0	0	0	824	E849	401	4	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	Fracture of medial malleolus, closed	Home accidents	Malignant essential hypertension
151	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	?	?	57	0	17	0	0	0	250.81	255	496	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	false	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Cushing's syndrome	Chronic airway obstruction, not elsewhere classified
152	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	4	?	Orthopedics	28	2	25	0	0	0	996	427	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	false	Mechanical complication of unspecified cardiac device, implant, and graft	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft
153	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	?	InternalMedicine	61	0	7	0	0	2	345	560	250	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Generalized nonconvulsive epilepsy, without mention of intractable epilepsy	Intussusception	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
154	AfricanAmerican	Female	[60-70)	?	Emergency	Hospice / medical facility	Emergency Room	2	?	?	34	0	5	0	0	2	584	276	162	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 trachea
155	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	13	MC	InternalMedicine	60	0	7	0	0	0	487	427	428	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	Influenza with pneumonia	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
156	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	?	?	2	0	11	0	0	0	434	518	784	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	Cerebral thrombosis without mention of cerebral infarction	Pulmonary collapse	Headache
157	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Emergency Room	4	SP	Emergency/Trauma	55	3	12	0	0	0	162	198	496	7	null	>7	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Malignant neoplasm of trachea	Secondary malignant neoplasm of kidney	Chronic airway obstruction, not elsewhere classified
158	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to SNF	Emergency Room	3	?	?	58	3	14	0	0	1	428	276	530	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Congestive heart failure, unspecified	Hyperosmolality and/or hypernatremia	Achalasia and cardiospasm
159	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	5	?	Orthopedics-Reconstructive	60	1	39	0	0	0	715	424	250.02	9	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	Osteoarthrosis, generalized, site unspecified	Mitral valve disorders	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
160	Caucasian	Female	[50-60)	?	Not Available	Discharged to home	null	4	?	?	19	0	20	0	0	1	486	276	250.01	5	Norm	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	Pneumonia, organism unspecified	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
161	Caucasian	Male	[70-80)	?	null	Discharged to home	Emergency Room	2	?	InternalMedicine	80	2	9	0	0	0	437	784	250	4	Norm	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Cerebral atherosclerosis	Headache	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
162	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	Pulmonology	72	3	4	0	0	0	998	287	V10	5	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	Postoperative shock, unspecified	Allergic purpura	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
163	Caucasian	Female	[20-30)	?	Elective	Discharged to home	Physician Referral	1	?	Otolaryngology	35	1	20	0	0	0	474	250.01	?	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	false	Chronic tonsillitis	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	null
164	Caucasian	Female	[90-100)	?	Urgent	Discharged/transferred to SNF	Transfer from a hospital	4	?	InternalMedicine	46	0	12	0	0	0	820	584	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	Closed fracture of intracapsular section of neck of femur, unspecified	Acute kidney failure	Paroxysmal supraventricular tachycardia
165	Caucasian	Female	[90-100)	[50-75)	Urgent	Hospice / home	Physician Referral	11	MC	InternalMedicine	64	0	11	0	0	1	428	403	584	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	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Acute kidney failure
166	AfricanAmerican	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	3	HM	Family/GeneralPractice	43	2	16	0	0	0	250.42	403	496	9	null	null	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Diabetes with renal manifestations, type II or unspecified type, uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic airway obstruction, not elsewhere classified
167	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	?	?	54	6	19	0	0	0	410	250	414	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	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Coronary atherosclerosis of unspecified type of vessel, native or graft
168	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	?	46	1	13	0	0	0	560	401	311	8	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Intussusception	Malignant essential hypertension	Depressive disorder, not elsewhere classified
169	Hispanic	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	Family/GeneralPractice	60	0	18	0	0	1	590	496	344	6	null	>8	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	Chronic pyelonephritis without lesion of renal medullary necrosis	Chronic airway obstruction, not elsewhere classified	Quadriplegia, unspecified
170	Caucasian	Male	[60-70)	?	Emergency	null	HMO Referral	3	?	?	40	0	14	0	0	0	556	41	784	5	null	null	No	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Ulcerative (chronic) enterocolitis	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Headache
171	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	84	3	14	0	0	0	428	403	535	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	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Acute gastritis, without mention of hemorrhage
172	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged to home	Transfer from a hospital	7	?	?	69	5	16	0	0	0	428	425	250.02	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Endomyocardial fibrosis	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
173	AfricanAmerican	Male	[70-80)	?	Emergency	null	Emergency Room	11	?	Family/GeneralPractice	55	2	21	0	0	0	434	250	401	4	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Cerebral thrombosis without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
174	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	54	0	15	0	0	1	428	491	401	7	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Congestive heart failure, unspecified	Simple chronic bronchitis	Malignant essential hypertension
175	Caucasian	Female	[80-90)	[75-100)	null	Discharged to home	null	4	?	?	67	1	18	0	0	0	578	599	537	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	Hematemesis	Urinary tract infection, site not specified	Acquired hypertrophic pyloric stenosis
176	Caucasian	Male	[50-60)	?	null	Discharged to home	null	7	?	?	51	3	25	0	0	0	384	473	250	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	Acute myringitis, unspecified	Chronic maxillary sinusitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
177	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	7	?	InternalMedicine	70	2	23	2	0	1	571	456	250	6	null	null	No	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Alcoholic fatty liver	Esophageal varices with bleeding	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
178	Caucasian	Male	[60-70)	?	Elective	Discharged to home	HMO Referral	1	?	?	1	1	17	0	0	1	433	401	250	3	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
179	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	10	MC	InternalMedicine	77	0	11	0	0	0	577	518	511	8	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	Acute pancreatitis	Pulmonary collapse	Pleurisy without mention of effusion or current tuberculosis
180	Caucasian	Female	[50-60)	?	Elective	Expired	Physician Referral	3	?	Cardiology	51	6	17	0	0	0	414	250.01	410	6	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Acute myocardial infarction of anterolateral wall, episode of care unspecified
181	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	?	?	59	0	13	0	0	0	996	78	599	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	Mechanical complication of unspecified cardiac device, implant, and graft	Molluscum contagiosum	Urinary tract infection, site not specified
182	Caucasian	Male	[30-40)	?	Emergency	Discharged/transferred to another short term hospital	Emergency Room	5	?	Family/GeneralPractice	43	0	15	0	0	2	428	425	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	false	Congestive heart failure, unspecified	Endomyocardial fibrosis	Hyperosmolality and/or hypernatremia
183	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	3	MC	Emergency/Trauma	66	0	13	0	0	0	790	428	427	9	null	null	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	Ch	Yes	false	Nonspecific findings on examination of blood	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia
184	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	CM	Family/GeneralPractice	40	0	15	0	0	1	414	411	V45	6	null	null	No	No	Steady	No	Steady	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	Postmyocardial infarction syndrome	Unspecified cardiac device in situ
185	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	3	UN	?	49	0	8	0	0	0	436	784	250	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	Acute, but ill-defined, cerebrovascular disease	Headache	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
186	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	12	?	InternalMedicine	57	3	14	0	0	0	507	427	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	Pneumonitis due to inhalation of food or vomitus	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia
187	Caucasian	Male	[50-60)	?	Not Available	Discharged/transferred/referred to a psychiatric hospital of a psychiatric distinct part unit of a hospital	Physician Referral	8	MC	?	71	0	30	0	0	0	486	491	70	9	null	Norm	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Simple chronic bronchitis	Viral hepatitis A with hepatic coma
188	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	54	6	29	0	0	0	414	411	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Congestive heart failure, unspecified
189	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	3	?	Orthopedics	33	1	18	1	0	0	715	285	250	4	null	null	Steady	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
190	AfricanAmerican	Male	[50-60)	?	Elective	Discharged to home	Clinic Referral	1	?	?	42	0	8	0	0	0	558	70	250	7	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Other and unspecified noninfectious gastroenteritis and colitis	Viral hepatitis A with hepatic coma	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
191	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	12	MC	InternalMedicine	59	5	26	0	0	0	276	263	560	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Hyperosmolality and/or hypernatremia	Malnutrition of moderate degree	Intussusception
192	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	39	0	14	0	0	0	427	496	250	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
193	Caucasian	Female	[40-50)	?	Elective	null	Physician Referral	5	?	Orthopedics	21	1	7	0	0	0	250.81	730	731	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	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Acute osteomyelitis, site unspecified	Osteitis deformans without mention of bone tumor
194	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Physician Referral	3	MC	?	25	0	18	1	0	0	682	110	319	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	true	Cellulitis and abscess of face	Dermatophytosis of scalp and beard	Unspecified intellectual disabilities
195	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	7	UN	Pulmonology	65	1	16	0	0	0	786	518	428	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Respiratory abnormality, unspecified	Pulmonary collapse	Congestive heart failure, unspecified
196	Other	Female	[40-50)	?	Not Available	Discharged to home	null	8	?	?	24	1	21	0	0	1	998	252	250	6	>200	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	Postoperative shock, unspecified	Hyperparathyroidism, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
197	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	?	?	37	0	8	0	0	0	486	493	287	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	true	Pneumonia, organism unspecified	Extrinsic asthma, unspecified	Allergic purpura
198	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	MC	InternalMedicine	48	0	18	1	1	0	530	786	780	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Achalasia and cardiospasm	Respiratory abnormality, unspecified	Alteration of consciousness
199	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Emergency Room	4	BC	?	59	3	7	0	0	1	453	250.02	908	4	null	>8	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Late effect of internal injury to chest
200	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Clinic Referral	5	?	?	64	2	33	0	0	0	553	496	427	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	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)	Chronic airway obstruction, not elsewhere classified	Paroxysmal supraventricular tachycardia