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
6,501
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
11
UN
Cardiology
48
0
24
0
0
1
428
427
425
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Endomyocardial fibrosis
6,502
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
10
UN
Surgery-General
64
4
28
0
0
3
250.7
707
425
5
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
false
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Endomyocardial fibrosis
6,503
AfricanAmerican
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
1
?
Pediatrics
49
0
18
0
0
0
411
250.01
296
7
null
null
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Postmyocardial infarction syndrome
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Bipolar I disorder, single manic episode, unspecified
6,504
AfricanAmerican
Male
[70-80)
?
Emergency
null
Emergency Room
4
?
?
61
0
15
0
0
1
518
496
585
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
Pulmonary collapse
Chronic airway obstruction, not elsewhere classified
Chronic kidney disease (ckd)
6,505
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to SNF
Physician Referral
6
?
?
47
2
31
0
1
0
812
428
584
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
Closed fracture of unspecified part of upper end of humerus
Congestive heart failure, unspecified
Acute kidney failure
6,506
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Emergency Room
6
?
?
70
0
10
0
0
0
682
682
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
Cellulitis and abscess of face
Cellulitis and abscess of face
Chronic airway obstruction, not elsewhere classified
6,507
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
7
?
Cardiology
33
0
23
1
1
1
584
404
491
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Acute kidney failure
Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified
Simple chronic bronchitis
6,508
AfricanAmerican
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
?
?
60
0
8
0
0
0
780
403
287
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
Alteration of consciousness
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Allergic purpura
6,509
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
63
2
12
0
0
0
786
787
250
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
Respiratory abnormality, unspecified
Nausea and vomiting
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,510
Caucasian
Female
[40-50)
[100-125)
null
Discharged to home
null
3
?
?
39
0
12
3
0
0
296
244
301
7
null
null
No
No
No
No
Steady
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Bipolar I disorder, single manic episode, unspecified
Postsurgical hypothyroidism
Paranoid personality disorder
6,511
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
?
InternalMedicine
73
5
19
0
0
1
569
403
996
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
true
Anal and rectal polyp
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Mechanical complication of unspecified cardiac device, implant, and graft
6,512
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
6
?
?
24
2
23
0
0
0
162
492
272
5
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Malignant neoplasm of trachea
Emphysematous bleb
Pure hypercholesterolemia
6,513
Caucasian
Male
[90-100)
?
Urgent
Discharged/transferred to SNF
Physician Referral
4
?
?
24
0
7
0
0
0
428
414
250.4
9
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
false
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
6,514
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Physician Referral
7
?
Obsterics&Gynecology-GynecologicOnco
55
1
9
0
0
0
729
250.01
E933
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
Rheumatism, unspecified and fibrositis
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Antiallergic and antiemetic drugs causing adverse effects in therapeutic use
6,515
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
?
Surgery-Neuro
35
3
31
0
0
0
722
250.6
357
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Acute infective polyneuritis
6,516
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
5
?
?
46
0
13
0
0
0
276
263
E939
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
Hyperosmolality and/or hypernatremia
Malnutrition of moderate degree
Antidepressants causing adverse effects in therapeutic use
6,517
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Transfer from another health care facility
2
UN
Cardiology
41
3
14
0
0
0
413
250
V43
5
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Angina decubitus
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Eye globe replaced by other means
6,518
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to SNF
Transfer from a hospital
3
MC
Surgery-Vascular
32
3
16
0
0
0
780
747
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
Alteration of consciousness
Patent ductus arteriosus
Congestive heart failure, unspecified
6,519
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
3
?
?
45
0
20
0
0
0
38
599
201
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
Hodgkin's paragranuloma, unspecified site, extranodal and solid organ sites
6,520
Caucasian
Male
[80-90)
?
null
Discharged/transferred to SNF
Emergency Room
7
?
InternalMedicine
42
0
6
0
0
1
786
414
250.02
5
>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
true
Respiratory abnormality, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
6,521
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
1
MC
Radiologist
8
5
8
0
0
0
414
244
401
6
null
>7
No
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postsurgical hypothyroidism
Malignant essential hypertension
6,522
Caucasian
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
3
?
Urology
34
1
10
0
0
0
608
250.02
41
4
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
Seminal vesiculitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
6,523
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Emergency Room
6
MC
InternalMedicine
56
1
19
0
0
1
592
590
428
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
true
Calculus of kidney
Chronic pyelonephritis without lesion of renal medullary necrosis
Congestive heart failure, unspecified
6,524
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
Gastroenterology
33
1
8
0
0
0
455
211
562
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
Internal hemorrhoids without mention of complication
Benign neoplasm of esophagus
Diverticulosis of small intestine (without mention of hemorrhage)
6,525
Caucasian
Female
[70-80)
?
Not Mapped
Discharged to home
Physician Referral
3
?
Orthopedics-Reconstructive
38
3
21
2
0
0
715
285
250.92
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
Osteoarthrosis, generalized, site unspecified
Sideroblastic anemia
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
6,526
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
MC
Emergency/Trauma
1
0
16
0
0
0
491
518
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
Simple chronic bronchitis
Pulmonary collapse
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,527
Caucasian
Female
[80-90)
?
Emergency
null
Emergency Room
5
?
?
50
1
19
0
0
0
820
250
401
5
null
Norm
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
Closed fracture of intracapsular section of neck of femur, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
6,528
AfricanAmerican
Male
[50-60)
?
null
Not Mapped
Emergency Room
3
?
InternalMedicine
32
0
5
0
0
0
250.13
401
?
2
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Malignant essential hypertension
null
6,529
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
6
?
InternalMedicine
36
4
12
0
0
0
414
428
425
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
Endomyocardial fibrosis
6,530
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to SNF
Physician Referral
6
?
Surgery-Vascular
2
3
16
0
0
3
681
492
V49
5
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Cellulitis and abscess of finger, unspecified
Emphysematous bleb
Deficiencies of limbs
6,531
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Transfer from a hospital
3
?
?
10
3
9
0
0
0
410
250.6
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,532
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
34
0
1
0
0
0
780
250
244
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
Alteration of consciousness
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Postsurgical hypothyroidism
6,533
Caucasian
Male
[90-100)
?
Not Available
Hospice / medical facility
Physician Referral
3
MC
?
63
0
5
3
0
0
584
276
261
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
Hyperosmolality and/or hypernatremia
Nutritional marasmus
6,534
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
SP
?
49
0
10
5
0
1
250.8
401
786
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
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
Respiratory abnormality, unspecified
6,535
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Physician Referral
3
MC
Podiatry
41
3
14
2
0
0
440
707
682
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Atherosclerosis of aorta
Pressure ulcer, unspecified site
Cellulitis and abscess of face
6,536
?
Female
[70-80)
?
Urgent
Discharged to home
Not Available
2
HM
InternalMedicine
50
0
6
0
0
0
250.02
276
?
2
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
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
null
6,537
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
?
52
0
7
2
0
0
38
486
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
true
Streptococcal septicemia
Pneumonia, organism unspecified
Other anaphylactic reaction
6,538
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to home with home health service
null
2
?
Family/GeneralPractice
19
1
8
0
0
0
933
E915
438
8
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Foreign body in pharynx
Foreign body accidentally entering other orifice
Late effects of cerebrovascular disease, cognitive deficits
6,539
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Not Mapped
1
?
?
36
1
17
0
0
3
V58
440
401
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
Encounter for radiotherapy
Atherosclerosis of aorta
Malignant essential hypertension
6,540
Asian
Male
[50-60)
?
Emergency
null
Emergency Room
3
?
?
40
3
20
0
0
0
414
411
V45
5
null
null
Down
Steady
No
No
No
No
No
Up
No
Steady
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
Unspecified cardiac device in situ
6,541
Caucasian
Female
[50-60)
?
Emergency
null
Emergency Room
6
?
Pediatrics
38
0
18
0
0
0
491
295
401
7
null
null
No
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Simple chronic bronchitis
Simple type schizophrenia, unspecified
Malignant essential hypertension
6,542
AfricanAmerican
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
MD
InternalMedicine
36
0
13
0
1
0
250.8
496
280
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 other specified manifestations, type II or unspecified type, not stated as uncontrolled
Chronic airway obstruction, not elsewhere classified
Iron deficiency anemia secondary to blood loss (chronic)
6,543
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to ICF
Emergency Room
3
?
?
9
3
17
2
0
0
410
401
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
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Malignant essential hypertension
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,544
AfricanAmerican
Female
[70-80)
?
Emergency
null
Transfer from a Skilled Nursing Facility (SNF)
3
?
?
41
0
11
0
0
2
191
780
348
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
false
Malignant neoplasm of cerebrum, except lobes and ventricles
Alteration of consciousness
Cerebral cysts
6,545
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
3
UN
Endocrinology
35
0
15
0
0
2
486
250
401
5
null
null
Up
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
Pneumonia, organism unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
6,546
AfricanAmerican
Female
[40-50)
?
null
Discharged to home
null
3
?
Family/GeneralPractice
61
0
5
0
0
0
786
278
112
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Respiratory abnormality, unspecified
Obesity, unspecified
Candidiasis of mouth
6,547
Caucasian
Male
[80-90)
?
Not Available
Discharged/transferred to another type of inpatient care institution
Physician Referral
5
MC
?
31
4
18
0
0
0
531
280
784
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 gastric ulcer with hemorrhage, without mention of obstruction
Iron deficiency anemia secondary to blood loss (chronic)
Headache
6,548
Caucasian
Female
[40-50)
?
Not Available
Discharged to home
Physician Referral
1
SI
?
37
1
17
0
0
0
626
218
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
Absence of menstruation
Submucous leiomyoma of uterus
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,549
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to SNF
Physician Referral
14
MC
Nephrology
36
6
40
0
0
2
996
38
403
8
null
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
false
Mechanical complication of unspecified cardiac device, implant, and graft
Streptococcal septicemia
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
6,550
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
Family/GeneralPractice
56
2
17
0
0
1
592
591
276
7
null
null
No
No
No
No
No
No
Steady
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Calculus of kidney
Hydronephrosis
Hyperosmolality and/or hypernatremia
6,551
AfricanAmerican
Female
[60-70)
?
Urgent
Discharged/transferred to a long term care hospital.
Physician Referral
7
?
InternalMedicine
30
2
17
0
0
0
682
323
41
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
true
Cellulitis and abscess of face
Encephalitis myelitis and encephalomyelitis
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
6,552
AfricanAmerican
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
4
MC
InternalMedicine
46
0
23
0
0
1
402
493
427
9
null
null
No
No
No
No
Down
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Malignant hypertensive heart disease without heart failure
Extrinsic asthma, unspecified
Paroxysmal supraventricular tachycardia
6,553
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to home with home health service
Transfer from a hospital
9
MC
?
49
2
14
0
0
1
V57
599
V54
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
Care involving breathing exercises
Urinary tract infection, site not specified
Other orthopedic aftercare
6,554
Caucasian
Female
[90-100)
?
Urgent
Discharged/transferred to ICF
Transfer from a hospital
12
MC
Family/GeneralPractice
9
0
10
0
0
1
733
428
799
5
null
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
Osteoporosis, unspecified
Congestive heart failure, unspecified
Other ill-defined and unknown causes of morbidity and mortality
6,555
Asian
Male
[20-30)
?
Emergency
Discharged to home
Emergency Room
5
?
?
32
1
13
0
0
0
682
41
V09
4
null
>8
Up
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
Cellulitis and abscess of face
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
Infection with microorganisms resistant to penicillins
6,556
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
7
PO
?
54
0
10
0
0
0
599
250.02
403
9
null
null
No
No
Steady
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Urinary tract infection, site not specified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
6,557
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Physician Referral
12
MC
?
74
2
30
0
0
0
733
799
486
9
null
null
No
Steady
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Osteoporosis, unspecified
Other ill-defined and unknown causes of morbidity and mortality
Pneumonia, organism unspecified
6,558
Caucasian
Female
[60-70)
?
null
Not Mapped
Physician Referral
1
?
Orthopedics-Reconstructive
31
2
16
0
0
0
722
250.51
362
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Displacement of cervical intervertebral disc without myelopathy
Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled
Other retinal disorders
6,559
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Clinic Referral
1
?
?
33
1
14
2
0
2
250.41
403
996
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Mechanical complication of unspecified cardiac device, implant, and graft
6,560
Caucasian
Male
[40-50)
?
Not Available
Discharged to home
null
3
HM
?
16
2
14
1
0
1
278
250
530
4
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
Obesity, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Achalasia and cardiospasm
6,561
Caucasian
Female
[70-80)
?
null
Discharged to home
null
5
?
Family/GeneralPractice
80
4
26
0
0
0
428
998
250
9
null
null
No
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Congestive heart failure, unspecified
Postoperative shock, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,562
AfricanAmerican
Female
[60-70)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
7
?
Orthopedics-Reconstructive
39
1
17
0
0
0
715
415
250
4
null
null
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Osteoarthrosis, generalized, site unspecified
Acute cor pulmonale
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,563
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Physician Referral
3
MC
?
36
1
18
0
0
0
486
276
427
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
Pneumonia, organism unspecified
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
6,564
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
1
DM
?
9
3
1
0
0
0
625
401
250
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Dyspareunia
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,565
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
?
?
61
0
9
0
0
0
592
591
250.02
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
Calculus of kidney
Hydronephrosis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
6,566
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Transfer from a hospital
4
?
?
25
6
17
0
0
0
414
411
250.01
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
6,567
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
?
Cardiology
29
3
16
0
0
0
414
V45
794
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Unspecified cardiac device in situ
Abnormal function study of brain and central nervous system, unspecified
6,568
Caucasian
Female
[20-30)
?
Urgent
Discharged to home
Physician Referral
5
?
Family/GeneralPractice
51
0
12
0
0
1
577
276
577
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
true
Acute pancreatitis
Hyperosmolality and/or hypernatremia
Acute pancreatitis
6,569
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
27
1
4
0
0
0
403
584
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
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Acute kidney failure
Hyperosmolality and/or hypernatremia
6,570
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
7
MC
?
30
0
25
0
0
0
250.8
707
682
5
null
null
No
No
No
No
No
No
Steady
No
No
Down
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Cellulitis and abscess of face
6,571
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Transfer from a hospital
2
?
?
8
4
19
0
0
0
410
427
496
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 myocardial infarction of anterolateral wall, episode of care unspecified
Paroxysmal supraventricular tachycardia
Chronic airway obstruction, not elsewhere classified
6,572
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Transfer from another health care facility
3
UN
InternalMedicine
46
3
8
0
0
0
414
411
242
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
Toxic diffuse goiter without mention of thyrotoxic crisis or storm
6,573
Caucasian
Male
[80-90)
?
Elective
Discharged to home
Physician Referral
14
?
InternalMedicine
64
4
13
4
0
1
V57
799
410
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
true
Care involving breathing exercises
Other ill-defined and unknown causes of morbidity and mortality
Acute myocardial infarction of anterolateral wall, episode of care unspecified
6,574
Caucasian
Female
[90-100)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
56
0
19
0
0
2
428
V45
401
6
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Congestive heart failure, unspecified
Unspecified cardiac device in situ
Malignant essential hypertension
6,575
Caucasian
Male
[50-60)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
3
?
Surgery-Cardiovascular/Thoracic
32
0
13
0
0
1
998
682
250.02
9
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Postoperative shock, unspecified
Cellulitis and abscess of face
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
6,576
AfricanAmerican
Female
[60-70)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
10
?
Cardiology
31
5
12
0
0
0
414
411
997
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Nervous system complication, unspecified
6,577
Caucasian
Female
[80-90)
?
Elective
Discharged to home
Physician Referral
1
?
Surgery-Vascular
2
2
8
0
0
0
433
V70
250
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Routine general medical examination at a health care facility
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,578
AfricanAmerican
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Orthopedics
26
2
22
0
0
0
727
715
244
4
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
Synovitis and tenosynovitis, unspecified
Osteoarthrosis, generalized, site unspecified
Postsurgical hypothyroidism
6,579
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
7
?
?
65
0
22
0
0
0
458
682
496
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
Orthostatic hypotension
Cellulitis and abscess of face
Chronic airway obstruction, not elsewhere classified
6,580
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to SNF
Physician Referral
14
?
InternalMedicine
52
0
24
0
0
0
428
518
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
true
Congestive heart failure, unspecified
Pulmonary collapse
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
6,581
Caucasian
Female
[70-80)
?
Elective
null
Transfer from a hospital
13
?
?
63
6
42
0
0
0
410
427
414
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Paroxysmal supraventricular tachycardia
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,582
AfricanAmerican
Male
[40-50)
?
Urgent
Discharged/transferred to another short term hospital
Emergency Room
2
MC
InternalMedicine
55
1
18
0
0
0
577
305
272
9
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Acute pancreatitis
Alcohol abuse, unspecified
Pure hypercholesterolemia
6,583
?
Female
[40-50)
?
Emergency
Discharged to home
Transfer from another health care facility
2
HM
Cardiology
51
5
13
0
0
0
414
411
250.6
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
6,584
Asian
Male
[50-60)
?
Not Available
Discharged/transferred to another short term hospital
Physician Referral
1
SP
?
37
0
10
0
0
0
411
276
410
5
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
Postmyocardial infarction syndrome
Hyperosmolality and/or hypernatremia
Acute myocardial infarction of anterolateral wall, episode of care unspecified
6,585
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
2
SP
Family/GeneralPractice
30
2
16
0
0
0
202
V64
250
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Nodular lymphoma, unspecified site, extranodal and solid organ sites
Vaccination not carried out, unspecified reason
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,586
Caucasian
Female
[40-50)
[100-125)
Emergency
Discharged to home
Emergency Room
2
UN
InternalMedicine
40
1
14
3
0
0
574
577
250
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Acute pancreatitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,587
Caucasian
Male
[70-80)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
3
MC
Podiatry
16
4
25
0
0
0
250.6
707
736
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Unspecified deformity of forearm, excluding fingers
6,588
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Clinic Referral
2
?
?
31
6
22
0
0
0
401
272
274
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
Malignant essential hypertension
Pure hypercholesterolemia
Gouty arthropathy, unspecified
6,589
Caucasian
Male
[60-70)
?
null
Discharged/transferred to home with home health service
null
10
?
InfectiousDiseases
65
2
27
2
0
3
276
198
427
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
true
Hyperosmolality and/or hypernatremia
Secondary malignant neoplasm of kidney
Paroxysmal supraventricular tachycardia
6,590
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
InternalMedicine
52
0
17
4
0
1
682
682
250.6
7
null
>7
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
Cellulitis and abscess of face
Cellulitis and abscess of face
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
6,591
AfricanAmerican
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
3
MD
Surgery-Vascular
27
1
16
2
2
0
211
560
250
7
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
Benign neoplasm of esophagus
Intussusception
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,592
Other
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
42
1
11
0
0
0
535
276
401
8
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
Acute gastritis, without mention of hemorrhage
Hyperosmolality and/or hypernatremia
Malignant essential hypertension
6,593
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to SNF
Physician Referral
4
?
Orthopedics
20
2
22
0
0
0
715
788
250
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Osteoarthrosis, generalized, site unspecified
Renal colic
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,594
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
1
MC
?
46
0
10
0
0
0
574
250.02
425
6
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
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Endomyocardial fibrosis
6,595
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
4
?
?
30
3
12
0
0
0
535
E935
41
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 gastritis, without mention of hemorrhage
Heroin causing adverse effects in therapeutic use
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
6,596
Caucasian
Female
[40-50)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
?
?
69
6
35
0
0
2
996
998
860
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Mechanical complication of unspecified cardiac device, implant, and graft
Postoperative shock, unspecified
Traumatic pneumothorax without mention of open wound into thorax
6,597
Caucasian
Female
[50-60)
?
Emergency
Expired
Emergency Room
8
?
ObstetricsandGynecology
82
2
20
0
0
0
197
415
558
8
null
>7
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
Secondary malignant neoplasm of lung
Acute cor pulmonale
Other and unspecified noninfectious gastroenteritis and colitis
6,598
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
?
?
47
6
17
1
0
0
414
411
250
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,599
AfricanAmerican
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
2
?
Family/GeneralPractice
47
0
13
0
0
3
788
250.92
185
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
false
Renal colic
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Malignant neoplasm of prostate
6,600
Caucasian
Female
[30-40)
?
Elective
Discharged to home
Clinic Referral
1
?
?
24
2
20
0
0
0
233
V42
403
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Carcinoma in situ of breast
Kidney replaced by transplant
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified