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
8,101
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
13
?
InternalMedicine
94
0
36
0
0
0
577
560
276
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
Acute pancreatitis
Intussusception
Hyperosmolality and/or hypernatremia
8,102
Caucasian
Male
[70-80)
?
Urgent
null
Transfer from a hospital
2
?
?
30
3
6
0
0
0
414
424
413
8
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Angina decubitus
8,103
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
3
MC
?
44
0
7
2
0
1
585
496
250
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Chronic kidney disease (ckd)
Chronic airway obstruction, not elsewhere classified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,104
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
1
SP
Cardiology
36
4
38
1
0
1
433
435
V45
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Basilar artery syndrome
Unspecified cardiac device in situ
8,105
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
7
?
Pathology
2
1
14
1
0
1
V57
V54
V43
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
false
Care involving breathing exercises
Other orthopedic aftercare
Eye globe replaced by other means
8,106
Caucasian
Male
[70-80)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
6
?
Cardiology
61
4
42
0
0
0
414
411
396
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
Steady
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Mitral valve stenosis and aortic valve stenosis
8,107
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
11
?
Oncology
46
3
22
0
0
1
V58
198
197
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
Encounter for radiotherapy
Secondary malignant neoplasm of kidney
Secondary malignant neoplasm of lung
8,108
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
7
HM
?
38
0
13
0
0
0
428
250
799
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
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Other ill-defined and unknown causes of morbidity and mortality
8,109
AfricanAmerican
Female
[40-50)
?
null
Discharged to home
null
1
?
Family/GeneralPractice
74
0
11
0
0
0
486
276
995
7
null
>8
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
Pneumonia, organism unspecified
Hyperosmolality and/or hypernatremia
Other anaphylactic reaction
8,110
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
?
Neurology
48
5
17
0
0
0
433
276
716
9
null
>7
No
No
No
No
No
No
Steady
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Hyperosmolality and/or hypernatremia
Kaschin-Beck disease, site unspecified
8,111
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
7
?
InternalMedicine
63
0
12
0
0
0
518
493
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
Pulmonary collapse
Extrinsic asthma, unspecified
Malignant essential hypertension
8,112
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
MC
Family/GeneralPractice
45
0
8
0
1
1
434
780
571
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
Alteration of consciousness
Alcoholic fatty liver
8,113
Hispanic
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
1
?
?
35
0
7
0
0
0
786
V08
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
Asymptomatic human immunodeficiency virus [HIV] infection status
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,114
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
MC
?
6
0
14
1
0
0
386
599
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
M_niere's disease, unspecified
Urinary tract infection, site not specified
Congestive heart failure, unspecified
8,115
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
?
?
6
0
9
0
0
2
38
403
995
7
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
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Other anaphylactic reaction
8,116
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
1
?
Cardiology
34
4
17
0
0
0
414
V10
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
Personal history of malignant neoplasm of gastrointestinal tract, unspecified
Malignant essential hypertension
8,117
Caucasian
Male
[60-70)
?
Not Available
Discharged to home
Physician Referral
1
HM
?
36
0
9
0
0
0
786
401
250
7
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Respiratory abnormality, unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,118
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
?
60
0
12
0
0
0
786
791
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
Respiratory abnormality, unspecified
Proteinuria
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,119
Caucasian
Male
[50-60)
[75-100)
Emergency
Discharged to home
Emergency Room
4
HM
InternalMedicine
66
1
14
0
0
0
198
162
250
7
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
Secondary malignant neoplasm of kidney
Malignant neoplasm of trachea
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,120
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
13
?
?
48
1
27
0
1
0
250.6
434
599
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Cerebral thrombosis without mention of cerebral infarction
Urinary tract infection, site not specified
8,121
Hispanic
Female
[50-60)
?
null
Discharged to home
Emergency Room
2
?
?
80
1
9
0
0
0
250.6
462
477
5
Norm
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Acute pharyngitis
Allergic rhinitis due to pollen
8,122
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Clinic Referral
8
?
?
47
3
21
0
0
1
398
276
427
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Rheumatic myocarditis
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
8,123
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
BC
InternalMedicine
26
0
17
0
0
0
487
493
250
5
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Influenza with pneumonia
Extrinsic asthma, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,124
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
9
?
Psychiatry
42
0
10
0
0
0
296
780
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
Bipolar I disorder, single manic episode, unspecified
Alteration of consciousness
Hyperosmolality and/or hypernatremia
8,125
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
null
12
?
Psychiatry
23
0
18
0
1
3
294
428
414
7
>200
null
No
No
No
No
No
No
Steady
No
No
Up
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Amnestic disorder in conditions classified elsewhere
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,126
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
5
?
InternalMedicine
61
0
14
0
0
1
780
599
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
Alteration of consciousness
Urinary tract infection, site not specified
Malignant essential hypertension
8,127
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Emergency Room
5
?
?
76
2
21
0
0
1
427
427
413
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
Paroxysmal supraventricular tachycardia
Paroxysmal supraventricular tachycardia
Angina decubitus
8,128
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
3
?
InternalMedicine
45
0
9
0
0
0
491
250
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
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,129
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
6
HM
?
37
0
23
1
0
0
518
491
276
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
Pulmonary collapse
Simple chronic bronchitis
Hyperosmolality and/or hypernatremia
8,130
Caucasian
Male
[40-50)
?
Elective
Discharged to home
Physician Referral
1
?
Cardiology
48
5
7
0
0
0
414
401
305
4
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
Alcohol abuse, unspecified
8,131
AfricanAmerican
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Cardiology
32
5
12
0
0
0
414
272
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Pure hypercholesterolemia
Malignant essential hypertension
8,132
AfricanAmerican
Male
[10-20)
?
Emergency
Discharged to home
Emergency Room
2
?
?
38
0
3
1
1
1
250.11
276
465
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Acute laryngopharyngitis
8,133
AfricanAmerican
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
1
?
?
23
0
11
0
0
0
250.11
276
518
4
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
Hyperosmolality and/or hypernatremia
Pulmonary collapse
8,134
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
1
?
?
30
4
20
0
0
1
786
414
401
9
null
null
Steady
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Respiratory abnormality, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
8,135
Caucasian
Male
[60-70)
?
Emergency
Expired
Emergency Room
1
UN
?
42
0
18
0
0
0
250.92
707
682
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
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Pressure ulcer, unspecified site
Cellulitis and abscess of face
8,136
Caucasian
Male
[60-70)
?
Urgent
Discharged/transferred to home with home health service
Not Mapped
6
?
?
20
1
18
0
0
0
250.8
785
681
9
null
null
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Tachycardia, unspecified
Cellulitis and abscess of finger, unspecified
8,137
Caucasian
Male
[70-80)
?
Urgent
null
Physician Referral
8
?
?
52
4
24
0
0
1
998
250
V43
7
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Postoperative shock, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Eye globe replaced by other means
8,138
Caucasian
Female
[40-50)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
MD
InternalMedicine
71
0
11
0
0
0
493
796
250
6
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
Extrinsic asthma, unspecified
Nonspecific abnormal toxicological findings
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,139
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
?
58
0
9
0
4
1
453
282
273
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
Budd-chiari syndrome
Hereditary spherocytosis
Polyclonal hypergammaglobulinemia
8,140
Caucasian
Female
[50-60)
?
Not Available
Discharged to home
null
2
?
ObstetricsandGynecology
8
1
15
2
0
0
182
250
401
4
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
Malignant neoplasm of corpus uteri, except isthmus
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
8,141
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
?
63
5
23
0
0
0
410
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
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,142
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to ICF
Physician Referral
14
?
InternalMedicine
32
2
20
0
0
1
428
486
425
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
Congestive heart failure, unspecified
Pneumonia, organism unspecified
Endomyocardial fibrosis
8,143
Caucasian
Male
[30-40)
?
Elective
Discharged/transferred to home with home health service
Clinic Referral
3
?
?
11
3
16
0
0
2
733
250.02
709
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
Osteoporosis, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Dyschromia, unspecified
8,144
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to ICF
Emergency Room
2
MC
?
45
0
19
0
0
2
428
496
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
Congestive heart failure, unspecified
Chronic airway obstruction, not elsewhere classified
Hyperosmolality and/or hypernatremia
8,145
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
3
?
Cardiology
10
3
19
0
0
0
997
427
427
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
Nervous system complication, unspecified
Paroxysmal supraventricular tachycardia
Paroxysmal supraventricular tachycardia
8,146
Caucasian
Male
[60-70)
?
null
Not Mapped
Physician Referral
2
?
Family/GeneralPractice
45
2
8
0
0
1
434
401
414
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
Cerebral thrombosis without mention of cerebral infarction
Malignant essential hypertension
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,147
Caucasian
Female
[70-80)
?
null
Discharged to home
null
11
?
Family/GeneralPractice
77
1
30
0
0
5
482
403
996
8
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
Pneumonia due to Klebsiella pneumoniae
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
8,148
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
1
CP
Family/GeneralPractice
35
3
9
1
0
0
411
272
250
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Yes
false
Postmyocardial infarction syndrome
Pure hypercholesterolemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,149
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
2
?
?
37
1
8
0
0
0
250.6
440
682
8
null
>8
Steady
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Atherosclerosis of aorta
Cellulitis and abscess of face
8,150
Caucasian
Female
[40-50)
?
Not Available
Discharged to home
null
7
?
Psychiatry
23
0
15
3
0
0
296
303
300
8
Norm
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Bipolar I disorder, single manic episode, unspecified
Acute alcoholic intoxication in alcoholism, unspecified
Anxiety state, unspecified
8,151
Caucasian
Male
[20-30)
?
Emergency
Discharged to home
Emergency Room
2
?
?
52
1
4
0
0
0
276
79
V15
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
Hyperosmolality and/or hypernatremia
Adenovirus infection in conditions classified elsewhere and of unspecified site
Personal history of allergy, other than to medicinal agents, presenting hazards to health
8,152
Caucasian
Male
[80-90)
?
Elective
Discharged to home
Physician Referral
1
?
?
8
1
17
0
0
0
433
401
250
3
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,153
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
3
?
Family/GeneralPractice
30
0
10
0
0
0
8
276
276
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Intestinal infection due to E. coli, unspecified
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
8,154
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
HM
?
43
3
19
0
1
1
410
518
276
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Pulmonary collapse
Hyperosmolality and/or hypernatremia
8,155
AfricanAmerican
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
1
MC
Cardiology
17
5
13
0
0
0
414
401
786
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
Respiratory abnormality, unspecified
8,156
Asian
Male
[80-90)
?
Urgent
Discharged/transferred to another short term hospital
Emergency Room
2
MC
Emergency/Trauma
1
3
4
0
0
0
414
411
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
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
8,157
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Emergency Room
5
?
?
38
2
15
0
0
1
578
572
571
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
Hematemesis
Abscess of liver
Alcoholic fatty liver
8,158
Caucasian
Male
[80-90)
?
Emergency
null
Emergency Room
6
?
?
49
0
8
0
0
0
435
427
401
6
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
Basilar artery syndrome
Paroxysmal supraventricular tachycardia
Malignant essential hypertension
8,159
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to SNF
Emergency Room
6
MC
Emergency/Trauma
8
0
8
0
0
1
560
599
428
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
Intussusception
Urinary tract infection, site not specified
Congestive heart failure, unspecified
8,160
AfricanAmerican
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
1
CP
Surgery-Neuro
36
3
27
0
0
0
723
305
250
4
null
null
Steady
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
Spinal stenosis in cervical region
Alcohol abuse, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,161
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
2
MC
?
44
0
13
0
0
0
584
482
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
Acute kidney failure
Pneumonia due to Klebsiella pneumoniae
Hyperosmolality and/or hypernatremia
8,162
Caucasian
Male
[20-30)
?
null
Discharged to home
null
4
?
Family/GeneralPractice
63
6
14
0
1
4
250.11
465
300
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
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Acute laryngopharyngitis
Anxiety state, unspecified
8,163
Caucasian
Male
[50-60)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
HM
?
61
5
20
1
2
6
486
496
518
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
Pneumonia, organism unspecified
Chronic airway obstruction, not elsewhere classified
Pulmonary collapse
8,164
Caucasian
Female
[50-60)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
8
?
?
63
6
35
0
0
0
440
496
518
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
true
Atherosclerosis of aorta
Chronic airway obstruction, not elsewhere classified
Pulmonary collapse
8,165
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
?
48
0
23
0
2
3
415
997
453
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Acute cor pulmonale
Nervous system complication, unspecified
Budd-chiari syndrome
8,166
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to another short term hospital
Emergency Room
1
?
?
43
1
14
0
0
1
276
427
585
8
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
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
Chronic kidney disease (ckd)
8,167
Caucasian
Female
[80-90)
?
null
Discharged/transferred to home with home health service
Emergency Room
6
?
InternalMedicine
68
0
13
0
0
0
443
250.82
682
6
Norm
Norm
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
Raynaud's syndrome
Diabetes with other specified manifestations, type II or unspecified type, uncontrolled
Cellulitis and abscess of face
8,168
Caucasian
Female
[50-60)
?
Not Available
Discharged to home
Physician Referral
2
HM
?
1
1
17
1
0
0
433
250
401
3
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
8,169
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
54
0
12
0
5
0
485
491
428
9
null
null
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Bronchopneumonia, organism unspecified
Simple chronic bronchitis
Congestive heart failure, unspecified
8,170
AfricanAmerican
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Transfer from another health care facility
4
MC
InternalMedicine
58
0
2
0
0
0
276
250
440
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
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Atherosclerosis of aorta
8,171
Caucasian
Female
[40-50)
?
Not Available
Discharged to home
null
3
MD
Family/GeneralPractice
24
1
26
0
0
2
491
518
305
9
Norm
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Simple chronic bronchitis
Pulmonary collapse
Alcohol abuse, unspecified
8,172
AfricanAmerican
Female
[30-40)
?
Not Available
Discharged to home
null
3
HM
?
15
1
19
1
0
0
278
250.01
997
7
Norm
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
Obesity, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Nervous system complication, unspecified
8,173
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Transfer from a hospital
7
HM
Surgery-Cardiovascular/Thoracic
62
0
25
0
0
0
415
453
491
5
null
null
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Acute cor pulmonale
Budd-chiari syndrome
Simple chronic bronchitis
8,174
AfricanAmerican
Male
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
6
?
?
52
2
27
0
0
0
414
411
428
9
null
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
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Congestive heart failure, unspecified
8,175
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Transfer from another health care facility
2
MD
?
77
0
6
0
0
0
786
584
250
5
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
Acute kidney failure
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,176
Caucasian
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
1
CP
?
3
2
22
0
0
0
626
998
618
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
false
Absence of menstruation
Postoperative shock, unspecified
Unspecified prolapse of vaginal walls
8,177
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to SNF
Transfer from a hospital
10
MC
?
28
3
29
0
0
2
250.7
440
403
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
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Atherosclerosis of aorta
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
8,178
Caucasian
Female
[50-60)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
6
?
?
36
1
23
0
0
0
278
250.6
278
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
Obesity, unspecified
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Obesity, unspecified
8,179
AfricanAmerican
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
1
?
InternalMedicine
40
0
11
0
0
0
785
427
496
7
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
Tachycardia, unspecified
Paroxysmal supraventricular tachycardia
Chronic airway obstruction, not elsewhere classified
8,180
AfricanAmerican
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
1
UN
InternalMedicine
39
0
7
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
Steady
No
No
No
No
No
No
Yes
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
8,181
Caucasian
Female
[30-40)
?
Elective
Discharged to home
Physician Referral
2
?
?
22
1
14
0
0
0
664
648
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
false
First-degree perineal laceration, 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
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,182
Caucasian
Male
[70-80)
?
Emergency
Expired
Emergency Room
2
MC
Osteopath
37
1
19
0
0
2
584
446
496
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Acute kidney failure
Polyarteritis nodosa
Chronic airway obstruction, not elsewhere classified
8,183
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
?
?
74
4
26
0
0
0
250.13
276
292
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
Drug withdrawal
8,184
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
SP
?
38
0
14
0
0
0
780
413
425
8
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
Alteration of consciousness
Angina decubitus
Endomyocardial fibrosis
8,185
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Emergency Room
6
SP
Emergency/Trauma
8
1
14
0
0
0
820
599
414
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
Closed fracture of intracapsular section of neck of femur, unspecified
Urinary tract infection, site not specified
Coronary atherosclerosis of unspecified type of vessel, native or graft
8,186
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Transfer from another health care facility
2
?
InternalMedicine
22
2
13
0
0
0
410
250
714
7
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Rheumatoid arthritis
8,187
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
6
?
Surgery-Cardiovascular/Thoracic
65
2
19
0
0
0
424
997
788
7
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Mitral valve disorders
Nervous system complication, unspecified
Renal colic
8,188
Caucasian
Female
[70-80)
[75-100)
null
null
null
12
?
?
70
4
22
1
0
0
197
424
309
7
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Secondary malignant neoplasm of lung
Mitral valve disorders
Adjustment disorder with depressed mood
8,189
Caucasian
Male
[70-80)
?
null
Discharged to home
Emergency Room
5
?
InternalMedicine
40
1
14
0
0
0
540
250
305
3
Norm
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
Acute appendicitis with generalized peritonitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Alcohol abuse, unspecified
8,190
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to SNF
Physician Referral
6
SP
Pulmonology
70
0
23
0
0
1
491
593
354
9
null
>7
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Simple chronic bronchitis
Nephroptosis
Carpal tunnel syndrome
8,191
AfricanAmerican
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
7
?
Urology
61
0
14
0
0
1
599
250.02
263
9
null
null
Up
No
No
No
No
No
Down
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Urinary tract infection, site not specified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Malnutrition of moderate degree
8,192
Caucasian
Male
[80-90)
?
null
Discharged to home
Clinic Referral
7
?
?
101
3
15
0
0
1
584
403
599
6
Norm
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
Acute kidney failure
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Urinary tract infection, site not specified
8,193
Caucasian
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
4
?
?
64
0
6
0
0
0
577
250.02
575
7
null
>8
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
Acute pancreatitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Acute cholecystitis
8,194
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
HM
?
38
0
13
0
0
1
8
324
250
8
null
null
Steady
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
Intestinal infection due to E. coli, unspecified
Intracranial abscess
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,195
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
2
MC
Radiologist
10
0
17
0
0
0
416
496
780
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
Primary pulmonary hypertension
Chronic airway obstruction, not elsewhere classified
Alteration of consciousness
8,196
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Emergency Room
3
MC
Pulmonology
58
0
20
1
1
2
250.02
496
333
4
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
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Chronic airway obstruction, not elsewhere classified
Other degenerative diseases of the basal ganglia
8,197
AfricanAmerican
Female
[60-70)
?
Urgent
Discharged to home
Physician Referral
2
UN
Family/GeneralPractice
54
0
7
0
0
0
564
276
250
5
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
Constipation, unspecified
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
8,198
Caucasian
Female
[90-100)
?
Urgent
Discharged/transferred to a long term care hospital.
Physician Referral
8
?
Family/GeneralPractice
36
1
21
3
0
2
998
427
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
Postoperative shock, unspecified
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
8,199
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
46
2
11
0
0
0
491
585
428
9
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Simple chronic bronchitis
Chronic kidney disease (ckd)
Congestive heart failure, unspecified
8,200
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
56
0
12
0
0
0
435
428
496
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
Basilar artery syndrome
Congestive heart failure, unspecified
Chronic airway obstruction, not elsewhere classified