rowID
int64
1
10k
race
stringclasses
6 values
gender
stringclasses
2 values
age
stringclasses
10 values
weight
stringclasses
8 values
admission_type_id
stringclasses
6 values
discharge_disposition_id
stringclasses
21 values
admission_source_id
stringclasses
10 values
time_in_hospital
int64
1
14
payer_code
stringclasses
16 values
medical_specialty
stringlengths
1
36
num_lab_procedures
int64
1
120
num_procedures
int64
0
6
num_medications
int64
1
81
number_outpatient
int64
0
36
number_emergency
int64
0
42
number_inpatient
int64
0
10
diag_1
stringlengths
1
6
diag_2
stringlengths
1
6
diag_3
stringlengths
1
6
number_diagnoses
int64
1
9
max_glu_serum
stringclasses
3 values
A1Cresult
stringclasses
3 values
metformin
stringclasses
4 values
repaglinide
stringclasses
4 values
nateglinide
stringclasses
4 values
chlorpropamide
stringclasses
3 values
glimepiride
stringclasses
4 values
acetohexamide
stringclasses
1 value
glipizide
stringclasses
4 values
glyburide
stringclasses
4 values
tolbutamide
stringclasses
2 values
pioglitazone
stringclasses
4 values
rosiglitazone
stringclasses
4 values
acarbose
stringclasses
3 values
miglitol
stringclasses
4 values
troglitazone
stringclasses
1 value
tolazamide
stringclasses
2 values
examide
stringclasses
1 value
citoglipton
stringclasses
1 value
insulin
stringclasses
4 values
glyburide.metformin
stringclasses
4 values
glipizide.metformin
stringclasses
2 values
glimepiride.pioglitazone
stringclasses
1 value
metformin.rosiglitazone
stringclasses
1 value
metformin.pioglitazone
stringclasses
1 value
change
stringclasses
2 values
diabetesMed
stringclasses
2 values
readmitted
bool
2 classes
diag_1_desc
stringlengths
6
152
diag_2_desc
stringlengths
6
160
diag_3_desc
stringlengths
8
160
9,701
Caucasian
Female
[40-50)
?
Urgent
Discharged to home
Emergency Room
2
UN
Surgery-General
29
0
8
0
0
0
9
276
305
6
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
Infectious colitis, enteritis, and gastroenteritis
Hyperosmolality and/or hypernatremia
Alcohol abuse, unspecified
9,702
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
MC
?
55
0
16
0
0
1
410
427
424
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
Paroxysmal supraventricular tachycardia
Mitral valve disorders
9,703
Caucasian
Male
[60-70)
?
Not Available
Discharged/transferred to home with home health service
null
2
?
Surgery-General
2
1
15
2
0
0
250.81
707
414
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled
Pressure ulcer, unspecified site
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,704
Hispanic
Male
[40-50)
?
Elective
Discharged to home
Physician Referral
1
MC
Surgery-Vascular
39
4
21
0
2
1
996
403
250.4
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
Mechanical complication of unspecified cardiac device, implant, and graft
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
9,705
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
1
?
?
23
3
6
1
0
0
174
233
250
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
Malignant neoplasm of nipple and areola of female breast
Carcinoma in situ of breast
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,706
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
6
?
InternalMedicine
74
0
18
0
0
1
428
491
427
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
Congestive heart failure, unspecified
Simple chronic bronchitis
Paroxysmal supraventricular tachycardia
9,707
Hispanic
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
9
?
Family/GeneralPractice
62
2
7
0
0
2
572
571
250.4
9
null
null
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Abscess of liver
Alcoholic fatty liver
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
9,708
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
1
?
Family/GeneralPractice
42
0
7
0
0
1
427
250
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
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Pure hypercholesterolemia
9,709
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
?
32
5
11
0
0
0
410
427
998
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Paroxysmal supraventricular tachycardia
Postoperative shock, unspecified
9,710
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
null
2
?
Family/GeneralPractice
24
0
7
1
0
0
434
414
250
6
Norm
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
Cerebral thrombosis without mention of cerebral infarction
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,711
?
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
2
BC
Orthopedics
8
1
8
0
0
0
724
250
401
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
false
Spinal stenosis, unspecified region
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
9,712
Caucasian
Female
[60-70)
?
null
Not Mapped
Emergency Room
5
?
InternalMedicine
63
0
25
0
0
0
402
518
491
9
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Malignant hypertensive heart disease without heart failure
Pulmonary collapse
Simple chronic bronchitis
9,713
Caucasian
Male
[80-90)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
1
MC
Neurology
1
3
27
0
0
0
724
285
250
4
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
Spinal stenosis, unspecified region
Sideroblastic anemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,714
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Emergency Room
2
MC
Emergency/Trauma
8
0
7
0
0
0
428
427
250
9
null
null
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
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,715
AfricanAmerican
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
4
?
InternalMedicine
1
0
13
0
0
1
573
135
250.6
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
Chronic passive congestion of liver
Sarcoidosis
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,716
Caucasian
Male
[80-90)
?
Not Available
Discharged/transferred to SNF
null
10
MC
Nephrology
16
3
23
0
0
0
996
38
486
9
Norm
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
Mechanical complication of unspecified cardiac device, implant, and graft
Streptococcal septicemia
Pneumonia, organism unspecified
9,717
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
11
?
?
58
4
23
0
0
0
250.4
425
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
true
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
Endomyocardial fibrosis
Congestive heart failure, unspecified
9,718
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
9
?
InternalMedicine
55
2
16
0
0
0
434
784
342
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
Cerebral thrombosis without mention of cerebral infarction
Headache
Flaccid hemiplegia and hemiparesis affecting unspecified side
9,719
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
12
?
?
75
0
16
0
0
2
577
560
250
7
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
true
Acute pancreatitis
Intussusception
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,720
Caucasian
Male
[50-60)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
5
MC
Surgery-Vascular
40
2
26
0
0
1
997
428
998
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
Nervous system complication, unspecified
Congestive heart failure, unspecified
Postoperative shock, unspecified
9,721
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
7
BC
?
55
4
41
1
0
0
715
276
515
9
null
null
Steady
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Osteoarthrosis, generalized, site unspecified
Hyperosmolality and/or hypernatremia
Postinflammatory pulmonary fibrosis
9,722
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to SNF
null
5
?
?
18
1
14
0
0
0
518
599
294
8
>300
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Pulmonary collapse
Urinary tract infection, site not specified
Amnestic disorder in conditions classified elsewhere
9,723
Caucasian
Male
[60-70)
?
null
Discharged to home
null
4
?
Cardiology
98
4
17
0
0
0
786
412
403
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
Respiratory abnormality, unspecified
Old myocardial infarction
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,724
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
6
?
InternalMedicine
61
1
15
0
0
2
786
585
427
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
Respiratory abnormality, unspecified
Chronic kidney disease (ckd)
Paroxysmal supraventricular tachycardia
9,725
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
7
MC
Surgery-Cardiovascular/Thoracic
58
6
56
0
0
0
414
584
434
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Acute kidney failure
Cerebral thrombosis without mention of cerebral infarction
9,726
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
75
1
19
0
0
0
250.8
428
560
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Congestive heart failure, unspecified
Intussusception
9,727
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
3
CP
?
52
1
15
0
0
0
250.1
682
41
5
null
>8
Steady
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled
Cellulitis and abscess of face
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,728
AfricanAmerican
Male
[90-100)
?
Elective
Discharged/transferred to a long term care hospital.
Physician Referral
9
MC
InternalMedicine
44
1
24
0
0
0
38
284
427
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Streptococcal septicemia
Aplastic anemia and other bone marrow failure syndromes
Paroxysmal supraventricular tachycardia
9,729
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
?
42
0
12
0
0
1
787
276
427
9
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Nausea and vomiting
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
9,730
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
MC
?
29
0
18
0
0
2
428
414
585
7
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Chronic kidney disease (ckd)
9,731
Hispanic
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
5
MD
?
72
1
18
0
0
0
250.11
723
276
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
false
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Spinal stenosis in cervical region
Hyperosmolality and/or hypernatremia
9,732
Caucasian
Male
[70-80)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
4
SP
Radiologist
53
6
47
0
0
0
414
413
250.01
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Angina decubitus
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,733
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to SNF
null
7
MC
Surgery-General
15
1
17
0
0
0
153
198
197
8
>200
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 hepatic flexure
Secondary malignant neoplasm of kidney
Secondary malignant neoplasm of lung
9,734
Caucasian
Female
[80-90)
?
Urgent
Discharged to home
Emergency Room
2
MC
Emergency/Trauma
6
3
13
0
0
0
786
794
V17
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
Respiratory abnormality, unspecified
Abnormal function study of brain and central nervous system, unspecified
Family history of psychiatric condition
9,735
AfricanAmerican
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
HM
?
67
0
17
0
0
0
493
486
42
9
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Extrinsic asthma, unspecified
Pneumonia, organism unspecified
Human immunodeficiency virus [HIV] disease
9,736
Caucasian
Female
[20-30)
?
Emergency
Discharged to home
Transfer from another health care facility
4
MD
Family/GeneralPractice
70
1
10
0
0
0
250.11
682
276
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
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Cellulitis and abscess of face
Hyperosmolality and/or hypernatremia
9,737
Asian
Female
[50-60)
?
Not Available
Discharged to home
null
1
HM
?
18
1
14
2
1
0
786
782
278
9
Norm
null
Steady
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Respiratory abnormality, unspecified
Disturbance of skin sensation
Obesity, unspecified
9,738
Caucasian
Female
[60-70)
?
Urgent
Discharged/transferred to another short term hospital
Physician Referral
2
BC
?
52
2
12
0
2
0
453
576
135
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
Budd-chiari syndrome
Postcholecystectomy syndrome
Sarcoidosis
9,739
AfricanAmerican
Female
[70-80)
?
Emergency
Left AMA
Emergency Room
5
?
Family/GeneralPractice
88
2
8
0
0
0
238
599
276
7
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
Neoplasm of uncertain behavior of bone and articular cartilage
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
9,740
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Transfer from another health care facility
6
CP
InternalMedicine
34
2
9
0
0
0
161
250.02
496
5
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Malignant neoplasm of glottis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Chronic airway obstruction, not elsewhere classified
9,741
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
?
Family/GeneralPractice
38
0
6
0
0
0
453
287
250
7
null
>8
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
Budd-chiari syndrome
Allergic purpura
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,742
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
CM
?
52
0
4
0
0
0
599
401
530
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
Urinary tract infection, site not specified
Malignant essential hypertension
Achalasia and cardiospasm
9,743
AfricanAmerican
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
3
?
ObstetricsandGynecology
45
2
20
0
0
0
618
616
617
8
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Unspecified prolapse of vaginal walls
Cervicitis and endocervicitis
Endometriosis of uterus
9,744
AfricanAmerican
Male
[60-70)
?
Emergency
null
Emergency Room
13
?
?
68
1
25
0
0
1
331
780
414
7
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
Alzheimer's disease
Alteration of consciousness
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,745
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Emergency Room
3
MC
InternalMedicine
62
0
15
0
0
3
780
496
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
Alteration of consciousness
Chronic airway obstruction, not elsewhere classified
Hyperosmolality and/or hypernatremia
9,746
Other
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
8
SP
Cardiology
65
3
12
0
0
0
434
427
394
7
null
>7
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Cerebral thrombosis without mention of cerebral infarction
Paroxysmal supraventricular tachycardia
Mitral stenosis
9,747
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
3
?
Nephrology
66
1
16
0
0
1
38
250.42
428
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Streptococcal septicemia
Diabetes with renal manifestations, type II or unspecified type, uncontrolled
Congestive heart failure, unspecified
9,748
AfricanAmerican
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
3
OT
?
52
0
5
1
0
0
250.11
278
272
4
null
null
Steady
No
No
No
No
No
No
Steady
No
Steady
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Obesity, unspecified
Pure hypercholesterolemia
9,749
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
4
MC
Family/GeneralPractice
50
0
19
0
1
0
728
492
790
9
null
null
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
Steady
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Infective myositis
Emphysematous bleb
Nonspecific findings on examination of blood
9,750
Caucasian
Female
[60-70)
?
Urgent
Discharged/transferred to another short term hospital
Emergency Room
2
UN
Surgery-General
39
3
11
0
0
0
414
411
496
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Chronic airway obstruction, not elsewhere classified
9,751
Caucasian
Male
[30-40)
?
Elective
Discharged to home
Physician Referral
1
?
Orthopedics
20
3
16
0
0
0
722
250
305
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Alcohol abuse, unspecified
9,752
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
OG
?
52
0
15
0
0
0
250.1
599
41
6
null
Norm
Down
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Diabetes with ketoacidosis, type II or unspecified type, not stated as uncontrolled
Urinary tract infection, site not specified
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,753
Caucasian
Male
[60-70)
?
Not Available
Discharged/transferred to another short term hospital
null
1
MC
?
18
2
19
0
0
0
428
518
403
9
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
Congestive heart failure, unspecified
Pulmonary collapse
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,754
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
3
MC
?
1
4
27
0
0
0
724
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
true
Spinal stenosis, unspecified region
Renal colic
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,755
Caucasian
Male
[40-50)
?
null
Discharged/transferred to home with home health service
null
5
?
Family/GeneralPractice
56
2
23
1
0
2
682
250.81
707
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
Cellulitis and abscess of face
Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled
Pressure ulcer, unspecified site
9,756
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
MC
?
63
3
17
0
0
1
558
276
250
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
Other and unspecified noninfectious gastroenteritis and colitis
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,757
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
8
?
InternalMedicine
48
2
11
0
0
1
453
250
289
3
null
null
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Budd-chiari syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Polycythemia, secondary
9,758
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Physician Referral
1
?
Gastroenterology
19
2
19
1
0
0
276
414
401
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Hyperosmolality and/or hypernatremia
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
9,759
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
4
?
?
57
1
21
0
0
0
428
719
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
false
Congestive heart failure, unspecified
Effusion of joint, site unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,760
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
6
MC
?
48
0
14
0
0
10
276
204
403
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
Hyperosmolality and/or hypernatremia
Acute lymphoid leukemia, without mention of having achieved remission
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,761
Caucasian
Male
[60-70)
?
Not Available
Discharged to home
null
3
?
Family/GeneralPractice
19
0
29
0
1
0
491
486
244
8
>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
false
Simple chronic bronchitis
Pneumonia, organism unspecified
Postsurgical hypothyroidism
9,762
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
null
3
?
Cardiology
16
0
9
0
0
0
780
427
790
8
Norm
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
false
Alteration of consciousness
Paroxysmal supraventricular tachycardia
Nonspecific findings on examination of blood
9,763
?
Female
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
1
MC
Urology
50
3
6
0
0
0
592
250
401
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
false
Calculus of kidney
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
9,764
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Transfer from a hospital
1
HM
Cardiology
23
5
9
0
0
0
414
411
401
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Malignant essential hypertension
9,765
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
1
MC
Family/GeneralPractice
3
0
7
0
0
0
786
401
250
6
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
Respiratory abnormality, unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,766
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
MC
?
66
0
8
0
0
0
38
481
428
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
Streptococcal septicemia
Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]
Congestive heart failure, unspecified
9,767
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to SNF
Emergency Room
9
CP
?
61
6
33
0
0
0
824
410
277
6
null
Norm
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
true
Fracture of medial malleolus, closed
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Cystic fibrosis without mention of meconium ileus
9,768
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
1
?
Family/GeneralPractice
30
0
13
0
0
0
511
486
197
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
Pleurisy without mention of effusion or current tuberculosis
Pneumonia, organism unspecified
Secondary malignant neoplasm of lung
9,769
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
52
0
11
0
0
0
482
276
250
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
Pneumonia due to Klebsiella pneumoniae
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,770
AfricanAmerican
Male
[20-30)
?
null
Left AMA
Emergency Room
7
?
?
39
0
4
0
0
0
250.82
V15
?
2
>200
null
No
No
No
No
No
No
No
No
No
Up
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, uncontrolled
Personal history of allergy, other than to medicinal agents, presenting hazards to health
null
9,771
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
InternalMedicine
66
1
25
0
0
0
820
707
427
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
Closed fracture of intracapsular section of neck of femur, unspecified
Pressure ulcer, unspecified site
Paroxysmal supraventricular tachycardia
9,772
Caucasian
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
5
?
InternalMedicine
58
1
9
0
0
0
250.11
493
593
3
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 with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Extrinsic asthma, unspecified
Nephroptosis
9,773
AfricanAmerican
Female
[70-80)
?
Emergency
Expired
Emergency Room
9
?
Emergency/Trauma
78
2
21
0
0
1
434
518
428
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Cerebral thrombosis without mention of cerebral infarction
Pulmonary collapse
Congestive heart failure, unspecified
9,774
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Transfer from a hospital
2
?
?
1
3
6
0
0
0
414
401
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
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,775
Caucasian
Male
[40-50)
?
Elective
Discharged to home
Physician Referral
10
SP
Cardiology
74
2
31
0
0
0
518
486
250.11
3
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
false
Pulmonary collapse
Pneumonia, organism unspecified
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
9,776
Other
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
?
?
2
2
15
0
0
0
428
518
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
Congestive heart failure, unspecified
Pulmonary collapse
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,777
Caucasian
Male
[60-70)
[50-75)
Emergency
Expired
Emergency Room
13
MC
?
93
1
13
0
0
0
208
424
410
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 leukemia of unspecified cell type, without mention of having achieved remission
Mitral valve disorders
Acute myocardial infarction of anterolateral wall, episode of care unspecified
9,778
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
6
MC
InternalMedicine
69
2
20
0
0
0
250.8
730
707
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
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Acute osteomyelitis, site unspecified
Pressure ulcer, unspecified site
9,779
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
?
InternalMedicine
32
1
19
0
0
0
726
682
518
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
Adhesive capsulitis of shoulder
Cellulitis and abscess of face
Pulmonary collapse
9,780
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Radiologist
7
0
6
2
0
0
427
427
402
4
null
null
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Paroxysmal supraventricular tachycardia
Paroxysmal supraventricular tachycardia
Malignant hypertensive heart disease without heart failure
9,781
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
55
0
7
0
0
0
362
250.02
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
Other retinal disorders
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Malignant essential hypertension
9,782
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Transfer from a hospital
2
?
?
22
5
10
0
0
0
410
414
401
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
9,783
Caucasian
Male
[90-100)
?
Emergency
Discharged/transferred to SNF
Transfer from another health care facility
6
HM
InternalMedicine
62
0
14
0
0
0
486
428
427
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
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
9,784
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Transfer from another health care facility
5
?
Cardiology
40
0
17
0
0
0
428
493
410
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
Congestive heart failure, unspecified
Extrinsic asthma, unspecified
Acute myocardial infarction of anterolateral wall, episode of care unspecified
9,785
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
53
0
9
1
0
2
434
428
425
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Cerebral thrombosis without mention of cerebral infarction
Congestive heart failure, unspecified
Endomyocardial fibrosis
9,786
AfricanAmerican
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
4
?
Urology
18
2
26
0
0
0
185
998
285
9
null
null
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Malignant neoplasm of prostate
Postoperative shock, unspecified
Sideroblastic anemia
9,787
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
4
?
Surgery-Cardiovascular/Thoracic
35
2
23
0
0
0
433
433
401
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Malignant essential hypertension
9,788
Caucasian
Female
[70-80)
?
Emergency
Expired
Emergency Room
7
?
?
54
1
18
0
0
1
599
197
41
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
Secondary malignant neoplasm of lung
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
9,789
Caucasian
Female
[70-80)
?
null
Discharged to home
null
5
?
InternalMedicine
62
4
21
0
0
0
578
557
250.01
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
Hematemesis
Acute vascular insufficiency of intestine
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,790
AfricanAmerican
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Physician Referral
5
?
InternalMedicine
9
0
16
2
0
0
458
263
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
Orthostatic hypotension
Malnutrition of moderate degree
Hyperosmolality and/or hypernatremia
9,791
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Physician Referral
6
MC
InternalMedicine
54
0
17
0
0
0
250.6
707
682
5
null
>7
Steady
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Cellulitis and abscess of face
9,792
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Emergency Room
11
OG
Emergency/Trauma
1
1
8
0
0
0
510
41
493
7
null
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
false
Empyema with fistula
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
Extrinsic asthma, unspecified
9,793
Caucasian
Female
[80-90)
?
Elective
Discharged to home
Physician Referral
1
MC
InternalMedicine
37
1
4
0
0
1
285
496
780
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Sideroblastic anemia
Chronic airway obstruction, not elsewhere classified
Alteration of consciousness
9,794
AfricanAmerican
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
2
?
Cardiology
39
1
20
0
0
0
427
402
428
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
true
Paroxysmal supraventricular tachycardia
Malignant hypertensive heart disease without heart failure
Congestive heart failure, unspecified
9,795
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
38
0
27
0
0
0
486
428
493
9
null
null
No
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Extrinsic asthma, unspecified
9,796
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
1
MC
Oncology
33
0
9
0
0
1
174
250
?
2
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
Malignant neoplasm of nipple and areola of female breast
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
null
9,797
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
7
0
11
0
0
0
427
414
244
7
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Paroxysmal supraventricular tachycardia
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postsurgical hypothyroidism
9,798
Caucasian
Male
[60-70)
[100-125)
null
Discharged/transferred to home with home health service
null
6
?
Cardiology
34
5
23
4
0
0
428
427
998
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
true
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Postoperative shock, unspecified
9,799
AfricanAmerican
Male
[50-60)
?
null
Discharged to home
Emergency Room
12
?
?
61
0
16
0
0
1
486
491
250.03
6
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Pneumonia, organism unspecified
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
9,800
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Transfer from another health care facility
7
MC
Psychiatry
34
0
15
0
0
0
296
70
305
5
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
Bipolar I disorder, single manic episode, unspecified
Viral hepatitis A with hepatic coma
Alcohol abuse, unspecified