Datasets:

demo-org
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diabetes

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 nullclasses 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	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	CP	Surgery-Neuro	35	4	21	0	0	0	723	723	719	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	Spinal stenosis in cervical region	Spinal stenosis in cervical region	Effusion of joint, site unspecified
2	Caucasian	Female	[20-30)	[50-75)	Urgent	Discharged to home	Physician Referral	2	UN	?	8	5	5	0	0	0	664	648	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	First-degree perineal laceration, unspecified as to episode of care or not applicable	Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable	Sideroblastic anemia
3	Caucasian	Male	[80-90)	?	Not Available	Discharged/transferred to home with home health service	null	7	MC	Family/GeneralPractice	12	0	21	0	0	1	481	428	276	9	>200	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	Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]	Congestive heart failure, unspecified	Hyperosmolality and/or hypernatremia
4	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Transfer from another health care facility	4	UN	?	33	1	5	0	0	0	682	41	250	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	Cellulitis and abscess of face	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
5	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	Psychiatry	31	0	13	0	0	0	296	250.01	298	7	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	Bipolar I disorder, single manic episode, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Depressive type psychosis
6	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Physician Referral	4	?	Cardiology	29	0	10	0	0	0	428	427	414	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	Congestive heart failure, unspecified	Paroxysmal supraventricular tachycardia	Coronary atherosclerosis of unspecified type of vessel, native or graft
7	Caucasian	Female	[60-70)	?	Elective	Expired	Physician Referral	6	MC	InternalMedicine	46	1	20	0	0	0	434	345	584	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Cerebral thrombosis without mention of cerebral infarction	Generalized nonconvulsive epilepsy, without mention of intractable epilepsy	Acute kidney failure
8	Caucasian	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	?	49	1	17	2	1	1	558	562	455	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	false	Other and unspecified noninfectious gastroenteritis and colitis	Diverticulosis of small intestine (without mention of hemorrhage)	Internal hemorrhoids without mention of complication
9	Caucasian	Male	[50-60)	?	null	Discharged to home	null	3	?	Family/GeneralPractice	54	0	10	0	0	1	428	425	70	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	Endomyocardial fibrosis	Viral hepatitis A with hepatic coma
10	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	5	?	Surgery-Cardiovascular/Thoracic	47	2	12	0	0	0	440	998	998	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	true	Atherosclerosis of aorta	Postoperative shock, unspecified	Postoperative shock, unspecified
11	Caucasian	Male	[70-80)	?	Urgent	Discharged/transferred to a long term care hospital.	Physician Referral	14	MC	Surgery-Cardiovascular/Thoracic	45	2	44	0	0	0	997	428	511	9	null	null	Down	No	No	No	No	No	Steady	Steady	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Nervous system complication, unspecified	Congestive heart failure, unspecified	Pleurisy without mention of effusion or current tuberculosis
12	AfricanAmerican	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Transfer from another health care facility	2	MC	Family/GeneralPractice	60	0	8	0	0	1	250.8	799	401	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Other ill-defined and unknown causes of morbidity and mortality	Malignant essential hypertension
13	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	10	HM	InternalMedicine	43	4	20	0	0	0	250.7	440	707	5	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Atherosclerosis of aorta	Pressure ulcer, unspecified site
14	Hispanic	Male	[60-70)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	?	Family/GeneralPractice	43	0	17	0	0	2	428	453	426	6	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	true	Congestive heart failure, unspecified	Budd-chiari syndrome	Atrioventricular block, complete
15	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	6	MC	InternalMedicine	38	0	34	0	1	0	584	486	496	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Acute kidney failure	Pneumonia, organism unspecified	Chronic airway obstruction, not elsewhere classified
16	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	50	3	19	0	0	0	414	411	427	9	null	null	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Paroxysmal supraventricular tachycardia
17	AfricanAmerican	Male	[30-40)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	10	?	?	66	1	11	0	0	0	250.82	707	731	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 other specified manifestations, type II or unspecified type, uncontrolled	Pressure ulcer, unspecified site	Osteitis deformans without mention of bone tumor
18	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	?	InternalMedicine	59	0	20	0	0	1	415	428	425	9	null	null	Steady	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Acute cor pulmonale	Congestive heart failure, unspecified	Endomyocardial fibrosis
19	AfricanAmerican	Male	[70-80)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Emergency Room	8	?	?	50	0	6	0	0	0	432	414	V45	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	Nontraumatic extradural hemorrhage	Coronary atherosclerosis of unspecified type of vessel, native or graft	Unspecified cardiac device in situ
20	Caucasian	Male	[70-80)	?	null	Not Mapped	null	1	?	Nephrology	17	1	5	0	2	4	786	581	585	7	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	true	Respiratory abnormality, unspecified	Nephrotic syndrome with lesion of proliferative glomerulonephritis	Chronic kidney disease (ckd)
21	Caucasian	Female	[40-50)	?	Elective	Discharged to home	Emergency Room	7	SP	Emergency/Trauma	1	0	5	0	0	0	296	300	250	3	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Bipolar I disorder, single manic episode, unspecified	Anxiety state, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
22	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Transfer from a hospital	4	?	?	45	3	15	0	0	1	410	428	414	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft
23	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	6	?	Family/GeneralPractice	74	2	23	0	0	2	276	157	276	9	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	true	Hyperosmolality and/or hypernatremia	Malignant neoplasm of head of pancreas	Hyperosmolality and/or hypernatremia
24	Caucasian	Female	[80-90)	?	Urgent	Discharged to home	Physician Referral	5	MC	Gastroenterology	10	1	8	0	0	0	204	283	250.02	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	Acute lymphoid leukemia, without mention of having achieved remission	Autoimmune hemolytic anemias	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
25	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to another type of inpatient care institution	Physician Referral	3	CP	Orthopedics	19	3	19	0	0	0	715	427	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	true	Osteoarthrosis, generalized, site unspecified	Paroxysmal supraventricular tachycardia	Malignant essential hypertension
26	Caucasian	Female	[10-20)	?	Urgent	Discharged to home	Physician Referral	2	?	Cardiology-Pediatric	33	0	5	0	0	0	250.11	276	?	2	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	Hyperosmolality and/or hypernatremia	null
27	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	10	MC	InternalMedicine	39	2	29	0	0	0	250.7	440	707	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Atherosclerosis of aorta	Pressure ulcer, unspecified site
28	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	7	CM	?	61	1	15	0	0	0	584	578	599	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Acute kidney failure	Hematemesis	Urinary tract infection, site not specified
29	AfricanAmerican	Female	[70-80)	?	Urgent	Discharged to home	Transfer from a hospital	11	MC	PhysicalMedicineandRehabilitation	13	0	12	0	0	0	V57	724	724	5	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	Care involving breathing exercises	Spinal stenosis, unspecified region	Spinal stenosis, unspecified region
30	Caucasian	Female	[90-100)	?	null	Discharged/transferred to SNF	Emergency Room	3	?	InternalMedicine	68	1	6	0	0	0	584	276	401	6	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	Acute kidney failure	Hyperosmolality and/or hypernatremia	Malignant essential hypertension
31	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	6	MC	InternalMedicine	59	0	9	0	0	0	403	250	724	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	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Spinal stenosis, unspecified region
32	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	5	BC	InternalMedicine	64	0	17	0	0	0	491	276	276	5	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Simple chronic bronchitis	Hyperosmolality and/or hypernatremia	Hyperosmolality and/or hypernatremia
33	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	MC	Gynecology	18	2	17	0	0	0	618	618	218	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	Unspecified prolapse of vaginal walls	Unspecified prolapse of vaginal walls	Submucous leiomyoma of uterus
34	Caucasian	Female	[80-90)	?	Elective	Discharged to home	Transfer from a hospital	12	?	?	60	4	46	0	0	0	414	411	997	5	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	Nervous system complication, unspecified
35	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to SNF	Transfer from another health care facility	4	MC	?	57	1	13	0	0	0	790	276	41	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	Nonspecific findings on examination of blood	Hyperosmolality and/or hypernatremia	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
36	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	9	?	?	78	0	18	0	0	0	593	427	496	8	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Nephroptosis	Paroxysmal supraventricular tachycardia	Chronic airway obstruction, not elsewhere classified
37	Caucasian	Male	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	SP	?	46	0	18	0	0	0	784	780	250	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	true	Headache	Alteration of consciousness	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
38	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to another short term hospital	Emergency Room	4	MC	Pulmonology	61	0	14	2	0	1	410	428	276	9	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Congestive heart failure, unspecified	Hyperosmolality and/or hypernatremia
39	Caucasian	Female	[70-80)	?	Emergency	Expired	Emergency Room	1	MC	?	48	2	13	0	0	0	824	427	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	Fracture of medial malleolus, closed	Paroxysmal supraventricular tachycardia	Hyperosmolality and/or hypernatremia
40	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	2	MC	?	51	0	12	0	0	0	276	428	558	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	Congestive heart failure, unspecified	Other and unspecified noninfectious gastroenteritis and colitis
41	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	13	MC	?	71	0	23	0	1	2	584	250.82	428	7	null	null	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	Acute kidney failure	Diabetes with other specified manifestations, type II or unspecified type, uncontrolled	Congestive heart failure, unspecified
42	Caucasian	Male	[70-80)	?	Emergency	null	Emergency Room	5	?	?	49	3	19	0	0	0	414	411	401	7	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	Postmyocardial infarction syndrome	Malignant essential hypertension
43	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	BC	InternalMedicine	70	0	11	0	0	0	250.11	581	403	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled	Nephrotic syndrome with lesion of proliferative glomerulonephritis	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
44	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Transfer from a hospital	14	HM	Nephrology	45	4	29	0	0	0	250.4	404	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	true	Diabetes with renal 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	Congestive heart failure, unspecified
45	Caucasian	Male	[70-80)	?	Elective	Discharged to home	Transfer from a hospital	5	MC	?	27	2	11	1	0	1	V57	790	V43	9	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	Care involving breathing exercises	Nonspecific findings on examination of blood	Eye globe replaced by other means
46	Caucasian	Female	[40-50)	?	null	Discharged to home	Emergency Room	4	?	Psychiatry	64	0	14	0	0	3	295	303	250.01	7	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	Simple type schizophrenia, unspecified	Acute alcoholic intoxication in alcoholism, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
47	Caucasian	Male	[60-70)	?	Elective	null	Physician Referral	5	?	?	32	6	19	0	0	0	414	424	998	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Mitral valve disorders	Postoperative shock, unspecified
48	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	?	Emergency/Trauma	58	0	11	0	0	0	786	599	250.92	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Respiratory abnormality, unspecified	Urinary tract infection, site not specified	Diabetes with unspecified complication, type II or unspecified type, uncontrolled
49	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	11	?	Family/GeneralPractice	44	0	13	0	0	0	415	415	250	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 cor pulmonale	Acute cor pulmonale	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
50	Other	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	3	?	Gynecology	39	2	7	0	0	0	218	280	998	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	Submucous leiomyoma of uterus	Iron deficiency anemia secondary to blood loss (chronic)	Postoperative shock, unspecified
51	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Transfer from a hospital	4	UN	InternalMedicine	43	6	24	0	0	0	250.7	428	682	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Congestive heart failure, unspecified	Cellulitis and abscess of face
52	Caucasian	Male	[60-70)	?	Not Available	Discharged/transferred to SNF	null	7	MC	?	12	1	23	1	0	0	820	496	293	9	>200	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	Closed fracture of intracapsular section of neck of femur, unspecified	Chronic airway obstruction, not elsewhere classified	Delirium due to conditions classified elsewhere
53	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	?	37	0	14	0	0	0	410	426	272	9	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	true	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Atrioventricular block, complete	Pure hypercholesterolemia
54	Caucasian	Male	[50-60)	?	null	Discharged to home	Emergency Room	1	?	InternalMedicine	42	0	5	0	0	0	250.6	337	?	2	>300	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Idiopathic peripheral autonomic neuropathy, unspecified	null
55	Caucasian	Male	[70-80)	[75-100)	Emergency	Discharged to home	Emergency Room	5	?	Cardiology	53	3	26	1	1	1	428	414	401	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	true	Congestive heart failure, unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant essential hypertension
56	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	MC	Emergency/Trauma	52	1	24	1	0	3	786	428	162	9	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	false	Respiratory abnormality, unspecified	Congestive heart failure, unspecified	Malignant neoplasm of trachea
57	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to SNF	Not Mapped	4	?	?	58	5	29	0	0	0	996	285	250.51	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	Sideroblastic anemia	Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled
58	AfricanAmerican	Female	[70-80)	?	Emergency	Discharged/transferred to another type of inpatient care institution	Transfer from another health care facility	7	MC	InternalMedicine	64	0	14	0	0	0	780	434	599	5	null	null	No	No	No	No	Up	No	No	No	No	No	Up	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Alteration of consciousness	Cerebral thrombosis without mention of cerebral infarction	Urinary tract infection, site not specified
59	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	null	3	?	?	11	0	10	0	0	0	250.02	276	427	8	>200	null	Steady	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia	Paroxysmal supraventricular tachycardia
60	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Transfer from another health care facility	1	UN	Family/GeneralPractice	51	0	7	0	0	0	786	428	599	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	Respiratory abnormality, unspecified	Congestive heart failure, unspecified	Urinary tract infection, site not specified
61	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to home with home health service	Clinic Referral	2	?	InternalMedicine	46	0	13	0	0	0	458	276	250	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	false	Orthostatic hypotension	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
62	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	5	MC	?	60	0	20	0	0	0	433	250.02	428	8	null	null	No	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Congestive heart failure, unspecified
63	Caucasian	Male	[60-70)	[100-125)	Elective	Discharged/transferred to home with home health service	Physician Referral	2	?	Surgery-General	14	1	13	0	0	0	715	733	250	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	Osteoarthrosis, generalized, site unspecified	Osteoporosis, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
64	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to home with home health service	Transfer from a hospital	7	?	PhysicalMedicineandRehabilitation	31	0	15	0	0	0	V57	852	599	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	Care involving breathing exercises	Subarachnoid hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness	Urinary tract infection, site not specified
65	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	5	?	?	46	0	4	0	0	0	453	250	593	4	null	null	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Nephroptosis
66	Caucasian	Female	[50-60)	?	null	Discharged to home	null	2	?	Family/GeneralPractice	51	1	12	0	0	0	786	786	250	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	Respiratory abnormality, unspecified	Respiratory abnormality, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
67	Caucasian	Male	[60-70)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	8	?	?	48	6	40	0	0	0	414	155	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Malignant neoplasm of liver, primary	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
68	AfricanAmerican	Male	[80-90)	?	Emergency	Discharged to home	Transfer from another health care facility	2	MC	InternalMedicine	66	5	10	0	0	0	434	496	331	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	Cerebral thrombosis without mention of cerebral infarction	Chronic airway obstruction, not elsewhere classified	Alzheimer's disease
69	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	7	?	?	49	0	25	0	0	2	414	411	428	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	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Congestive heart failure, unspecified
70	Caucasian	Female	[80-90)	?	Emergency	Discharged to home	Emergency Room	7	?	InternalMedicine	64	2	16	0	0	0	435	276	344	9	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Basilar artery syndrome	Hyperosmolality and/or hypernatremia	Quadriplegia, unspecified
71	Caucasian	Female	[30-40)	?	Urgent	Discharged to home	Physician Referral	2	?	Psychiatry	1	0	10	0	0	0	296	300	250	4	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	Bipolar I disorder, single manic episode, unspecified	Anxiety state, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
72	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	SP	InternalMedicine	38	0	25	0	0	1	518	486	428	8	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	Pulmonary collapse	Pneumonia, organism unspecified	Congestive heart failure, unspecified
73	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	1	?	?	17	6	17	0	0	1	996	413	428	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Mechanical complication of unspecified cardiac device, implant, and graft	Angina decubitus	Congestive heart failure, unspecified
74	Caucasian	Male	[50-60)	?	Elective	Discharged to home	Physician Referral	2	SP	Cardiology	41	6	22	0	0	0	414	411	250.01	7	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
75	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Emergency Room	1	MC	Emergency/Trauma	33	0	1	0	0	0	250.8	401	276	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 II or unspecified type, not stated as uncontrolled	Malignant essential hypertension	Hyperosmolality and/or hypernatremia
76	AfricanAmerican	Female	[40-50)	?	Emergency	null	Emergency Room	5	?	Pediatrics	49	1	16	0	0	0	996	453	998	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	Mechanical complication of unspecified cardiac device, implant, and graft	Budd-chiari syndrome	Postoperative shock, unspecified
77	Caucasian	Female	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	BC	?	61	0	9	0	0	0	486	250.02	276	6	null	null	No	No	No	No	No	No	Up	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Pneumonia, organism unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Hyperosmolality and/or hypernatremia
78	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	2	?	InternalMedicine	54	1	17	0	0	0	540	560	250	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	Acute appendicitis with generalized peritonitis	Intussusception	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
79	Hispanic	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	48	0	10	0	0	0	786	733	401	6	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	Respiratory abnormality, unspecified	Osteoporosis, unspecified	Malignant essential hypertension
80	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	4	MC	?	57	0	18	0	0	0	487	250.02	427	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	Influenza with pneumonia	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Paroxysmal supraventricular tachycardia
81	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	4	CP	Orthopedics	1	2	18	0	0	0	996	285	41	7	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	Mechanical complication of unspecified cardiac device, implant, and graft	Sideroblastic anemia	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
82	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	32	0	24	0	0	1	845	584	585	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	Sprain of ankle, unspecified site	Acute kidney failure	Chronic kidney disease (ckd)
83	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	?	?	47	1	9	0	0	0	486	428	492	5	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Pneumonia, organism unspecified	Congestive heart failure, unspecified	Emphysematous bleb
84	Caucasian	Female	[80-90)	?	Urgent	Discharged/transferred to SNF	Emergency Room	3	SP	Emergency/Trauma	26	0	11	0	0	0	821	427	428	8	null	null	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Closed fracture of unspecified part of femur	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
85	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	?	Surgery-Neuro	31	2	9	0	0	0	722	250	?	2	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Displacement of cervical intervertebral disc without myelopathy	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
86	Caucasian	Female	[70-80)	[100-125)	Emergency	Discharged/transferred to SNF	Transfer from a Skilled Nursing Facility (SNF)	7	?	?	75	2	22	1	0	0	996	790	41	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	Mechanical complication of unspecified cardiac device, implant, and graft	Nonspecific findings on examination of blood	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
87	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	5	MC	Nephrology	29	2	21	0	3	1	996	403	585	7	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Mechanical complication of unspecified cardiac device, implant, and graft	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Chronic kidney disease (ckd)
88	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	?	Orthopedics-Reconstructive	40	1	15	0	0	0	823	250	?	2	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 upper end of tibia alone	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
89	AfricanAmerican	Female	[60-70)	?	Urgent	Expired	Physician Referral	5	?	Nephrology	51	3	17	0	0	2	996	38	995	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	Mechanical complication of unspecified cardiac device, implant, and graft	Streptococcal septicemia	Other anaphylactic reaction
90	Caucasian	Female	[50-60)	?	Elective	null	Physician Referral	2	?	Orthopedics	14	1	22	0	0	0	843	255	250	4	null	null	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Iliofemoral (ligament) sprain	Cushing's syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
91	Caucasian	Male	[50-60)	?	Not Available	Discharged/transferred to another short term hospital	null	6	MC	?	19	6	25	2	1	1	428	518	491	9	>200	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	Pulmonary collapse	Simple chronic bronchitis
92	Asian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Emergency Room	6	?	InternalMedicine	47	0	10	0	2	2	38	276	599	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	Streptococcal septicemia	Hyperosmolality and/or hypernatremia	Urinary tract infection, site not specified
93	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Physician Referral	7	?	Surgery-Neuro	38	1	26	0	0	0	722	413	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	Displacement of cervical intervertebral disc without myelopathy	Angina decubitus	Malignant essential hypertension
94	Asian	Male	[60-70)	?	Emergency	null	Emergency Room	3	?	?	43	4	6	0	0	0	428	496	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	false	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified	Unspecified cardiac device in situ
95	Caucasian	Female	[60-70)	?	Not Available	Discharged/transferred to SNF	Physician Referral	4	MC	?	34	1	17	0	1	0	812	295	E888	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	false	Closed fracture of unspecified part of upper end of humerus	Simple type schizophrenia, unspecified	Fall resulting in striking against sharp object
96	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Physician Referral	8	UN	Surgery-General	31	2	11	0	0	0	153	496	V12	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	Malignant neoplasm of hepatic flexure	Chronic airway obstruction, not elsewhere classified	Personal history of unspecified infectious and parasitic disease
97	Caucasian	Female	[50-60)	?	Emergency	Discharged/transferred to home with home health service	Physician Referral	3	HM	?	58	0	17	2	0	1	276	785	584	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	Hyperosmolality and/or hypernatremia	Tachycardia, unspecified	Acute kidney failure
98	Caucasian	Male	[60-70)	?	Emergency	Expired	Emergency Room	1	?	?	79	2	19	0	0	2	453	584	286	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	Budd-chiari syndrome	Acute kidney failure	Congenital factor VIII disorder
99	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	1	?	?	17	6	14	0	0	1	414	411	410	9	null	null	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Acute myocardial infarction of anterolateral wall, episode of care unspecified
100	AfricanAmerican	Male	[70-80)	?	Emergency	null	Emergency Room	5	?	?	41	0	17	0	0	1	564	250.03	414	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	Constipation, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled	Coronary atherosclerosis of unspecified type of vessel, native or graft

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