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
4,501
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
1
?
?
58
0
8
0
0
1
428
424
401
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
Congestive heart failure, unspecified
Mitral valve disorders
Malignant essential hypertension
4,502
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to another short term hospital
Emergency Room
3
MC
?
75
0
15
2
0
0
428
581
276
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
Congestive heart failure, unspecified
Nephrotic syndrome with lesion of proliferative glomerulonephritis
Hyperosmolality and/or hypernatremia
4,503
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
null
4
?
Family/GeneralPractice
16
0
20
0
0
1
486
491
250.02
6
>300
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Pneumonia, organism unspecified
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
4,504
Caucasian
Female
[50-60)
?
Urgent
Discharged/transferred to SNF
Emergency Room
4
?
?
58
2
13
0
0
0
250.8
599
694
9
null
>7
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Urinary tract infection, site not specified
Dermatitis herpetiformis
4,505
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Transfer from a hospital
3
?
?
26
6
11
0
0
0
410
204
414
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Acute lymphoid leukemia, without mention of having achieved remission
Coronary atherosclerosis of unspecified type of vessel, native or graft
4,506
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
3
MC
?
63
1
23
3
0
1
487
584
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
Influenza with pneumonia
Acute kidney failure
Hyperosmolality and/or hypernatremia
4,507
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
Cardiology
64
3
18
0
0
0
427
428
414
7
null
>7
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
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
4,508
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
2
?
Gastroenterology
9
0
13
1
0
1
298
402
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
true
Depressive type psychosis
Malignant hypertensive heart disease without heart failure
Congestive heart failure, unspecified
4,509
AfricanAmerican
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
7
?
Family/GeneralPractice
56
3
23
0
0
0
285
486
289
7
null
null
Up
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
Sideroblastic anemia
Pneumonia, organism unspecified
Polycythemia, secondary
4,510
AfricanAmerican
Male
[50-60)
?
Elective
Discharged/transferred to another type of inpatient care institution
Physician Referral
7
?
?
63
1
24
0
0
1
714
425
427
9
null
Norm
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Rheumatoid arthritis
Endomyocardial fibrosis
Paroxysmal supraventricular tachycardia
4,511
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
5
MC
?
72
0
17
0
0
0
410
428
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
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Congestive heart failure, unspecified
Urinary tract infection, site not specified
4,512
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
8
MC
InternalMedicine
59
0
15
0
0
0
486
428
780
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
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Alteration of consciousness
4,513
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
4
?
?
45
4
46
0
0
1
414
411
427
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Paroxysmal supraventricular tachycardia
4,514
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
null
2
?
Psychiatry
23
0
4
0
0
0
296
304
250.01
5
Norm
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
Bipolar I disorder, single manic episode, unspecified
Opioid type dependence, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
4,515
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
57
0
9
2
1
1
436
599
427
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Acute, but ill-defined, cerebrovascular disease
Urinary tract infection, site not specified
Paroxysmal supraventricular tachycardia
4,516
AfricanAmerican
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
11
CP
InternalMedicine
41
1
15
0
0
1
584
996
599
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 kidney failure
Mechanical complication of unspecified cardiac device, implant, and graft
Urinary tract infection, site not specified
4,517
Asian
Female
[40-50)
?
Emergency
Discharged to home
Transfer from another health care facility
4
HM
InternalMedicine
50
2
15
0
0
0
428
425
250.4
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
Congestive heart failure, unspecified
Endomyocardial fibrosis
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
4,518
Caucasian
Female
[10-20)
?
Emergency
Discharged to home
Emergency Room
1
PO
Emergency/Trauma
42
0
4
0
0
0
458
?
250
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
true
Orthostatic hypotension
null
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,519
?
Male
[40-50)
?
Urgent
Discharged to home
Transfer from a hospital
3
UN
Cardiology
63
5
13
0
0
0
410
414
412
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
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Old myocardial infarction
4,520
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
1
BC
Surgery-Neuro
36
4
25
0
0
0
722
723
787
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
Displacement of cervical intervertebral disc without myelopathy
Spinal stenosis in cervical region
Nausea and vomiting
4,521
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
8
SP
?
70
6
62
0
0
0
410
414
428
9
null
null
Steady
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
4,522
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
1
MC
?
36
6
8
1
0
0
414
411
272
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Pure hypercholesterolemia
4,523
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
5
?
Pulmonology
50
0
13
0
0
0
491
518
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
true
Simple chronic bronchitis
Pulmonary collapse
Hyperosmolality and/or hypernatremia
4,524
Caucasian
Female
[90-100)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
3
MC
Orthopedics
3
2
14
0
0
0
715
242
401
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
Osteoarthrosis, generalized, site unspecified
Toxic diffuse goiter without mention of thyrotoxic crisis or storm
Malignant essential hypertension
4,525
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
2
MC
?
31
0
10
0
0
0
250.2
496
162
9
null
>8
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Diabetes with hyperosmolarity, type II or unspecified type, not stated as uncontrolled
Chronic airway obstruction, not elsewhere classified
Malignant neoplasm of trachea
4,526
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
MD
Emergency/Trauma
30
0
14
0
0
0
466
250
401
3
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
Acute bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
4,527
AfricanAmerican
Female
[70-80)
?
null
Discharged to home
Emergency Room
3
?
InternalMedicine
54
0
10
0
0
0
486
496
250.5
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
Pneumonia, organism unspecified
Chronic airway obstruction, not elsewhere classified
Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled
4,528
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Physician Referral
7
MC
?
68
2
17
3
0
0
428
403
562
9
null
>7
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
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Diverticulosis of small intestine (without mention of hemorrhage)
4,529
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
10
?
?
51
0
12
0
0
0
428
427
403
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
4,530
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
BC
?
39
3
32
0
0
1
996
820
285
9
null
null
Steady
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Mechanical complication of unspecified cardiac device, implant, and graft
Closed fracture of intracapsular section of neck of femur, unspecified
Sideroblastic anemia
4,531
Caucasian
Female
[70-80)
[50-75)
Elective
Discharged/transferred to home with home health service
Physician Referral
4
MC
Surgery-General
4
1
20
1
0
0
715
733
250
5
null
null
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Osteoarthrosis, generalized, site unspecified
Osteoporosis, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,532
AfricanAmerican
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
7
MC
InternalMedicine
56
1
31
0
0
0
574
276
496
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Hyperosmolality and/or hypernatremia
Chronic airway obstruction, not elsewhere classified
4,533
Caucasian
Male
[50-60)
[75-100)
Emergency
Discharged/transferred to SNF
Emergency Room
3
?
?
44
0
12
4
0
0
434
433
250.02
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
Cerebral thrombosis without mention of cerebral infarction
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
4,534
Caucasian
Male
[20-30)
?
Emergency
Discharged to home
Emergency Room
2
HM
?
51
1
11
0
1
0
250.02
276
575
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 mellitus without mention of complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
Acute cholecystitis
4,535
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
1
HM
ObstetricsandGynecology
19
1
15
0
0
0
618
250
401
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
Unspecified prolapse of vaginal walls
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
4,536
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
9
?
Oncology
64
2
16
1
0
0
427
780
250
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
Paroxysmal supraventricular tachycardia
Alteration of consciousness
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,537
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
6
HM
?
65
1
17
0
0
0
571
70
567
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
Alcoholic fatty liver
Viral hepatitis A with hepatic coma
Peritonitis in infectious diseases classified elsewhere
4,538
?
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
?
Emergency/Trauma
47
0
10
0
0
0
466
250.92
276
3
null
null
Steady
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 bronchitis
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
4,539
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
7
?
?
52
0
16
1
0
1
507
276
250.02
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
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
4,540
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
2
?
Cardiology
55
0
7
0
0
0
786
599
414
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
Respiratory abnormality, unspecified
Urinary tract infection, site not specified
Coronary atherosclerosis of unspecified type of vessel, native or graft
4,541
Caucasian
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
7
?
InternalMedicine
72
0
14
0
0
0
250.02
415
276
7
null
null
Up
No
No
No
No
No
Steady
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Acute cor pulmonale
Hyperosmolality and/or hypernatremia
4,542
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to ICF
Physician Referral
6
?
Psychiatry
6
0
23
0
0
0
300
294
401
9
null
null
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Anxiety state, unspecified
Amnestic disorder in conditions classified elsewhere
Malignant essential hypertension
4,543
Hispanic
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
14
?
InternalMedicine
76
6
22
0
0
1
414
599
493
5
null
null
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Urinary tract infection, site not specified
Extrinsic asthma, unspecified
4,544
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
4
MC
Surgery-Neuro
39
3
12
0
0
0
721
427
250
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
Cervical spondylosis without myelopathy
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,545
Caucasian
Female
[90-100)
?
Urgent
Discharged/transferred to SNF
Emergency Room
3
MD
Family/GeneralPractice
58
1
20
0
0
0
820
428
250
6
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Closed fracture of intracapsular section of neck of femur, unspecified
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,546
Caucasian
Male
[10-20)
?
Emergency
Discharged to home
Emergency Room
6
SP
?
50
0
7
0
0
0
250.11
276
V58
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
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Encounter for radiotherapy
4,547
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
2
CP
Radiologist
32
6
7
0
0
0
410
414
402
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant hypertensive heart disease without heart failure
4,548
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
6
MC
Nephrology
33
2
22
0
1
3
996
250.4
403
9
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
Mechanical complication of unspecified cardiac device, implant, and graft
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
4,549
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
?
46
0
17
0
0
1
998
682
41
7
null
null
No
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
Postoperative shock, unspecified
Cellulitis and abscess of face
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
4,550
Caucasian
Male
[20-30)
?
Elective
Discharged to home
Physician Referral
2
UN
?
64
0
7
0
0
0
250
276
272
4
null
>8
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Pure hypercholesterolemia
4,551
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to ICF
Emergency Room
5
?
InternalMedicine
64
0
19
0
0
2
491
428
412
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
Simple chronic bronchitis
Congestive heart failure, unspecified
Old myocardial infarction
4,552
AfricanAmerican
Male
[70-80)
?
null
Discharged to home
Emergency Room
2
?
InternalMedicine
49
0
13
0
0
0
428
414
411
6
Norm
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
4,553
Caucasian
Male
[70-80)
?
Elective
null
Physician Referral
5
?
?
45
3
41
0
0
0
414
401
272
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
Pure hypercholesterolemia
4,554
Caucasian
Female
[70-80)
?
Emergency
null
HMO Referral
3
?
?
45
3
10
0
0
1
786
414
410
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
false
Respiratory abnormality, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Acute myocardial infarction of anterolateral wall, episode of care unspecified
4,555
?
Male
[60-70)
?
Urgent
Discharged/transferred to ICF
Transfer from another health care facility
2
MC
?
52
0
8
0
0
0
250.8
780
294
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
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Alteration of consciousness
Amnestic disorder in conditions classified elsewhere
4,556
AfricanAmerican
Female
[90-100)
?
Emergency
Discharged to home
Transfer from another health care facility
8
UN
InternalMedicine
54
2
19
0
0
0
532
41
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
Acute duodenal ulcer with hemorrhage, without mention of obstruction
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
Malignant essential hypertension
4,557
AfricanAmerican
Male
[50-60)
?
null
Discharged to home
null
3
?
InternalMedicine
63
0
18
0
0
1
346
250
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
false
Migraine with aura, without mention of intractable migraine without mention of status migrainosus
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
4,558
Caucasian
Male
[50-60)
?
Urgent
Discharged/transferred to home with home health service
Emergency Room
4
HM
Pulmonology
76
0
7
0
0
2
38
995
599
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
Streptococcal septicemia
Other anaphylactic reaction
Urinary tract infection, site not specified
4,559
Caucasian
Male
[80-90)
?
null
Discharged/transferred to another rehab fac including rehab units of a hospital.
null
11
?
Family/GeneralPractice
60
0
18
0
0
0
53
428
332
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
Herpes zoster with meningitis
Congestive heart failure, unspecified
Paralysis agitans
4,560
Caucasian
Female
[70-80)
?
null
Discharged to home
Emergency Room
7
?
InternalMedicine
67
0
10
0
0
0
376
250
288
3
>200
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute inflammation of orbit, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Neutropenia, unspecified
4,561
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
?
?
68
0
13
0
0
3
577
250.02
272
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Acute pancreatitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Pure hypercholesterolemia
4,562
Asian
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
1
?
InternalMedicine
46
0
7
0
0
0
599
530
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
Urinary tract infection, site not specified
Achalasia and cardiospasm
Hematemesis
4,563
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
35
1
6
0
0
0
250.22
276
401
5
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
Diabetes with hyperosmolarity, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
Malignant essential hypertension
4,564
AfricanAmerican
Female
[90-100)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
MC
?
53
0
7
0
0
0
434
250
294
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
Amnestic disorder in conditions classified elsewhere
4,565
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
3
MC
?
31
3
16
0
0
0
722
250
530
4
null
null
Steady
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Achalasia and cardiospasm
4,566
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
MC
InternalMedicine
45
1
6
0
1
0
38
996
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
Streptococcal septicemia
Mechanical complication of unspecified cardiac device, implant, and graft
Acute kidney failure
4,567
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
MC
?
52
6
17
0
0
0
414
305
443
9
null
Norm
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Alcohol abuse, unspecified
Raynaud's syndrome
4,568
AfricanAmerican
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
8
?
?
4
5
14
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
4,569
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
?
2
0
13
0
0
0
995
250.02
427
6
null
null
Down
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Other anaphylactic reaction
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Paroxysmal supraventricular tachycardia
4,570
Caucasian
Male
[40-50)
[100-125)
Emergency
Discharged/transferred to another type of inpatient care institution
Transfer from another health care facility
6
MC
?
64
0
5
0
0
0
728
E942
276
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
Infective myositis
Cardiac rhythm regulators causing adverse effects in therapeutic use
Hyperosmolality and/or hypernatremia
4,571
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
6
?
Family/GeneralPractice
45
0
16
0
0
0
437
427
486
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
Cerebral atherosclerosis
Paroxysmal supraventricular tachycardia
Pneumonia, organism unspecified
4,572
Caucasian
Female
[50-60)
?
Not Available
Discharged/transferred to another type of inpatient care institution
null
2
?
?
17
0
7
0
0
0
293
276
296
5
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
Delirium due to conditions classified elsewhere
Hyperosmolality and/or hypernatremia
Bipolar I disorder, single manic episode, unspecified
4,573
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
7
HM
?
60
0
13
0
1
0
434
599
250.02
9
null
>8
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
Cerebral thrombosis without mention of cerebral infarction
Urinary tract infection, site not specified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
4,574
Caucasian
Male
[50-60)
?
null
Discharged to home
null
4
?
InternalMedicine
76
6
22
0
0
1
786
250
278
9
null
Norm
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
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Obesity, unspecified
4,575
AfricanAmerican
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
MC
Nephrology
47
1
16
0
0
0
584
486
250.6
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
Acute kidney failure
Pneumonia, organism unspecified
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
4,576
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
Emergency/Trauma
52
3
9
0
0
0
414
411
V45
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
Postmyocardial infarction syndrome
Unspecified cardiac device in situ
4,577
Caucasian
Female
[30-40)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
5
?
Family/GeneralPractice
58
3
16
0
0
0
250.6
707
730
7
null
null
Steady
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Acute osteomyelitis, site unspecified
4,578
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
MC
Cardiology
36
0
26
0
0
0
491
427
401
9
null
null
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Simple chronic bronchitis
Paroxysmal supraventricular tachycardia
Malignant essential hypertension
4,579
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
12
?
InternalMedicine
75
3
31
0
0
0
510
511
486
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
Empyema with fistula
Pleurisy without mention of effusion or current tuberculosis
Pneumonia, organism unspecified
4,580
?
Female
[30-40)
?
Emergency
Discharged to home
Transfer from another health care facility
2
UN
InternalMedicine
57
0
11
0
0
0
977
?
?
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
Poisoning by dietetics
null
null
4,581
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
7
MC
?
53
0
19
0
0
0
402
427
428
8
null
>7
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
Malignant hypertensive heart disease without heart failure
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
4,582
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
6
MC
Family/GeneralPractice
50
0
11
2
1
0
250.1
276
466
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
Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Acute bronchitis
4,583
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
6
?
Cardiology
54
3
33
0
0
0
414
518
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Pulmonary collapse
Malignant essential hypertension
4,584
AfricanAmerican
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
6
?
InternalMedicine
56
2
13
0
0
0
531
537
710
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
Acute gastric ulcer with hemorrhage, without mention of obstruction
Acquired hypertrophic pyloric stenosis
Systemic lupus erythematosus
4,585
Caucasian
Female
[10-20)
?
Emergency
Discharged to home
Emergency Room
1
?
?
38
0
6
0
0
0
250.01
?
?
1
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 mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
null
null
4,586
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to another short term hospital
Emergency Room
2
MC
Family/GeneralPractice
24
0
9
2
0
2
428
424
250
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Congestive heart failure, unspecified
Mitral valve disorders
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,587
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
MC
?
21
0
17
0
0
1
562
414
250
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
Diverticulosis of small intestine (without mention of hemorrhage)
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
4,588
Caucasian
Male
[80-90)
?
null
Discharged to home
null
3
?
Family/GeneralPractice
73
0
7
0
0
0
577
250
600
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Acute pancreatitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS)
4,589
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Physician Referral
7
MC
?
59
3
25
2
1
1
590
496
427
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
Chronic pyelonephritis without lesion of renal medullary necrosis
Chronic airway obstruction, not elsewhere classified
Paroxysmal supraventricular tachycardia
4,590
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Transfer from a hospital
1
?
?
17
5
10
0
0
0
410
414
429
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Myocarditis, unspecified
4,591
?
Female
[90-100)
?
Emergency
Discharged/transferred to ICF
Transfer from another health care facility
5
MC
Family/GeneralPractice
61
0
19
0
0
0
410
428
599
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Congestive heart failure, unspecified
Urinary tract infection, site not specified
4,592
AfricanAmerican
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
7
HM
?
57
4
23
0
1
0
552
574
518
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Pulmonary collapse
4,593
AfricanAmerican
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
4
MC
?
6
2
18
0
0
0
185
250
401
7
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Malignant neoplasm of prostate
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
4,594
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
5
?
InternalMedicine
62
1
13
0
0
0
599
402
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
Urinary tract infection, site not specified
Malignant hypertensive heart disease without heart failure
Paroxysmal supraventricular tachycardia
4,595
Caucasian
Male
[50-60)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
7
?
Surgery-Thoracic
66
6
40
0
0
1
414
411
428
8
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Congestive heart failure, unspecified
4,596
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
1
?
Pulmonology
34
0
1
0
0
0
786
401
250
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
Respiratory abnormality, unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
4,597
Caucasian
Female
[80-90)
[50-75)
Urgent
Discharged/transferred to home with home health service
Transfer from a hospital
11
UN
Cardiology
76
3
40
0
0
0
996
424
E878
9
null
null
Up
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
Mechanical complication of unspecified cardiac device, implant, and graft
Mitral valve disorders
Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
4,598
Caucasian
Male
[20-30)
?
Emergency
Discharged/transferred/referred to a psychiatric hospital of a psychiatric distinct part unit of a hospital
Emergency Room
2
?
?
17
0
8
0
0
0
250.43
305
583
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 renal manifestations, type I [juvenile type], uncontrolled
Alcohol abuse, unspecified
Nephritis and nephropathy, not specified as acute or chronic, with lesion of proliferative glomerulonephritis
4,599
Caucasian
Male
[30-40)
?
Not Available
Discharged to home
Physician Referral
2
CP
?
1
2
17
0
0
0
722
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
null
4,600
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
6
?
InternalMedicine
57
2
14
0
0
0
38
574
574
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
Streptococcal septicemia
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Calculus of gallbladder with acute cholecystitis, without mention of obstruction