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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 ⌀
1,001	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to a long term care hospital.	Physician Referral	9	MC	Family/GeneralPractice	48	4	46	0	0	0	711	728	250.03	5	null	null	Down	No	No	No	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Pyogenic arthritis, site unspecified	Infective myositis	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
1,002	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	2	MC	Emergency/Trauma	27	1	9	0	0	0	569	276	70	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	Anal and rectal polyp	Hyperosmolality and/or hypernatremia	Viral hepatitis A with hepatic coma
1,003	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	3	MC	InternalMedicine	43	1	12	0	0	0	428	515	401	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	Congestive heart failure, unspecified	Postinflammatory pulmonary fibrosis	Malignant essential hypertension
1,004	Caucasian	Female	[50-60)	?	null	Discharged to home	Emergency Room	4	?	InternalMedicine	45	3	11	0	0	0	786	386	250	6	Norm	>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	true	Respiratory abnormality, unspecified	M_niere's disease, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,005	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	5	?	Surgery-General	39	3	10	0	0	1	V55	560	V10	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	Attention to tracheostomy	Intussusception	Personal history of malignant neoplasm of gastrointestinal tract, unspecified
1,006	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	?	Pulmonology	41	1	9	0	0	0	250.8	404	389	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified	Conductive hearing loss, unspecified
1,007	Caucasian	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	3	HM	?	21	1	6	0	2	0	475	250	272	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	Peritonsillar abscess	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
1,008	Caucasian	Female	[40-50)	?	Elective	null	Physician Referral	2	?	ObstetricsandGynecology	29	2	25	0	0	0	618	250.01	V42	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	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Kidney replaced by transplant
1,009	Asian	Male	[70-80)	?	Urgent	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	4	MC	Pulmonology	35	0	15	2	0	2	427	428	578	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	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified	Hematemesis
1,010	Caucasian	Male	[60-70)	?	null	Discharged/transferred to SNF	Clinic Referral	5	?	InternalMedicine	42	0	15	0	0	3	428	414	250	5	>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	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
1,011	AfricanAmerican	Male	[20-30)	?	Emergency	Discharged to home	Emergency Room	2	HM	?	50	0	8	0	0	0	250.11	276	593	6	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 ketoacidosis, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia	Nephroptosis
1,012	Caucasian	Male	[50-60)	?	Not Available	Discharged/transferred to another short term hospital	null	1	SP	Cardiology	11	0	9	1	0	1	414	411	250	6	>200	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	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,013	Caucasian	Female	[80-90)	?	null	Discharged/transferred to SNF	null	11	?	Family/GeneralPractice	58	0	14	0	1	0	560	562	434	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	Intussusception	Diverticulosis of small intestine (without mention of hemorrhage)	Cerebral thrombosis without mention of cerebral infarction
1,014	Caucasian	Male	[70-80)	?	Not Available	Discharged to home	Physician Referral	1	MC	?	32	1	20	1	0	0	428	V45	585	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Congestive heart failure, unspecified	Unspecified cardiac device in situ	Chronic kidney disease (ckd)
1,015	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	10	?	?	32	6	47	0	0	0	396	398	285	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	Mitral valve stenosis and aortic valve stenosis	Rheumatic myocarditis	Sideroblastic anemia
1,016	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	MC	InternalMedicine	67	0	10	1	0	0	466	41	276	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute bronchitis	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Hyperosmolality and/or hypernatremia
1,017	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Physician Referral	4	?	?	34	0	17	1	0	1	491	599	401	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	true	Simple chronic bronchitis	Urinary tract infection, site not specified	Malignant essential hypertension
1,018	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	InternalMedicine	37	0	12	0	0	2	401	250.41	295	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	Malignant essential hypertension	Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled	Simple type schizophrenia, unspecified
1,019	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	HMO Referral	4	?	?	44	4	28	0	0	0	414	413	401	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	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Malignant essential hypertension
1,020	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	6	SP	InternalMedicine	42	0	10	0	3	2	402	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	false	Malignant hypertensive heart disease without heart failure	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
1,021	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	2	?	Surgery-General	52	1	17	0	0	0	241	401	250	4	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	Nontoxic uninodular goiter	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,022	Caucasian	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	57	0	5	0	0	0	250.02	599	?	2	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 mellitus without mention of complication, type II or unspecified type, uncontrolled	Urinary tract infection, site not specified	null
1,023	Caucasian	Female	[80-90)	?	Not Available	Discharged/transferred to SNF	null	4	?	Family/GeneralPractice	26	0	14	0	0	0	428	413	414	8	Norm	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	Angina decubitus	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,024	Caucasian	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	13	?	InternalMedicine	40	6	22	0	0	0	682	424	250.03	8	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	Cellulitis and abscess of face	Mitral valve disorders	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
1,025	Caucasian	Male	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	9	?	Surgery-Vascular	50	4	30	1	0	1	250.7	707	424	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Mitral valve disorders
1,026	Caucasian	Male	[70-80)	?	Not Available	Discharged to home	Physician Referral	1	MC	?	63	0	15	0	0	0	427	250	788	7	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	true	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Renal colic
1,027	Caucasian	Male	[40-50)	?	null	Discharged/transferred to SNF	null	2	?	Family/GeneralPractice	120	6	25	0	0	0	38	785	276	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	Streptococcal septicemia	Tachycardia, unspecified	Hyperosmolality and/or hypernatremia
1,028	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	7	MC	InternalMedicine	46	2	31	0	1	0	250.6	518	558	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	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Pulmonary collapse	Other and unspecified noninfectious gastroenteritis and colitis
1,029	Caucasian	Male	[50-60)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	7	MD	InternalMedicine	51	0	15	0	1	1	434	599	305	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	Cerebral thrombosis without mention of cerebral infarction	Urinary tract infection, site not specified	Alcohol abuse, unspecified
1,030	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	2	OG	?	32	0	12	0	0	1	486	250	401	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	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,031	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Physician Referral	2	?	?	60	0	13	0	0	1	276	425	289	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	Hyperosmolality and/or hypernatremia	Endomyocardial fibrosis	Polycythemia, secondary
1,032	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	9	MC	PhysicalMedicineandRehabilitation	41	2	16	0	0	1	V57	425	250	4	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Care involving breathing exercises	Endomyocardial fibrosis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,033	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	2	?	?	31	1	16	0	0	1	V55	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	false	Attention to tracheostomy	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,034	Caucasian	Female	[40-50)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	MD	InternalMedicine	50	1	10	1	3	1	682	250.8	707	9	null	>7	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	true	Cellulitis and abscess of face	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site
1,035	AfricanAmerican	Male	[50-60)	?	null	Discharged to home	null	2	?	InternalMedicine	42	1	13	1	2	4	403	443	300	6	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Raynaud's syndrome	Anxiety state, unspecified
1,036	AfricanAmerican	Male	[70-80)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Physician Referral	6	MC	Podiatry	8	1	15	0	0	0	440	785	285	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	Atherosclerosis of aorta	Tachycardia, unspecified	Sideroblastic anemia
1,037	?	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	5	MC	Pulmonology	54	1	18	0	0	0	54	496	250	5	null	null	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Eczema herpeticum	Chronic airway obstruction, not elsewhere classified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,038	Caucasian	Female	[60-70)	?	Not Available	Discharged/transferred to home with home health service	null	2	MD	Surgery-General	16	1	14	0	0	0	174	295	305	6	Norm	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Malignant neoplasm of nipple and areola of female breast	Simple type schizophrenia, unspecified	Alcohol abuse, unspecified
1,039	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	6	UN	Emergency/Trauma	48	4	11	0	0	0	458	276	250	7	null	>7	Steady	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	Orthostatic hypotension	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,040	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	2	?	InternalMedicine	39	0	7	0	0	0	434	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	Cerebral thrombosis without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alcohol abuse, unspecified
1,041	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	3	MC	InternalMedicine	43	2	26	0	0	0	820	E888	E849	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	true	Closed fracture of intracapsular section of neck of femur, unspecified	Fall resulting in striking against sharp object	Home accidents
1,042	AfricanAmerican	Female	[30-40)	?	Urgent	Discharged to home	Physician Referral	5	?	Surgery-General	69	2	17	0	0	0	250.8	785	731	5	null	>8	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Tachycardia, unspecified	Osteitis deformans without mention of bone tumor
1,043	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	MC	?	45	0	7	0	0	0	584	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	Acute kidney failure	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
1,044	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	BC	Surgery-Neuro	35	4	19	0	0	0	723	710	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	Spinal stenosis in cervical region	Systemic lupus erythematosus	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,045	AfricanAmerican	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	InternalMedicine	67	0	8	0	0	3	786	427	428	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	Respiratory abnormality, unspecified	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
1,046	Asian	Female	[80-90)	?	Urgent	Discharged/transferred to home with home health service	Emergency Room	2	SP	Emergency/Trauma	49	1	10	0	0	1	434	496	781	7	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	Cerebral thrombosis without mention of cerebral infarction	Chronic airway obstruction, not elsewhere classified	Abnormal involuntary movements
1,047	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Emergency Room	2	SP	Surgery-General	1	1	12	0	0	0	780	250.8	401	6	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	Alteration of consciousness	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,048	Caucasian	Female	[70-80)	?	null	Not Mapped	Emergency Room	3	?	Nephrology	34	1	5	0	0	0	250.33	403	V45	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	Diabetes with other coma, type I [juvenile type], uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Unspecified cardiac device in situ
1,049	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	35	0	12	0	0	0	453	250	401	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	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,050	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to another short term hospital	Transfer from a hospital	5	?	Cardiology	3	3	11	0	0	0	427	715	V43	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	Paroxysmal supraventricular tachycardia	Osteoarthrosis, generalized, site unspecified	Eye globe replaced by other means
1,051	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	?	19	1	20	0	0	0	425	427	426	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	false	Endomyocardial fibrosis	Paroxysmal supraventricular tachycardia	Atrioventricular block, complete
1,052	?	Female	[80-90)	?	Emergency	Discharged to home	Transfer from another health care facility	2	MC	InternalMedicine	39	0	7	0	0	0	578	280	428	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	Hematemesis	Iron deficiency anemia secondary to blood loss (chronic)	Congestive heart failure, unspecified
1,053	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	?	Emergency/Trauma	42	0	8	0	0	0	786	250	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	Respiratory abnormality, 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
1,054	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Emergency Room	1	MC	InternalMedicine	48	1	8	0	0	1	812	427	250	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	Closed fracture of unspecified part of upper end of humerus	Paroxysmal supraventricular tachycardia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,055	Caucasian	Male	[70-80)	?	Urgent	Discharged/transferred to SNF	Emergency Room	11	SP	Emergency/Trauma	1	2	9	0	0	0	433	342	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	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Flaccid hemiplegia and hemiparesis affecting unspecified side	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,056	AfricanAmerican	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	3	?	?	51	0	17	0	0	1	428	287	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	Congestive heart failure, unspecified	Allergic purpura	Endomyocardial fibrosis
1,057	Caucasian	Male	[30-40)	?	Emergency	Discharged to home	Emergency Room	1	PO	?	27	0	1	0	0	0	789	558	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	Abdominal pain, unspecified site	Other and unspecified noninfectious gastroenteritis and colitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,058	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	7	MC	?	84	1	10	0	0	0	197	197	198	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	Secondary malignant neoplasm of lung	Secondary malignant neoplasm of lung	Secondary malignant neoplasm of kidney
1,059	Caucasian	Male	[80-90)	?	Emergency	null	Emergency Room	5	?	?	41	0	11	0	0	0	410	250	414	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	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
1,060	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	6	MC	Emergency/Trauma	41	0	14	0	0	0	999	567	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	Generalized vaccinia as a complication of medical care, not elsewhere classified	Peritonitis in infectious diseases classified elsewhere	Paroxysmal supraventricular tachycardia
1,061	AfricanAmerican	Male	[80-90)	?	Elective	Discharged to home	Physician Referral	5	?	Urology	31	5	14	0	0	0	585	250	401	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	Chronic kidney disease (ckd)	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
1,062	Caucasian	Male	[80-90)	?	Emergency	Hospice / home	Emergency Room	2	?	InternalMedicine	42	1	6	0	1	3	153	571	789	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 neoplasm of hepatic flexure	Alcoholic fatty liver	Abdominal pain, unspecified site
1,063	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	MC	Surgery-Vascular	38	2	15	0	0	0	250.4	403	585	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	Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
1,064	Caucasian	Female	[70-80)	?	Not Available	Discharged to home	null	2	?	InternalMedicine	20	0	8	0	0	0	435	79	250	7	>200	null	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	Basilar artery syndrome	Adenovirus infection in conditions classified elsewhere and of unspecified site	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,065	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	CP	Pulmonology	45	0	12	0	0	2	427	496	416	8	null	null	Down	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	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified	Primary pulmonary hypertension
1,066	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	2	MC	InternalMedicine	36	0	13	0	0	0	527	250.01	428	5	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	Atrophy of salivary gland	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Congestive heart failure, unspecified
1,067	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	Emergency/Trauma	43	3	9	0	0	0	578	562	780	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Hematemesis	Diverticulosis of small intestine (without mention of hemorrhage)	Alteration of consciousness
1,068	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	4	?	?	33	5	8	0	0	0	410	414	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,069	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Clinic Referral	4	?	?	33	5	12	0	0	0	414	496	428	6	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Chronic airway obstruction, not elsewhere classified	Congestive heart failure, unspecified
1,070	Caucasian	Female	[80-90)	?	Not Available	Discharged to home	null	1	MC	Cardiology	11	0	8	0	0	0	530	414	715	9	Norm	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	Achalasia and cardiospasm	Coronary atherosclerosis of unspecified type of vessel, native or graft	Osteoarthrosis, generalized, site unspecified
1,071	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	9	MC	Gastroenterology	70	4	24	0	0	1	518	427	491	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	false	Pulmonary collapse	Paroxysmal supraventricular tachycardia	Simple chronic bronchitis
1,072	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	7	MC	InternalMedicine	43	2	20	0	0	0	507	263	599	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	Malnutrition of moderate degree	Urinary tract infection, site not specified
1,073	Caucasian	Male	[20-30)	?	null	Discharged to home	null	2	?	InternalMedicine	75	6	11	0	0	0	250.11	401	787	4	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	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Malignant essential hypertension	Nausea and vomiting
1,074	Caucasian	Male	[50-60)	?	Urgent	Discharged to home	Physician Referral	3	?	Cardiology	14	5	10	0	0	0	410	414	401	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
1,075	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	12	DM	?	54	2	22	0	0	0	197	162	496	8	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	false	Secondary malignant neoplasm of lung	Malignant neoplasm of trachea	Chronic airway obstruction, not elsewhere classified
1,076	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	4	MC	Emergency/Trauma	59	2	14	0	0	1	428	403	285	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	Congestive heart failure, unspecified	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Sideroblastic anemia
1,077	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	1	BC	?	35	0	5	0	0	0	435	496	401	9	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	true	Basilar artery syndrome	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
1,078	Caucasian	Male	[60-70)	?	Emergency	Expired	Emergency Room	3	BC	InternalMedicine	54	0	33	0	0	0	486	518	428	9	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Pulmonary collapse	Congestive heart failure, unspecified
1,079	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	6	BC	Pulmonology	69	1	15	0	0	0	491	193	250	4	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Simple chronic bronchitis	Malignant neoplasm of thyroid gland	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,080	AfricanAmerican	Female	[40-50)	?	Emergency	Discharged/transferred to a long term care hospital.	Emergency Room	5	MC	Emergency/Trauma	38	2	25	0	0	0	38	250.82	276	9	null	>8	Steady	No	No	No	No	No	No	Steady	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Streptococcal septicemia	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia
1,081	Caucasian	Female	[80-90)	?	Elective	null	Physician Referral	11	?	?	70	5	35	0	0	0	440	250.51	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	Atherosclerosis of aorta	Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
1,082	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	2	?	?	70	0	14	0	0	0	786	411	414	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	Respiratory abnormality, unspecified	Postmyocardial infarction syndrome	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,083	AfricanAmerican	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	1	?	InternalMedicine	53	0	8	0	0	0	786	250	331	9	null	Norm	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Alzheimer's disease
1,084	Caucasian	Male	[50-60)	?	Not Available	Discharged/transferred/referred to a psychiatric hospital of a psychiatric distinct part unit of a hospital	Physician Referral	1	MC	?	18	0	8	0	0	0	298	250.6	357	8	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	true	Depressive type psychosis	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Acute infective polyneuritis
1,085	AfricanAmerican	Female	[30-40)	?	Emergency	Discharged to home	Emergency Room	6	?	Emergency/Trauma	56	0	13	0	0	3	789	250.01	276	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	Abdominal pain, unspecified site	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Hyperosmolality and/or hypernatremia
1,086	AfricanAmerican	Male	[50-60)	?	null	Discharged to home	null	11	?	InternalMedicine	94	6	29	0	0	1	427	491	585	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	Paroxysmal supraventricular tachycardia	Simple chronic bronchitis	Chronic kidney disease (ckd)
1,087	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	?	9	1	16	1	0	4	188	414	250	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	false	Malignant neoplasm of trigone of urinary bladder	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
1,088	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	MD	Nephrology	37	0	21	0	0	1	780	427	404	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	Alteration of consciousness	Paroxysmal supraventricular tachycardia	Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified
1,089	AfricanAmerican	Female	[50-60)	?	null	Discharged to home	null	6	?	InternalMedicine	68	6	25	0	1	0	786	428	250	9	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Respiratory abnormality, unspecified	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,090	AfricanAmerican	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	3	SP	Emergency/Trauma	41	1	8	0	0	0	401	784	496	5	null	null	Steady	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Malignant essential hypertension	Headache	Chronic airway obstruction, not elsewhere classified
1,091	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	Cardiology	49	3	11	0	0	0	414	413	272	5	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Pure hypercholesterolemia
1,092	Caucasian	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	1	MC	Cardiology	44	0	10	0	0	0	786	426	425	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	Respiratory abnormality, unspecified	Atrioventricular block, complete	Endomyocardial fibrosis
1,093	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	MC	?	32	6	6	0	0	0	410	788	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Renal colic	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
1,094	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	MC	Radiologist	40	6	17	0	0	0	414	411	401	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Malignant essential hypertension
1,095	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	3	?	Family/GeneralPractice	74	0	16	0	0	1	486	729	599	7	null	Norm	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Pneumonia, organism unspecified	Rheumatism, unspecified and fibrositis	Urinary tract infection, site not specified
1,096	Caucasian	Female	[90-100)	?	Emergency	Hospice / home	Emergency Room	5	MC	?	52	0	15	0	0	0	410	428	799	9	null	Norm	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Other ill-defined and unknown causes of morbidity and mortality
1,097	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	7	MC	Surgery-Vascular	35	5	32	0	0	0	440	707	585	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Atherosclerosis of aorta	Pressure ulcer, unspecified site	Chronic kidney disease (ckd)
1,098	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to another short term hospital	Emergency Room	2	SP	Emergency/Trauma	47	3	16	0	0	0	410	414	414	4	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	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Coronary atherosclerosis of unspecified type of vessel, native or graft
1,099	Caucasian	Female	[70-80)	[50-75)	Emergency	Discharged to home	Emergency Room	5	MC	?	64	0	24	5	0	3	162	198	428	9	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Malignant neoplasm of trachea	Secondary malignant neoplasm of kidney	Congestive heart failure, unspecified
1,100	AfricanAmerican	Male	[30-40)	?	Elective	Discharged to home	Clinic Referral	1	?	Ophthalmology	1	3	1	1	0	0	361	250.01	V12	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	Retinal detachment with retinal defect, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Personal history of unspecified infectious and parasitic disease

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