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
8,401
AfricanAmerican
Male
[70-80)
?
Emergency
Expired
Transfer from a Skilled Nursing Facility (SNF)
2
MC
InternalMedicine
46
0
9
0
1
1
38
428
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
Streptococcal septicemia
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
8,402
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
12
MD
Nephrology
32
5
27
0
0
0
996
38
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
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
8,403
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
BC
InternalMedicine
59
4
18
0
0
0
250.13
410
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
false
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Hyperosmolality and/or hypernatremia
8,404
Caucasian
Male
[40-50)
?
null
Not Mapped
null
2
?
?
23
0
12
0
0
0
486
491
250.01
4
>200
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
Pneumonia, organism unspecified
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
8,405
Caucasian
Female
[20-30)
?
Elective
Discharged to home
Physician Referral
7
MD
ObstetricsandGynecology
57
0
5
0
0
0
648
250.02
493
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 of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Extrinsic asthma, unspecified
8,406
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
4
MC
InternalMedicine
65
0
10
0
0
0
599
293
402
5
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
Urinary tract infection, site not specified
Delirium due to conditions classified elsewhere
Malignant hypertensive heart disease without heart failure
8,407
AfricanAmerican
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
2
BC
Radiology
65
0
2
0
0
0
250
276
?
2
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
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Hyperosmolality and/or hypernatremia
null
8,408
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
10
MC
InternalMedicine
83
2
34
0
0
0
560
250.6
922
5
null
>8
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
Intussusception
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Contusion of breast
8,409
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
2
3
22
0
0
0
411
414
401
9
null
>8
No
Steady
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Postmyocardial infarction syndrome
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
8,410
AfricanAmerican
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
9
?
Orthopedics-Reconstructive
65
5
24
0
0
0
823
998
401
6
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Closed fracture of upper end of tibia alone
Postoperative shock, unspecified
Malignant essential hypertension
8,411
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged/transferred to SNF
Emergency Room
11
HM
?
95
0
24
0
0
0
720
276
585
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
Ankylosing spondylitis
Hyperosmolality and/or hypernatremia
Chronic kidney disease (ckd)
8,412
Caucasian
Male
[40-50)
?
Elective
null
Physician Referral
4
?
?
38
1
26
0
0
5
250.7
707
440
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 peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Atherosclerosis of aorta
8,413
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to SNF
null
5
?
Surgery-General
22
1
12
0
0
0
250.7
785
429
3
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
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Tachycardia, unspecified
Myocarditis, unspecified
8,414
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
1
UN
?
42
0
3
0
0
0
574
250
272
5
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Pure hypercholesterolemia
8,415
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
BC
InternalMedicine
47
0
18
0
0
0
428
327
285
6
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Congestive heart failure, unspecified
Organic insomnia, unspecified
Sideroblastic anemia
8,416
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Transfer from a hospital
2
?
?
20
4
17
0
0
0
410
427
250.01
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
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
8,417
Caucasian
Female
[50-60)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
4
MC
?
25
1
9
0
0
1
197
197
491
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
Secondary malignant neoplasm of lung
Secondary malignant neoplasm of lung
Simple chronic bronchitis
8,418
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
2
MC
?
50
0
11
0
0
0
38
584
599
9
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Streptococcal septicemia
Acute kidney failure
Urinary tract infection, site not specified
8,419
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
Pulmonology
50
0
14
0
0
0
428
511
486
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
Pleurisy without mention of effusion or current tuberculosis
Pneumonia, organism unspecified
8,420
AfricanAmerican
Female
[60-70)
?
Not Available
Discharged/transferred to SNF
null
3
MC
Orthopedics-Reconstructive
16
2
22
0
0
0
996
E878
250
4
>200
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
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 mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,421
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
4
SP
?
55
0
14
0
0
0
276
722
250.6
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
Hyperosmolality and/or hypernatremia
Displacement of cervical intervertebral disc without myelopathy
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
8,422
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Emergency Room
3
OG
Emergency/Trauma
59
0
13
0
0
1
789
780
V42
6
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Abdominal pain, unspecified site
Alteration of consciousness
Kidney replaced by transplant
8,423
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
3
MD
?
2
0
12
0
0
0
434
599
V12
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
Cerebral thrombosis without mention of cerebral infarction
Urinary tract infection, site not specified
Personal history of unspecified infectious and parasitic disease
8,424
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to SNF
Physician Referral
4
?
Orthopedics-Reconstructive
20
2
18
0
0
0
715
493
276
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
Osteoarthrosis, generalized, site unspecified
Extrinsic asthma, unspecified
Hyperosmolality and/or hypernatremia
8,425
Hispanic
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
1
?
Pulmonology
35
1
6
0
0
0
428
511
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
Congestive heart failure, unspecified
Pleurisy without mention of effusion or current tuberculosis
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,426
AfricanAmerican
Female
[70-80)
?
Emergency
null
Emergency Room
3
?
?
36
2
6
0
0
0
531
250.5
362
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 gastric ulcer with hemorrhage, without mention of obstruction
Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled
Other retinal disorders
8,427
Caucasian
Male
[80-90)
?
Elective
Discharged/transferred to another short term hospital
Transfer from a hospital
4
?
InternalMedicine
32
2
12
0
0
3
599
286
788
8
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
Urinary tract infection, site not specified
Congenital factor VIII disorder
Renal colic
8,428
Caucasian
Male
[60-70)
?
Not Available
Discharged/transferred to SNF
Physician Referral
3
HM
Orthopedics
12
1
31
1
0
0
715
496
414
7
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Osteoarthrosis, generalized, site unspecified
Chronic airway obstruction, not elsewhere classified
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,429
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
?
Surgery-Cardiovascular
39
2
15
0
0
0
433
530
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Achalasia and cardiospasm
Malignant essential hypertension
8,430
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to SNF
Physician Referral
10
MC
Family/GeneralPractice
47
2
27
0
0
0
682
496
428
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
Cellulitis and abscess of face
Chronic airway obstruction, not elsewhere classified
Congestive heart failure, unspecified
8,431
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
?
?
41
2
3
0
0
0
436
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
Acute, but ill-defined, cerebrovascular disease
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,432
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
?
Cardiology
11
5
6
0
0
0
414
413
428
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Angina decubitus
Congestive heart failure, unspecified
8,433
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
1
MC
?
1
1
6
1
0
0
223
595
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
true
Benign neoplasm of kidney, except pelvis
Acute cystitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,434
Hispanic
Female
[90-100)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
2
MC
?
37
0
11
0
0
0
786
786
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
Respiratory abnormality, unspecified
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,435
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
?
Nephrology
54
1
7
0
0
1
996
38
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
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
8,436
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
13
?
?
61
2
22
0
0
0
434
276
427
9
null
>8
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
Cerebral thrombosis without mention of cerebral infarction
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
8,437
AfricanAmerican
Male
[70-80)
?
Elective
null
Physician Referral
10
?
?
34
6
15
0
0
0
440
250
401
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
Atherosclerosis of aorta
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
8,438
Caucasian
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
2
?
?
49
0
8
0
0
0
250.13
V58
250.53
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 ketoacidosis, type I [juvenile type], uncontrolled
Encounter for radiotherapy
Diabetes with ophthalmic manifestations, type I [juvenile type], uncontrolled
8,439
Caucasian
Female
[60-70)
?
Urgent
Discharged/transferred to SNF
Physician Referral
7
MC
Radiologist
43
4
21
0
1
0
711
292
41
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
Pyogenic arthritis, site unspecified
Drug withdrawal
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
8,440
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
5
?
?
43
5
39
0
0
0
414
413
250
5
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Angina decubitus
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,441
Hispanic
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
?
19
2
13
0
0
0
427
585
780
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
Paroxysmal supraventricular tachycardia
Chronic kidney disease (ckd)
Alteration of consciousness
8,442
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
MC
?
58
0
12
0
0
5
458
496
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
Orthostatic hypotension
Chronic airway obstruction, not elsewhere classified
Congestive heart failure, unspecified
8,443
Caucasian
Male
[40-50)
?
null
Discharged to home
Physician Referral
5
?
Emergency/Trauma
71
2
18
0
0
0
578
427
250.1
9
null
>8
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
true
Hematemesis
Paroxysmal supraventricular tachycardia
Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled
8,444
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
?
34
0
8
0
0
1
491
250
278
7
null
null
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Obesity, unspecified
8,445
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Transfer from a hospital
8
MC
Cardiology
54
4
16
0
0
0
414
411
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Paroxysmal supraventricular tachycardia
8,446
Caucasian
Female
[70-80)
[50-75)
Emergency
Discharged to home
Emergency Room
4
MC
Family/GeneralPractice
61
0
21
14
2
2
493
424
414
9
null
null
Down
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
Mitral valve disorders
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,447
Caucasian
Male
[40-50)
?
Not Available
Discharged to home
Physician Referral
3
HM
?
25
3
15
2
0
0
278
250
401
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
Obesity, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
8,448
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
1
HM
?
4
0
23
3
1
0
491
786
461
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
Simple chronic bronchitis
Respiratory abnormality, unspecified
Acute maxillary sinusitis
8,449
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Transfer from a hospital
4
?
Family/GeneralPractice
71
2
15
0
0
1
486
428
403
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
false
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
8,450
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
MC
?
54
0
11
0
0
0
428
443
250
3
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Congestive heart failure, unspecified
Raynaud's syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,451
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
?
65
0
11
0
0
1
162
197
401
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
Malignant neoplasm of trachea
Secondary malignant neoplasm of lung
Malignant essential hypertension
8,452
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
7
?
Cardiology
82
6
30
0
0
0
414
410
428
8
null
null
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Congestive heart failure, unspecified
8,453
Caucasian
Female
[70-80)
?
null
Not Mapped
null
2
?
Cardiology
19
3
16
5
1
0
414
411
424
6
Norm
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Mitral valve disorders
8,454
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to another type of inpatient care institution
null
3
?
Family/GeneralPractice
17
0
9
0
0
0
292
250.01
300
4
Norm
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
Drug withdrawal
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Anxiety state, unspecified
8,455
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
?
33
5
13
0
0
0
414
413
428
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Angina decubitus
Congestive heart failure, unspecified
8,456
AfricanAmerican
Male
[40-50)
?
Elective
null
Transfer from a hospital
3
?
PhysicalMedicineandRehabilitation
1
1
8
0
0
1
V57
403
438
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
Care involving breathing exercises
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Late effects of cerebrovascular disease, cognitive deficits
8,457
Hispanic
Male
[70-80)
?
Not Available
Discharged to home
null
1
MC
Family/GeneralPractice
13
0
15
1
0
0
724
414
790
7
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Spinal stenosis, unspecified region
Coronary atherosclerosis of unspecified type of vessel, native or graft
Nonspecific findings on examination of blood
8,458
Caucasian
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
1
?
?
10
0
9
0
0
0
786
250.82
305
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
Respiratory abnormality, unspecified
Diabetes with other specified manifestations, type II or unspecified type, uncontrolled
Alcohol abuse, unspecified
8,459
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
6
?
Pulmonology
82
0
17
0
0
0
458
496
250.41
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
Orthostatic hypotension
Chronic airway obstruction, not elsewhere classified
Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled
8,460
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
12
?
?
48
1
27
1
1
0
784
997
432
7
null
null
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Headache
Nervous system complication, unspecified
Nontraumatic extradural hemorrhage
8,461
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
31
0
10
0
0
0
428
585
276
9
null
null
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Congestive heart failure, unspecified
Chronic kidney disease (ckd)
Hyperosmolality and/or hypernatremia
8,462
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to SNF
Emergency Room
7
MC
InternalMedicine
45
1
16
0
0
0
571
780
305
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
Alcoholic fatty liver
Alteration of consciousness
Alcohol abuse, unspecified
8,463
AfricanAmerican
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
1
?
Surgery-Neuro
31
1
10
0
0
0
722
250.01
414
4
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,464
Caucasian
Male
[40-50)
?
Urgent
Discharged to home
Physician Referral
1
HM
InternalMedicine
46
5
7
0
0
0
414
272
250
3
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Pure hypercholesterolemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,465
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to SNF
Physician Referral
5
?
Orthopedics
34
3
26
0
0
0
738
427
401
7
null
null
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Acquired deformity of nose
Paroxysmal supraventricular tachycardia
Malignant essential hypertension
8,466
AfricanAmerican
Female
[40-50)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
7
?
?
61
1
17
0
0
0
913
250.12
304
8
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
Abrasion or friction burn of elbow, forearm, and wrist, without mention of infection
Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
Opioid type dependence, unspecified
8,467
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Physician Referral
7
?
?
36
0
7
0
0
0
730
682
401
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
Acute osteomyelitis, site unspecified
Cellulitis and abscess of face
Malignant essential hypertension
8,468
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
37
0
10
0
0
0
491
250
?
2
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
null
8,469
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
Surgery-General
37
2
21
0
0
0
574
574
401
4
null
null
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
false
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Malignant essential hypertension
8,470
Caucasian
Female
[30-40)
?
Elective
Discharged to home
Physician Referral
2
BC
ObstetricsandGynecology
18
3
21
0
0
0
659
648
424
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
Failed mechanical induction of labor, unspecified as to episode of care or not applicable
Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable
Mitral valve disorders
8,471
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
Family/GeneralPractice
46
0
6
0
0
0
786
303
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
Respiratory abnormality, unspecified
Acute alcoholic intoxication in alcoholism, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,472
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
3
?
Cardiology
49
5
12
0
0
0
414
428
250.01
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
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
8,473
AfricanAmerican
Female
[20-30)
?
Emergency
Discharged to home
Emergency Room
4
CP
?
40
0
10
0
0
0
805
808
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
Closed fracture of cervical vertebra, unspecified level
Closed fracture of acetabulum
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,474
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Clinic Referral
3
BC
Gynecology
25
3
18
0
0
1
621
250.02
620
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
Polyp of corpus uteri
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Follicular cyst of ovary
8,475
AfricanAmerican
Female
[60-70)
?
Not Mapped
Discharged to home
Emergency Room
3
?
InternalMedicine
59
4
12
0
0
0
786
135
414
8
null
>7
No
No
No
No
Steady
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Respiratory abnormality, unspecified
Sarcoidosis
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,476
Caucasian
Male
[70-80)
?
Emergency
null
Emergency Room
7
?
?
53
2
17
0
0
1
511
486
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
false
Pleurisy without mention of effusion or current tuberculosis
Pneumonia, organism unspecified
Congestive heart failure, unspecified
8,477
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
1
?
InternalMedicine
35
3
15
0
0
0
996
599
596
9
null
null
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Mechanical complication of unspecified cardiac device, implant, and graft
Urinary tract infection, site not specified
Bladder neck obstruction
8,478
Caucasian
Male
[70-80)
?
Emergency
null
Emergency Room
6
?
?
43
1
9
0
0
2
511
429
250
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Yes
false
Pleurisy without mention of effusion or current tuberculosis
Myocarditis, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,479
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Radiologist
19
4
16
0
0
0
414
496
278
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
Chronic airway obstruction, not elsewhere classified
Obesity, unspecified
8,480
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
MC
?
54
1
14
0
1
1
428
577
280
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Congestive heart failure, unspecified
Acute pancreatitis
Iron deficiency anemia secondary to blood loss (chronic)
8,481
AfricanAmerican
Female
[90-100)
?
Urgent
Discharged/transferred to home with home health service
Transfer from a hospital
8
?
Family/GeneralPractice
30
0
10
1
0
1
481
8
428
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
false
Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]
Intestinal infection due to E. coli, unspecified
Congestive heart failure, unspecified
8,482
Caucasian
Female
[60-70)
?
Not Available
Discharged/transferred/referred to a psychiatric hospital of a psychiatric distinct part unit of a hospital
Physician Referral
6
MD
?
57
0
25
0
0
1
250.12
295
276
9
null
>8
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
Simple type schizophrenia, unspecified
Hyperosmolality and/or hypernatremia
8,483
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
OT
InternalMedicine
51
0
11
0
1
1
724
428
414
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
Spinal stenosis, unspecified region
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,484
Caucasian
Female
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
3
UN
Nephrology
42
0
15
1
0
4
38
599
682
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
Streptococcal septicemia
Urinary tract infection, site not specified
Cellulitis and abscess of face
8,485
?
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
1
BC
Cardiology
31
2
5
0
0
0
447
998
?
5
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Arteriovenous fistula, acquired
Postoperative shock, unspecified
null
8,486
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
?
?
72
0
10
0
0
0
250.6
337
458
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Idiopathic peripheral autonomic neuropathy, unspecified
Orthostatic hypotension
8,487
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
Surgeon
48
0
11
1
0
0
574
250
V12
3
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Personal history of unspecified infectious and parasitic disease
8,488
AfricanAmerican
Male
[60-70)
?
null
Discharged/transferred to SNF
null
2
?
Cardiology
47
5
17
0
0
0
423
780
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
Hemopericardium
Alteration of consciousness
Paroxysmal supraventricular tachycardia
8,489
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
7
?
?
59
4
16
0
0
0
414
250.6
411
6
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Postmyocardial infarction syndrome
8,490
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
2
MC
?
49
0
11
1
0
1
428
425
789
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
Congestive heart failure, unspecified
Endomyocardial fibrosis
Abdominal pain, unspecified site
8,491
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
UN
Family/GeneralPractice
1
5
8
0
0
0
410
401
276
6
null
null
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Malignant essential hypertension
Hyperosmolality and/or hypernatremia
8,492
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
7
?
?
48
0
17
0
0
3
486
428
427
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
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
8,493
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
8
MC
InternalMedicine
47
2
25
0
0
0
250.7
682
428
9
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
true
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Cellulitis and abscess of face
Congestive heart failure, unspecified
8,494
Caucasian
Female
[60-70)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
5
MC
?
61
0
14
0
0
1
288
162
276
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
Neutropenia, unspecified
Malignant neoplasm of trachea
Hyperosmolality and/or hypernatremia
8,495
AfricanAmerican
Female
[50-60)
?
Elective
Discharged/transferred to another type of inpatient care institution
Physician Referral
6
?
?
64
2
21
0
0
0
715
250.01
584
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
Osteoarthrosis, generalized, site unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Acute kidney failure
8,496
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
40
0
12
0
0
0
250.82
427
E932
9
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
Diabetes with other specified manifestations, type II or unspecified type, uncontrolled
Paroxysmal supraventricular tachycardia
Adrenal cortical steroids causing adverse effects in therapeutic use
8,497
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
5
SP
?
28
1
9
0
0
0
532
584
285
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 duodenal ulcer with hemorrhage, without mention of obstruction
Acute kidney failure
Sideroblastic anemia
8,498
Caucasian
Male
[70-80)
[100-125)
Elective
Discharged to home
Physician Referral
3
MC
Cardiology
54
1
13
3
0
0
427
428
414
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
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,499
Caucasian
Male
[80-90)
[50-75)
null
Discharged/transferred to SNF
null
3
?
InternalMedicine
67
1
14
0
0
0
599
507
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
Urinary tract infection, site not specified
Pneumonitis due to inhalation of food or vomitus
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
8,500
Caucasian
Female
[0-10)
?
Emergency
Discharged to home
Emergency Room
1
?
Pediatrics-CriticalCare
40
0
6
0
0
0
250.11
V65
?
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
false
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Healthy person accompanying sick person
null