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
2,501
Caucasian
Male
[70-80)
[100-125)
Elective
Discharged/transferred to SNF
Physician Referral
1
MC
?
41
1
13
1
0
1
996
707
E878
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
Pressure ulcer, unspecified site
Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
2,502
Caucasian
Female
[70-80)
?
Emergency
null
Emergency Room
6
?
?
43
0
15
0
0
0
780
157
250.5
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
Alteration of consciousness
Malignant neoplasm of head of pancreas
Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled
2,503
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
12
?
?
70
6
43
0
0
0
410
427
414
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
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Paroxysmal supraventricular tachycardia
Coronary atherosclerosis of unspecified type of vessel, native or graft
2,504
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
2
UN
Family/GeneralPractice
20
3
20
1
0
0
278
496
202
7
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Obesity, unspecified
Chronic airway obstruction, not elsewhere classified
Nodular lymphoma, unspecified site, extranodal and solid organ sites
2,505
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
6
?
InternalMedicine
44
2
14
2
0
0
996
38
995
9
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
false
Mechanical complication of unspecified cardiac device, implant, and graft
Streptococcal septicemia
Other anaphylactic reaction
2,506
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
?
Emergency/Trauma
45
0
5
0
0
0
786
250.01
278
4
null
>8
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
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Obesity, unspecified
2,507
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
8
?
InternalMedicine
68
0
13
0
0
0
491
486
707
8
null
null
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Simple chronic bronchitis
Pneumonia, organism unspecified
Pressure ulcer, unspecified site
2,508
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
CP
?
51
5
19
0
0
0
414
411
578
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Hematemesis
2,509
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
SP
?
9
1
6
0
0
0
578
285
401
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Hematemesis
Sideroblastic anemia
Malignant essential hypertension
2,510
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
12
?
Cardiology
72
1
26
0
0
0
415
453
427
8
null
>8
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Acute cor pulmonale
Budd-chiari syndrome
Paroxysmal supraventricular tachycardia
2,511
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to SNF
null
3
MC
?
22
1
25
0
0
0
715
285
733
6
Norm
null
No
No
No
No
No
No
No
Down
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Osteoarthrosis, generalized, site unspecified
Sideroblastic anemia
Osteoporosis, unspecified
2,512
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Transfer from another health care facility
4
HM
?
73
0
21
0
0
0
427
250
V10
5
null
null
Down
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
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Personal history of malignant neoplasm of gastrointestinal tract, unspecified
2,513
AfricanAmerican
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
3
MC
InternalMedicine
43
0
15
0
2
0
435
425
428
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
true
Basilar artery syndrome
Endomyocardial fibrosis
Congestive heart failure, unspecified
2,514
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
2
?
Psychology
19
1
8
0
0
0
303
291
291
7
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
Acute alcoholic intoxication in alcoholism, unspecified
Alcohol withdrawal delirium
Alcohol withdrawal delirium
2,515
Hispanic
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
4
?
Urology
40
1
21
0
0
0
189
401
414
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
Malignant neoplasm of kidney, except pelvis
Malignant essential hypertension
Coronary atherosclerosis of unspecified type of vessel, native or graft
2,516
Hispanic
Male
[80-90)
?
Not Available
Discharged/transferred to home with home health service
null
1
MC
?
15
0
15
2
0
0
486
491
428
9
>200
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
true
Pneumonia, organism unspecified
Simple chronic bronchitis
Congestive heart failure, unspecified
2,517
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Transfer from another health care facility
12
UN
InternalMedicine
58
2
14
0
0
1
820
325
285
5
null
null
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Closed fracture of intracapsular section of neck of femur, unspecified
Phlebitis and thrombophlebitis of intracranial venous sinuses
Sideroblastic anemia
2,518
AfricanAmerican
Male
[60-70)
?
null
Not Mapped
Physician Referral
3
?
Surgery-Neuro
31
1
11
0
0
0
722
250
V43
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Eye globe replaced by other means
2,519
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to SNF
Physician Referral
4
MC
?
43
0
23
0
0
0
491
428
427
9
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
Simple chronic bronchitis
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
2,520
Caucasian
Male
[80-90)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
5
MC
Radiologist
57
5
19
0
0
0
414
411
403
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
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
2,521
Caucasian
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
3
CP
Osteopath
45
0
14
3
42
4
250.11
346
311
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Migraine with aura, without mention of intractable migraine without mention of status migrainosus
Depressive disorder, not elsewhere classified
2,522
Caucasian
Female
[90-100)
?
Not Available
Discharged/transferred to SNF
null
5
?
?
22
0
23
0
0
0
428
250.02
427
9
>200
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
true
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Paroxysmal supraventricular tachycardia
2,523
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
HM
?
41
0
15
0
1
2
433
250.02
379
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Scleritis, unspecified
2,524
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
1
MC
InternalMedicine
43
1
3
0
0
0
850
496
873
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
Concussion with no loss of consciousness
Chronic airway obstruction, not elsewhere classified
Open wound of scalp, without mention of complication
2,525
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Emergency Room
3
UN
Family/GeneralPractice
1
0
6
0
0
0
562
250
401
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Diverticulosis of small intestine (without mention of hemorrhage)
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
2,526
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Physician Referral
7
MC
?
48
0
22
1
0
0
415
304
424
9
null
Norm
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
Acute cor pulmonale
Opioid type dependence, unspecified
Mitral valve disorders
2,527
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
HM
?
38
2
22
0
0
0
821
272
E819
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
Closed fracture of unspecified part of femur
Pure hypercholesterolemia
Motor vehicle traffic accident of unspecified nature injuring driver of motor vehicle other than motorcycle
2,528
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
1
?
InternalMedicine
37
0
2
0
0
1
577
250.22
276
3
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 pancreatitis
Diabetes with hyperosmolarity, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
2,529
Caucasian
Male
[40-50)
?
Elective
Discharged to home
Physician Referral
1
SP
Cardiology
2
1
11
1
0
5
414
428
V45
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
Unspecified cardiac device in situ
2,530
AfricanAmerican
Male
[0-10)
?
Urgent
Discharged to home
Physician Referral
4
?
Cardiology-Pediatric
53
0
5
0
0
0
250.11
V58
?
2
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 I [juvenile type], not stated as uncontrolled
Encounter for radiotherapy
null
2,531
Caucasian
Male
[50-60)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
MC
InternalMedicine
43
1
15
0
0
0
162
162
197
6
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Malignant neoplasm of trachea
Malignant neoplasm of trachea
Secondary malignant neoplasm of lung
2,532
Caucasian
Female
[90-100)
?
Emergency
Expired
Emergency Room
4
?
InternalMedicine
71
0
10
0
0
1
599
428
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
Urinary tract infection, site not specified
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
2,533
AfricanAmerican
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
2
?
Cardiology
21
5
21
0
0
0
425
V42
250
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
Endomyocardial fibrosis
Kidney replaced by transplant
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,534
AfricanAmerican
Female
[80-90)
?
Elective
Discharged to home
Transfer from a Skilled Nursing Facility (SNF)
8
?
?
44
4
24
0
0
1
V55
568
250
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Attention to tracheostomy
Peritoneal adhesions (postoperative) (postinfection)
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,535
Caucasian
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
6
UN
InternalMedicine
38
0
12
0
0
0
728
41
V09
5
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
Steady
No
No
No
No
Ch
Yes
false
Infective myositis
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
Infection with microorganisms resistant to penicillins
2,536
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
Cardiology
45
2
16
0
0
0
780
396
493
8
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
false
Alteration of consciousness
Mitral valve stenosis and aortic valve stenosis
Extrinsic asthma, unspecified
2,537
Caucasian
Male
[80-90)
?
Emergency
null
Emergency Room
4
?
?
49
0
11
0
0
0
428
496
427
9
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
Chronic airway obstruction, not elsewhere classified
Paroxysmal supraventricular tachycardia
2,538
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
1
MC
?
3
0
10
0
0
0
435
428
401
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
Steady
No
No
No
No
Ch
Yes
false
Basilar artery syndrome
Congestive heart failure, unspecified
Malignant essential hypertension
2,539
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
7
MD
?
58
0
13
0
0
0
296
496
428
8
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Bipolar I disorder, single manic episode, unspecified
Chronic airway obstruction, not elsewhere classified
Congestive heart failure, unspecified
2,540
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
HM
?
48
0
11
1
0
1
410
427
585
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
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Paroxysmal supraventricular tachycardia
Chronic kidney disease (ckd)
2,541
Caucasian
Female
[50-60)
?
Emergency
null
Emergency Room
5
?
?
60
6
20
0
0
0
410
414
V45
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Unspecified cardiac device in situ
2,542
?
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
5
HM
Orthopedics
43
1
19
0
0
0
715
799
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
Osteoarthrosis, generalized, site unspecified
Other ill-defined and unknown causes of morbidity and mortality
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,543
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
4
MC
Family/GeneralPractice
42
0
14
0
0
0
434
342
781
5
null
>8
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Cerebral thrombosis without mention of cerebral infarction
Flaccid hemiplegia and hemiparesis affecting unspecified side
Abnormal involuntary movements
2,544
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
1
MC
Cardiology
34
2
17
0
0
0
414
424
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
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Coronary atherosclerosis of unspecified type of vessel, native or graft
2,545
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
3
?
Surgery-General
56
2
7
0
0
0
154
198
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
true
Malignant neoplasm of rectosigmoid junction
Secondary malignant neoplasm of kidney
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,546
AfricanAmerican
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
4
MC
Nephrology
29
1
26
0
0
2
250.7
403
785
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
true
Diabetes with peripheral circulatory disorders, 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
Tachycardia, unspecified
2,547
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
10
?
Surgery-Cardiovascular/Thoracic
58
6
37
0
0
0
410
424
414
5
null
null
No
No
No
No
No
No
Down
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Mitral valve disorders
Coronary atherosclerosis of unspecified type of vessel, native or graft
2,548
AfricanAmerican
Female
[50-60)
?
Emergency
null
Emergency Room
7
?
?
48
5
18
0
0
0
414
401
244
4
null
>8
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
Postsurgical hypothyroidism
2,549
Caucasian
Female
[60-70)
?
null
Discharged to home
Emergency Room
10
?
InternalMedicine
73
0
12
0
0
0
491
250.02
272
6
>300
>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
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Pure hypercholesterolemia
2,550
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
4
?
?
46
4
28
0
0
1
414
250.7
272
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Pure hypercholesterolemia
2,551
Caucasian
Female
[50-60)
?
null
Discharged to home
null
8
?
?
48
1
26
0
2
8
428
493
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
Congestive heart failure, unspecified
Extrinsic asthma, unspecified
Acute kidney failure
2,552
AfricanAmerican
Female
[80-90)
?
Emergency
Expired
Emergency Room
5
?
InternalMedicine
66
2
21
0
0
0
428
571
789
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Congestive heart failure, unspecified
Alcoholic fatty liver
Abdominal pain, unspecified site
2,553
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
7
MC
InternalMedicine
50
0
13
0
0
0
38
599
276
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
Streptococcal septicemia
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
2,554
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
1
SP
?
2
1
6
0
0
0
530
427
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
Achalasia and cardiospasm
Paroxysmal supraventricular tachycardia
Pure hypercholesterolemia
2,555
Hispanic
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
Surgery-Neuro
45
3
12
0
0
1
784
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
true
Headache
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
2,556
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
7
MC
?
53
0
25
5
0
1
428
584
585
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
Acute kidney failure
Chronic kidney disease (ckd)
2,557
Hispanic
Female
[70-80)
?
Emergency
null
Emergency Room
1
?
?
37
0
10
0
0
0
786
427
428
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
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
2,558
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
3
?
Orthopedics
24
1
22
0
0
0
715
997
518
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
Osteoarthrosis, generalized, site unspecified
Nervous system complication, unspecified
Pulmonary collapse
2,559
Caucasian
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
2
BC
?
10
0
8
0
0
1
250.13
V58
401
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 ketoacidosis, type I [juvenile type], uncontrolled
Encounter for radiotherapy
Malignant essential hypertension
2,560
?
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
8
MC
Surgery-General
37
2
20
0
0
0
250
716
401
5
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
false
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Kaschin-Beck disease, site unspecified
Malignant essential hypertension
2,561
Caucasian
Female
[60-70)
[100-125)
Urgent
Expired
Transfer from a hospital
2
?
Cardiology
45
6
24
0
0
0
410
785
402
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Tachycardia, unspecified
Malignant hypertensive heart disease without heart failure
2,562
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
1
?
?
57
0
15
0
0
1
276
284
150
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
Hyperosmolality and/or hypernatremia
Aplastic anemia and other bone marrow failure syndromes
Malignant neoplasm of cervical esophagus
2,563
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
?
InternalMedicine
59
5
16
0
0
0
411
414
728
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
Postmyocardial infarction syndrome
Coronary atherosclerosis of unspecified type of vessel, native or graft
Infective myositis
2,564
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
6
?
Psychiatry
63
0
14
0
0
0
296
250.03
784
6
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Bipolar I disorder, single manic episode, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
Headache
2,565
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
1
?
Cardiology
50
0
11
0
0
0
427
496
250.6
9
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
Paroxysmal supraventricular tachycardia
Chronic airway obstruction, not elsewhere classified
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
2,566
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
null
1
?
Cardiology
12
0
6
0
0
0
733
784
250
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
true
Osteoporosis, unspecified
Headache
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,567
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
4
BC
?
3
0
9
0
0
1
427
401
250
3
null
null
Steady
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Paroxysmal supraventricular tachycardia
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,568
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
2
MC
InternalMedicine
38
0
3
0
0
0
562
280
250
5
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Diverticulosis of small intestine (without mention of hemorrhage)
Iron deficiency anemia secondary to blood loss (chronic)
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,569
Caucasian
Female
[70-80)
?
null
Discharged to home
null
6
?
?
41
2
16
0
0
0
444
401
250
3
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
Arterial embolism and thrombosis
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,570
Caucasian
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
2
HM
?
48
0
6
0
0
0
522
250.6
357
4
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
Pulpitis
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Acute infective polyneuritis
2,571
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home under care of Home IV provider
Physician Referral
5
?
?
27
1
7
0
0
1
567
571
403
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Peritonitis in infectious diseases classified elsewhere
Alcoholic fatty liver
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
2,572
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
2
?
InternalMedicine
50
0
9
0
0
0
428
250.4
403
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
Congestive heart failure, unspecified
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
2,573
Caucasian
Male
[70-80)
?
Not Available
Hospice / medical facility
null
5
?
Nephrology
23
1
12
1
0
3
507
413
414
8
Norm
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Pneumonitis due to inhalation of food or vomitus
Angina decubitus
Coronary atherosclerosis of unspecified type of vessel, native or graft
2,574
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
8
?
Pulmonology
46
0
23
0
0
0
493
250
278
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
Extrinsic asthma, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Obesity, unspecified
2,575
Caucasian
Male
[60-70)
?
Not Available
Discharged/transferred to SNF
Physician Referral
2
MC
?
32
0
12
1
0
0
780
599
496
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
Alteration of consciousness
Urinary tract infection, site not specified
Chronic airway obstruction, not elsewhere classified
2,576
Caucasian
Female
[20-30)
?
Elective
Discharged to home
Physician Referral
3
?
Orthopedics
20
3
21
0
0
0
722
722
250.01
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
2,577
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Physician Referral
2
BC
Family/GeneralPractice
35
0
16
1
0
1
592
562
250
5
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Calculus of kidney
Diverticulosis of small intestine (without mention of hemorrhage)
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,578
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
?
?
13
1
22
0
0
0
227
252
250
4
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
Benign neoplasm of adrenal gland
Hyperparathyroidism, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
2,579
AfricanAmerican
Male
[70-80)
?
Urgent
Hospice / home
Physician Referral
4
?
Nephrology
51
0
16
0
0
0
250.4
403
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
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
Hyperosmolality and/or hypernatremia
2,580
AfricanAmerican
Female
[40-50)
?
null
Discharged to home
null
3
?
InternalMedicine
51
3
16
0
1
2
250.6
403
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
Diabetes with neurological 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
Hyperosmolality and/or hypernatremia
2,581
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
9
?
?
42
2
28
0
1
1
250.1
560
599
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled
Intussusception
Urinary tract infection, site not specified
2,582
Other
Female
[60-70)
?
Urgent
null
Clinic Referral
2
?
?
38
0
21
1
0
2
786
276
V42
6
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Respiratory abnormality, unspecified
Hyperosmolality and/or hypernatremia
Kidney replaced by transplant
2,583
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
5
BC
?
41
2
20
0
0
0
189
250
272
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
Malignant neoplasm of kidney, except pelvis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Pure hypercholesterolemia
2,584
Caucasian
Female
[80-90)
[25-50)
Urgent
Discharged/transferred to SNF
Physician Referral
12
MC
?
47
2
13
0
0
1
996
E878
250.7
9
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
false
Mechanical complication of unspecified cardiac device, implant, and graft
Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
2,585
Caucasian
Female
[50-60)
?
null
Discharged to home
null
2
?
Family/GeneralPractice
80
0
14
0
0
0
434
437
401
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
Cerebral thrombosis without mention of cerebral infarction
Cerebral atherosclerosis
Malignant essential hypertension
2,586
?
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
2
HM
InternalMedicine
41
0
14
0
0
0
414
411
959
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Injury other and unspecified
2,587
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
1
HM
Cardiology
41
0
9
0
0
0
414
413
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Angina decubitus
Malignant essential hypertension
2,588
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
MC
?
41
3
21
0
0
0
574
496
574
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
false
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Chronic airway obstruction, not elsewhere classified
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
2,589
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
7
MC
?
57
0
9
0
0
0
266
250.6
357
9
null
Norm
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Ariboflavinosis
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Acute infective polyneuritis
2,590
Caucasian
Female
[10-20)
?
Elective
Discharged to home
Physician Referral
3
?
Surgery-Pediatric
33
2
17
0
0
1
998
682
343
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
Postoperative shock, unspecified
Cellulitis and abscess of face
Congenital diplegia
2,591
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
?
?
31
0
12
1
0
0
300
432
788
7
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
Anxiety state, unspecified
Nontraumatic extradural hemorrhage
Renal colic
2,592
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged/transferred to a long term care hospital.
Emergency Room
11
?
?
77
1
26
1
0
0
714
276
403
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Rheumatoid arthritis
Hyperosmolality and/or hypernatremia
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
2,593
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
CM
Family/GeneralPractice
61
0
19
0
0
1
486
428
162
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
true
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Malignant neoplasm of trachea
2,594
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
11
?
PhysicalMedicineandRehabilitation
2
1
24
0
0
1
V57
285
V54
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
Steady
No
No
No
No
Ch
Yes
false
Care involving breathing exercises
Sideroblastic anemia
Other orthopedic aftercare
2,595
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
13
?
?
53
1
20
0
0
0
250.8
682
682
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
true
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Cellulitis and abscess of face
Cellulitis and abscess of face
2,596
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
HM
?
63
0
14
0
0
0
493
276
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
Extrinsic asthma, unspecified
Hyperosmolality and/or hypernatremia
Congestive heart failure, unspecified
2,597
AfricanAmerican
Female
[40-50)
?
Urgent
Discharged to home
Emergency Room
4
?
Family/GeneralPractice
51
5
16
0
0
1
410
996
414
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 myocardial infarction of anterolateral wall, episode of care unspecified
Mechanical complication of unspecified cardiac device, implant, and graft
Coronary atherosclerosis of unspecified type of vessel, native or graft
2,598
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Emergency Room
2
MC
Emergency/Trauma
40
1
6
0
3
0
441
440
530
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
Dissection of aorta, unspecified site
Atherosclerosis of aorta
Achalasia and cardiospasm
2,599
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
8
?
InternalMedicine
45
3
25
0
0
0
250.7
440
428
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
true
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Atherosclerosis of aorta
Congestive heart failure, unspecified
2,600
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
3
?
Orthopedics-Reconstructive
48
1
15
0
0
0
820
401
244
9
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
Closed fracture of intracapsular section of neck of femur, unspecified
Malignant essential hypertension
Postsurgical hypothyroidism