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diabetes

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train · 10k rows

rowID int64 1 10k	race stringclasses 6 values	gender stringclasses 2 values	age stringclasses 10 values	weight stringclasses 8 values	admission_type_id stringclasses 6 values	discharge_disposition_id stringclasses 21 values	admission_source_id stringclasses 10 values	time_in_hospital int64 1 14	payer_code stringclasses 16 values	medical_specialty stringlengths 1 36	num_lab_procedures int64 1 120	num_procedures int64 0 6	num_medications int64 1 81	number_outpatient int64 0 36	number_emergency int64 0 42	number_inpatient int64 0 10	diag_1 stringlengths 1 6	diag_2 stringlengths 1 6	diag_3 stringlengths 1 6	number_diagnoses int64 1 9	max_glu_serum stringclasses 3 values	A1Cresult stringclasses 3 values	metformin stringclasses 4 values	repaglinide stringclasses 4 values	nateglinide stringclasses 4 values	chlorpropamide stringclasses 3 values	glimepiride stringclasses 4 values	acetohexamide stringclasses 1 value	glipizide stringclasses 4 values	glyburide stringclasses 4 values	tolbutamide stringclasses 2 values	pioglitazone stringclasses 4 values	rosiglitazone stringclasses 4 values	acarbose stringclasses 3 values	miglitol stringclasses 4 values	troglitazone stringclasses 1 value	tolazamide stringclasses 2 values	examide stringclasses 1 value	citoglipton stringclasses 1 value	insulin stringclasses 4 values	glyburide.metformin stringclasses 4 values	glipizide.metformin stringclasses 2 values	glimepiride.pioglitazone stringclasses 1 value	metformin.rosiglitazone stringclasses 1 value	metformin.pioglitazone stringclasses 1 value	change stringclasses 2 values	diabetesMed stringclasses 2 values	readmitted bool 2 classes	diag_1_desc stringlengths 6 152 ⌀	diag_2_desc stringlengths 6 160 ⌀	diag_3_desc stringlengths 8 160 ⌀
9,501	Caucasian	Female	[70-80)	?	Urgent	Discharged to home	Emergency Room	3	MC	Emergency/Trauma	1	0	5	0	0	0	558	574	250	6	null	null	No	No	No	No	No	No	Down	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Other and unspecified noninfectious gastroenteritis and colitis	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,502	Caucasian	Male	[10-20)	?	Emergency	Discharged to home	Emergency Room	2	?	Pediatrics	80	1	11	0	0	0	250.13	276	305	5	null	>8	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], uncontrolled	Hyperosmolality and/or hypernatremia	Alcohol abuse, unspecified
9,503	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	9	MC	Family/GeneralPractice	44	1	38	0	0	1	428	584	403	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	Acute kidney failure	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,504	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	8	?	InternalMedicine	60	3	13	0	0	0	507	511	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	false	Pneumonitis due to inhalation of food or vomitus	Pleurisy without mention of effusion or current tuberculosis	Hyperosmolality and/or hypernatremia
9,505	Caucasian	Female	[60-70)	?	Elective	Discharged to home	Physician Referral	2	?	Surgery-Cardiovascular/Thoracic	49	1	17	0	0	0	433	250	401	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	true	Occlusion and stenosis of basilar artery without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,506	Caucasian	Male	[90-100)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	MC	?	59	1	19	0	0	1	575	427	575	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 cholecystitis	Paroxysmal supraventricular tachycardia	Acute cholecystitis
9,507	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Physician Referral	4	MC	?	55	0	13	0	0	0	728	276	428	9	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Infective myositis	Hyperosmolality and/or hypernatremia	Congestive heart failure, unspecified
9,508	Caucasian	Male	[80-90)	?	Urgent	Discharged to home	Emergency Room	5	SP	Emergency/Trauma	71	0	12	0	0	0	807	860	518	9	null	>8	No	No	No	No	No	No	Steady	No	No	No	Steady	No	No	No	No	No	No	Up	No	No	No	No	No	Ch	Yes	false	Closed fracture of rib(s), unspecified	Traumatic pneumothorax without mention of open wound into thorax	Pulmonary collapse
9,509	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	1	UN	?	46	0	19	1	0	0	250.8	682	714	5	null	null	Steady	No	No	No	Steady	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Cellulitis and abscess of face	Rheumatoid arthritis
9,510	AfricanAmerican	Female	[40-50)	?	Urgent	Discharged to home	Physician Referral	2	MD	Cardiology	50	3	4	0	0	0	786	794	401	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	Respiratory abnormality, unspecified	Abnormal function study of brain and central nervous system, unspecified	Malignant essential hypertension
9,511	Caucasian	Female	[70-80)	?	Elective	null	Transfer from a hospital	11	?	PhysicalMedicineandRehabilitation	44	0	12	0	0	0	V57	410	250	6	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	false	Care involving breathing exercises	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
9,512	AfricanAmerican	Female	[20-30)	?	Emergency	Discharged to home	Emergency Room	3	?	InternalMedicine	72	0	13	0	0	0	250.12	278	530	6	null	>8	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	Diabetes with ketoacidosis, type II or unspecified type, uncontrolled	Obesity, unspecified	Achalasia and cardiospasm
9,513	Caucasian	Male	[70-80)	?	Urgent	null	Clinic Referral	2	?	?	8	3	22	0	0	0	427	428	496	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	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
9,514	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	5	MC	?	66	0	19	0	0	0	518	491	780	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	Pulmonary collapse	Simple chronic bronchitis	Alteration of consciousness
9,515	AfricanAmerican	Male	[60-70)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Clinic Referral	6	?	?	23	2	22	0	0	2	250.7	440	403	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	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Atherosclerosis of aorta	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,516	Caucasian	Female	[60-70)	?	Not Mapped	Discharged to home	Physician Referral	3	?	Orthopedics-Reconstructive	38	1	22	0	0	0	715	401	250	5	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	Up	No	No	No	No	Ch	Yes	false	Osteoarthrosis, generalized, site unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,517	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	?	Cardiology	40	0	8	0	0	2	428	287	250.02	8	null	>8	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	true	Congestive heart failure, unspecified	Allergic purpura	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,518	Caucasian	Male	[70-80)	?	Elective	Discharged/transferred to another rehab fac including rehab units of a hospital.	Physician Referral	4	?	?	51	5	30	0	0	0	721	496	250	7	null	null	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Cervical spondylosis without myelopathy	Chronic airway obstruction, not elsewhere classified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,519	Caucasian	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	6	HM	?	55	1	21	0	0	0	540	250.01	424	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	Acute appendicitis with generalized peritonitis	Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled	Mitral valve disorders
9,520	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	11	?	?	2	0	9	0	0	0	486	250.81	287	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Pneumonia, organism unspecified	Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled	Allergic purpura
9,521	Caucasian	Female	[60-70)	?	Urgent	Discharged to home	Emergency Room	3	?	?	54	1	18	0	0	1	427	135	515	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	Paroxysmal supraventricular tachycardia	Sarcoidosis	Postinflammatory pulmonary fibrosis
9,522	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	4	?	?	53	0	12	3	3	0	780	154	284	9	null	null	Up	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Alteration of consciousness	Malignant neoplasm of rectosigmoid junction	Aplastic anemia and other bone marrow failure syndromes
9,523	Caucasian	Male	[50-60)	?	null	Not Mapped	null	3	?	Surgery-General	17	1	22	4	0	0	447	496	412	8	Norm	null	Steady	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Arteriovenous fistula, acquired	Chronic airway obstruction, not elsewhere classified	Old myocardial infarction
9,524	Caucasian	Male	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	MC	Emergency/Trauma	76	0	7	0	0	0	410	427	402	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	Paroxysmal supraventricular tachycardia	Malignant hypertensive heart disease without heart failure
9,525	Caucasian	Male	[80-90)	?	Emergency	Discharged to home	Emergency Room	10	?	?	71	0	22	0	0	0	414	411	496	7	null	Norm	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	Chronic airway obstruction, not elsewhere classified
9,526	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	?	Cardiology	43	5	10	0	0	0	410	250.02	496	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Chronic airway obstruction, not elsewhere classified
9,527	AfricanAmerican	Female	[60-70)	?	Emergency	null	Transfer from a Skilled Nursing Facility (SNF)	3	?	Family/GeneralPractice	55	0	5	0	0	0	786	203	250	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	Respiratory abnormality, unspecified	Multiple myeloma, without mention of having achieved remission	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,528	Asian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	1	?	InternalMedicine	23	0	3	0	0	0	435	250	401	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	Basilar artery syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,529	AfricanAmerican	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	4	MC	InternalMedicine	38	2	14	1	0	1	286	599	584	8	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	Congenital factor VIII disorder	Urinary tract infection, site not specified	Acute kidney failure
9,530	Caucasian	Female	[30-40)	?	Elective	Discharged to home	Physician Referral	3	CP	ObstetricsandGynecology	53	2	9	0	0	0	218	626	625	8	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Submucous leiomyoma of uterus	Absence of menstruation	Dyspareunia
9,531	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	?	Surgery-General	42	0	15	0	0	0	38	998	41	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	Streptococcal septicemia	Postoperative shock, unspecified	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,532	Caucasian	Male	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Transfer from a hospital	11	?	?	56	6	44	0	0	0	410	414	272	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	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Coronary atherosclerosis of unspecified type of vessel, native or graft	Pure hypercholesterolemia
9,533	Caucasian	Female	[70-80)	?	Elective	Expired	Physician Referral	6	MC	?	79	0	23	0	0	1	38	584	995	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	Streptococcal septicemia	Acute kidney failure	Other anaphylactic reaction
9,534	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	4	MC	?	77	1	25	0	0	0	403	782	250.02	7	null	null	No	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified	Disturbance of skin sensation	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,535	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	11	?	Psychiatry	74	4	11	0	1	0	309	303	296	9	null	>8	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	Adjustment disorder with depressed mood	Acute alcoholic intoxication in alcoholism, unspecified	Bipolar I disorder, single manic episode, unspecified
9,536	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	2	?	?	61	0	18	1	0	1	428	585	427	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	true	Congestive heart failure, unspecified	Chronic kidney disease (ckd)	Paroxysmal supraventricular tachycardia
9,537	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	5	?	?	57	1	10	0	0	0	250.6	585	496	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	Chronic kidney disease (ckd)	Chronic airway obstruction, not elsewhere classified
9,538	AfricanAmerican	Female	[50-60)	?	Emergency	Discharged to home	Emergency Room	3	?	?	43	0	14	0	7	5	968	491	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	true	Poisoning by central nervous system muscle-tone depressants	Simple chronic bronchitis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,539	Caucasian	Female	[50-60)	?	Urgent	Discharged to home	Physician Referral	6	SI	?	51	1	18	1	0	1	V58	171	285	7	null	null	Steady	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	false	Encounter for radiotherapy	Malignant neoplasm of connective and other soft tissue of head, face, and neck	Sideroblastic anemia
9,540	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	3	MC	Surgery-Plastic	26	1	20	0	0	0	278	401	250	3	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	Obesity, unspecified	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,541	Caucasian	Male	[70-80)	?	Urgent	null	Physician Referral	7	?	?	49	1	10	0	0	0	600	584	788	5	null	>7	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	false	Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)	Acute kidney failure	Renal colic
9,542	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	Family/GeneralPractice	35	0	7	0	0	0	434	250.52	250.42	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	Cerebral thrombosis without mention of cerebral infarction	Diabetes with ophthalmic manifestations, type II or unspecified type, uncontrolled	Diabetes with renal manifestations, type II or unspecified type, uncontrolled
9,543	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Transfer from another health care facility	2	MC	InternalMedicine	37	1	4	0	0	0	564	244	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	Constipation, unspecified	Postsurgical hypothyroidism	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,544	Caucasian	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	1	?	Gynecology	12	1	10	0	0	0	626	218	616	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	Absence of menstruation	Submucous leiomyoma of uterus	Cervicitis and endocervicitis
9,545	AfricanAmerican	Female	[60-70)	?	Emergency	Discharged to home	Emergency Room	3	MC	InternalMedicine	43	3	15	0	2	1	414	411	V45	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Unspecified cardiac device in situ
9,546	Caucasian	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	6	?	Pulmonology	47	3	19	0	0	0	427	428	401	7	null	null	No	No	No	No	No	No	No	No	No	No	Up	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified	Malignant essential hypertension
9,547	Caucasian	Female	[50-60)	?	Elective	Discharged to home	Physician Referral	3	?	ObstetricsandGynecology	52	1	19	0	0	0	625	244	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	Dyspareunia	Postsurgical hypothyroidism	Malignant essential hypertension
9,548	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	BC	InternalMedicine	38	1	24	0	0	0	812	E885	E849	6	null	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	false	Closed fracture of unspecified part of upper end of humerus	Fall from (nonmotorized) scooter	Home accidents
9,549	Caucasian	Male	[80-90)	?	Emergency	Discharged/transferred to SNF	Transfer from another health care facility	3	MC	Family/GeneralPractice	34	0	7	0	0	1	294	414	V45	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	Amnestic disorder in conditions classified elsewhere	Coronary atherosclerosis of unspecified type of vessel, native or graft	Unspecified cardiac device in situ
9,550	AfricanAmerican	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	3	?	InternalMedicine	36	0	8	0	0	0	553	535	571	5	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)	Acute gastritis, without mention of hemorrhage	Alcoholic fatty liver
9,551	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Emergency Room	1	SP	Emergency/Trauma	39	3	18	0	0	0	786	425	414	7	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	true	Respiratory abnormality, unspecified	Endomyocardial fibrosis	Coronary atherosclerosis of unspecified type of vessel, native or graft
9,552	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to home with home health service	Physician Referral	8	MC	?	34	0	25	0	0	1	V57	V43	V45	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Care involving breathing exercises	Eye globe replaced by other means	Unspecified cardiac device in situ
9,553	Caucasian	Female	[50-60)	[50-75)	Elective	Discharged to home	Physician Referral	3	CP	Surgery-General	2	2	21	0	0	0	V45	710	401	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	Unspecified cardiac device in situ	Systemic lupus erythematosus	Malignant essential hypertension
9,554	Caucasian	Female	[50-60)	?	null	Discharged to home	null	6	?	InternalMedicine	50	0	11	0	0	0	380	496	401	6	null	>8	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Perichondritis of pinna, unspecified	Chronic airway obstruction, not elsewhere classified	Malignant essential hypertension
9,555	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Physician Referral	7	?	Emergency/Trauma	61	1	18	0	0	0	574	428	496	9	null	null	No	No	No	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Calculus of gallbladder with acute cholecystitis, without mention of obstruction	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified
9,556	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	1	BC	Cardiology	29	6	11	0	0	0	414	401	250	5	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	Malignant essential hypertension	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,557	Caucasian	Female	[80-90)	?	null	Discharged/transferred to SNF	Emergency Room	8	?	?	56	0	17	0	0	1	491	428	250.03	5	>300	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	No	Yes	false	Simple chronic bronchitis	Congestive heart failure, unspecified	Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
9,558	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	5	?	InternalMedicine	60	0	16	0	0	0	558	250.6	599	8	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	Other and unspecified noninfectious gastroenteritis and colitis	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled	Urinary tract infection, site not specified
9,559	Caucasian	Male	[70-80)	?	Emergency	Expired	Emergency Room	8	?	InternalMedicine	88	0	11	0	0	1	431	507	250.02	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	Intracerebral hemorrhage	Pneumonitis due to inhalation of food or vomitus	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,560	Caucasian	Male	[40-50)	?	Emergency	null	Emergency Room	1	?	?	13	0	4	0	0	0	964	790	V43	8	null	null	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Yes	false	Poisoning by iron and its compounds	Nonspecific findings on examination of blood	Eye globe replaced by other means
9,561	Caucasian	Male	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	OG	Emergency/Trauma	27	1	10	0	0	0	578	413	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	Hematemesis	Angina decubitus	Congestive heart failure, unspecified
9,562	Caucasian	Female	[70-80)	?	Not Available	Discharged/transferred to home with home health service	Physician Referral	8	MC	?	36	0	19	4	0	0	682	707	250	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	Cellulitis and abscess of face	Pressure ulcer, unspecified site	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,563	?	Female	[80-90)	?	Urgent	Discharged to home	Not Available	2	MC	InternalMedicine	56	0	5	0	0	0	599	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	false	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia	Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,564	Caucasian	Female	[60-70)	?	Elective	Discharged/transferred to another short term hospital	Physician Referral	2	MC	Family/GeneralPractice	45	1	9	0	0	0	239	250	272	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	Neoplasm of unspecified nature of digestive system	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Pure hypercholesterolemia
9,565	AfricanAmerican	Female	[40-50)	?	Emergency	null	Emergency Room	5	?	?	46	1	15	0	0	0	298	780	250.6	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	Depressive type psychosis	Alteration of consciousness	Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,566	Hispanic	Male	[60-70)	?	Urgent	Discharged to home	Emergency Room	5	SP	InternalMedicine	70	1	15	0	0	0	250.4	403	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	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	Congestive heart failure, unspecified
9,567	Caucasian	Female	[40-50)	?	Emergency	Discharged to home	Emergency Room	2	?	?	45	3	22	0	0	0	410	300	272	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	false	Acute myocardial infarction of anterolateral wall, episode of care unspecified	Anxiety state, unspecified	Pure hypercholesterolemia
9,568	Caucasian	Female	[60-70)	?	Urgent	Discharged/transferred to another type of inpatient care institution	Transfer from a hospital	7	?	?	54	0	28	0	0	1	428	496	276	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	Congestive heart failure, unspecified	Chronic airway obstruction, not elsewhere classified	Hyperosmolality and/or hypernatremia
9,569	Caucasian	Female	[70-80)	?	Elective	Discharged/transferred to SNF	Physician Referral	8	CM	?	72	3	33	0	0	0	196	998	584	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	Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck	Postoperative shock, unspecified	Acute kidney failure
9,570	Caucasian	Female	[70-80)	?	Elective	null	Physician Referral	1	?	Family/GeneralPractice	24	1	5	0	0	0	401	724	250	3	null	null	Steady	No	No	No	No	No	No	Steady	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Malignant essential hypertension	Spinal stenosis, unspecified region	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,571	Caucasian	Female	[70-80)	?	Elective	Discharged to home	Physician Referral	5	MC	?	73	2	17	0	0	0	584	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	true	Acute kidney failure	Paroxysmal supraventricular tachycardia	Congestive heart failure, unspecified
9,572	Caucasian	Male	[60-70)	?	Urgent	Discharged/transferred to another type of inpatient care institution	null	3	?	Hematology/Oncology	22	0	6	1	0	2	276	197	572	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	Hyperosmolality and/or hypernatremia	Secondary malignant neoplasm of lung	Abscess of liver
9,573	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	3	?	?	9	3	13	0	0	2	414	411	284	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	Coronary atherosclerosis of unspecified type of vessel, native or graft	Postmyocardial infarction syndrome	Aplastic anemia and other bone marrow failure syndromes
9,574	AfricanAmerican	Male	[60-70)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	4	?	?	43	0	15	0	0	0	428	593	250	7	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	Congestive heart failure, unspecified	Nephroptosis	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,575	Caucasian	Female	[50-60)	?	Emergency	Discharged/transferred to another rehab fac including rehab units of a hospital.	Emergency Room	4	CP	Orthopedics-Reconstructive	60	1	21	0	0	0	820	E885	813	6	null	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Closed fracture of intracapsular section of neck of femur, unspecified	Fall from (nonmotorized) scooter	Closed fracture of upper end of forearm, unspecified
9,576	Caucasian	Male	[80-90)	[75-100)	Elective	Discharged/transferred to home with home health service	Physician Referral	9	MC	Surgery-General	38	5	23	1	0	1	153	427	396	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	Paroxysmal supraventricular tachycardia	Mitral valve stenosis and aortic valve stenosis
9,577	Caucasian	Male	[60-70)	?	Emergency	Discharged to home	Emergency Room	8	?	?	88	2	12	0	0	0	434	250	591	4	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	true	Cerebral thrombosis without mention of cerebral infarction	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Hydronephrosis
9,578	Caucasian	Male	[60-70)	?	Urgent	Discharged to home	Physician Referral	5	?	Gastroenterology	30	2	10	0	0	0	998	250	401	9	null	null	No	No	No	No	Steady	No	No	No	No	Steady	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Postoperative shock, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,579	Caucasian	Female	[50-60)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	2	?	?	17	0	6	0	1	2	998	V45	250	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	false	Postoperative shock, unspecified	Unspecified cardiac device in situ	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,580	Caucasian	Male	[60-70)	?	Emergency	Discharged/transferred to SNF	Emergency Room	7	?	?	55	2	32	0	0	1	250.7	707	276	9	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Down	No	No	No	No	No	Ch	Yes	true	Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled	Pressure ulcer, unspecified site	Hyperosmolality and/or hypernatremia
9,581	Caucasian	Female	[50-60)	[75-100)	null	Discharged/transferred to SNF	Emergency Room	2	?	?	62	2	16	0	0	0	824	E885	788	7	null	null	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Steady	No	No	No	No	No	Ch	Yes	true	Fracture of medial malleolus, closed	Fall from (nonmotorized) scooter	Renal colic
9,582	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	2	?	?	30	0	7	0	0	1	250.8	288	E849	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	Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled	Neutropenia, unspecified	Home accidents
9,583	Caucasian	Male	[60-70)	[100-125)	Elective	Discharged to home	Physician Referral	2	BC	Surgery-General	24	2	22	0	0	0	715	250	401	5	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	Osteoarthrosis, generalized, site unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,584	Caucasian	Female	[70-80)	?	Emergency	Discharged to home	Emergency Room	2	SP	Emergency/Trauma	44	0	10	0	0	0	414	413	428	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Coronary atherosclerosis of unspecified type of vessel, native or graft	Angina decubitus	Congestive heart failure, unspecified
9,585	?	Male	[50-60)	?	Elective	Discharged/transferred to another type of inpatient care institution	Physician Referral	1	?	Urology	20	1	9	0	0	1	?	496	788	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	null	Chronic airway obstruction, not elsewhere classified	Renal colic
9,586	AfricanAmerican	Female	[90-100)	?	Emergency	Discharged/transferred to ICF	Emergency Room	2	MC	InternalMedicine	39	2	8	0	0	0	562	280	290	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	Diverticulosis of small intestine (without mention of hemorrhage)	Iron deficiency anemia secondary to blood loss (chronic)	Senile dementia, uncomplicated
9,587	Other	Male	[70-80)	?	Urgent	Discharged to home	Emergency Room	3	HM	Emergency/Trauma	70	0	8	0	0	0	780	507	276	6	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	Alteration of consciousness	Pneumonitis due to inhalation of food or vomitus	Hyperosmolality and/or hypernatremia
9,588	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	?	Cardiology	39	0	12	0	0	2	428	424	780	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	Congestive heart failure, unspecified	Mitral valve disorders	Alteration of consciousness
9,589	Caucasian	Female	[70-80)	?	Emergency	Discharged/transferred to SNF	Emergency Room	4	?	?	55	0	13	0	0	0	428	496	295	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	Chronic airway obstruction, not elsewhere classified	Simple type schizophrenia, unspecified
9,590	Caucasian	Female	[40-50)	?	Elective	Discharged to home	Physician Referral	6	?	?	3	0	11	0	0	0	296	250	810	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	Bipolar I disorder, single manic episode, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Closed fracture of clavicle, unspecified part
9,591	AfricanAmerican	Male	[50-60)	?	Emergency	Discharged to home	Emergency Room	8	MD	InternalMedicine	60	0	30	0	0	0	428	577	571	9	null	>8	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	Congestive heart failure, unspecified	Acute pancreatitis	Alcoholic fatty liver
9,592	Caucasian	Male	[70-80)	?	Urgent	Discharged to home	Physician Referral	6	?	Family/GeneralPractice	54	0	5	0	0	0	453	250.02	790	6	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	Budd-chiari syndrome	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled	Nonspecific findings on examination of blood
9,593	Caucasian	Male	[60-70)	?	Elective	Discharged to home	Physician Referral	9	?	Orthopedics	31	3	29	0	0	0	721	998	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	Cervical spondylosis without myelopathy	Postoperative shock, unspecified	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,594	Caucasian	Male	[70-80)	?	Emergency	Discharged to home	Emergency Room	1	CM	?	29	0	4	0	0	0	604	250	401	3	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	Orchitis, epididymitis, and epididymo-orchitis, with abscess	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	Malignant essential hypertension
9,595	Caucasian	Female	[80-90)	[75-100)	Elective	Discharged/transferred to SNF	Physician Referral	2	?	?	53	1	12	6	0	0	715	285	428	9	null	null	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	true	Osteoarthrosis, generalized, site unspecified	Sideroblastic anemia	Congestive heart failure, unspecified
9,596	AfricanAmerican	Female	[30-40)	?	Elective	Discharged to home	Physician Referral	2	BC	Podiatry	26	3	19	0	0	0	718	715	734	9	null	>7	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	Articular cartilage disorder, site unspecified	Osteoarthrosis, generalized, site unspecified	Flat foot
9,597	Caucasian	Female	[30-40)	?	Urgent	Discharged to home	Emergency Room	2	?	Emergency/Trauma	51	0	10	0	0	0	562	250	?	2	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	Diverticulosis of small intestine (without mention of hemorrhage)	Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled	null
9,598	AfricanAmerican	Female	[50-60)	?	Urgent	Discharged/transferred to ICF	Physician Referral	14	?	Psychiatry	14	0	24	0	1	1	296	428	295	9	null	null	Steady	No	Steady	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	No	Ch	Yes	true	Bipolar I disorder, single manic episode, unspecified	Congestive heart failure, unspecified	Simple type schizophrenia, unspecified
9,599	Caucasian	Female	[70-80)	?	Urgent	Discharged/transferred to home with home health service	Physician Referral	5	?	PhysicianNotFound	11	0	22	1	0	0	404	428	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	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	Congestive heart failure, unspecified
9,600	AfricanAmerican	Female	[80-90)	?	Emergency	Discharged/transferred to home with home health service	Emergency Room	5	?	?	59	1	16	0	0	1	599	276	250.02	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	Urinary tract infection, site not specified	Hyperosmolality and/or hypernatremia	Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled