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
7,001
Caucasian
Male
[60-70)
[100-125)
Emergency
Discharged to home
Emergency Room
6
MC
InternalMedicine
61
0
23
2
1
2
491
250.01
V58
9
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
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Encounter for radiotherapy
7,002
Caucasian
Female
[80-90)
?
Emergency
null
Emergency Room
1
?
?
46
0
12
1
0
2
414
427
250
6
null
>8
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,003
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
2
CM
?
35
0
7
0
0
1
276
428
787
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
Hyperosmolality and/or hypernatremia
Congestive heart failure, unspecified
Nausea and vomiting
7,004
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
8
?
Surgery-Cardiovascular/Thoracic
66
6
38
0
0
0
410
427
276
9
null
>7
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Paroxysmal supraventricular tachycardia
Hyperosmolality and/or hypernatremia
7,005
Caucasian
Male
[80-90)
?
Not Available
Discharged/transferred to home with home health service
null
2
MC
?
18
0
10
1
0
0
491
276
794
5
>300
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
Hyperosmolality and/or hypernatremia
Abnormal function study of brain and central nervous system, unspecified
7,006
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
12
MC
?
46
3
33
1
0
2
493
427
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
true
Extrinsic asthma, unspecified
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
7,007
Caucasian
Female
[30-40)
?
Elective
Discharged to home
Physician Referral
1
CP
ObstetricsandGynecology
10
1
5
0
0
0
617
625
218
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
Endometriosis of uterus
Dyspareunia
Submucous leiomyoma of uterus
7,008
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
MD
InternalMedicine
52
1
11
0
0
0
250.13
276
276
8
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
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
7,009
Caucasian
Male
[50-60)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
11
?
Surgery-Vascular
40
3
29
1
1
3
250.7
707
403
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 peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
7,010
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Physician Referral
2
MC
InternalMedicine
44
0
12
0
0
0
733
560
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
Osteoporosis, unspecified
Intussusception
Hyperosmolality and/or hypernatremia
7,011
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
4
?
?
51
2
21
0
0
0
185
250
401
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
Malignant neoplasm of prostate
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
7,012
?
Male
[50-60)
?
Not Available
Discharged to home
null
3
HM
?
15
0
13
0
0
0
682
250.02
278
8
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
Cellulitis and abscess of face
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Obesity, unspecified
7,013
Caucasian
Female
[90-100)
?
Not Available
Discharged/transferred to SNF
null
7
?
Family/GeneralPractice
23
0
15
0
1
0
276
599
276
8
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Hyperosmolality and/or hypernatremia
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
7,014
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
3
?
InternalMedicine
38
0
18
0
0
0
577
278
401
5
null
null
Steady
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Acute pancreatitis
Obesity, unspecified
Malignant essential hypertension
7,015
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
5
?
?
47
0
14
0
0
0
250.02
401
716
5
null
Norm
No
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Malignant essential hypertension
Kaschin-Beck disease, site unspecified
7,016
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
HM
Cardiology
42
0
16
0
0
0
786
496
518
9
null
null
Steady
No
No
No
No
No
No
Steady
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Respiratory abnormality, unspecified
Chronic airway obstruction, not elsewhere classified
Pulmonary collapse
7,017
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
48
2
14
0
0
0
562
577
414
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Diverticulosis of small intestine (without mention of hemorrhage)
Acute pancreatitis
Coronary atherosclerosis of unspecified type of vessel, native or graft
7,018
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
14
MC
?
67
2
40
1
0
0
486
410
584
9
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Pneumonia, organism unspecified
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Acute kidney failure
7,019
?
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
7
?
Orthopedics-Reconstructive
34
1
15
0
0
1
V57
V54
V43
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
Care involving breathing exercises
Other orthopedic aftercare
Eye globe replaced by other means
7,020
Caucasian
Female
[50-60)
?
Urgent
null
Transfer from a hospital
4
?
?
32
3
11
0
0
0
414
780
V45
9
null
null
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Alteration of consciousness
Unspecified cardiac device in situ
7,021
Caucasian
Male
[80-90)
?
null
Discharged/transferred to home with home health service
null
3
?
Nephrology
51
1
18
0
0
1
250.4
428
427
9
null
null
No
No
No
No
Steady
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
7,022
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
HM
InternalMedicine
38
2
10
0
0
0
562
250.92
211
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
Diverticulosis of small intestine (without mention of hemorrhage)
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Benign neoplasm of esophagus
7,023
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
2
MC
?
3
1
23
0
0
0
433
414
401
8
null
null
No
No
No
No
Steady
No
No
No
No
No
Steady
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
7,024
Caucasian
Female
[60-70)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
4
HM
?
29
6
30
0
0
0
738
724
727
7
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
Acquired deformity of nose
Spinal stenosis, unspecified region
Synovitis and tenosynovitis, unspecified
7,025
Other
Male
[50-60)
?
Elective
Discharged/transferred to another short term hospital
Emergency Room
6
UN
Surgery-General
31
6
20
0
0
0
410
420
287
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Acute pericarditis in diseases classified elsewhere
Allergic purpura
7,026
AfricanAmerican
Female
[40-50)
?
Emergency
null
Emergency Room
6
?
?
57
3
23
0
0
0
560
799
70
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
Intussusception
Other ill-defined and unknown causes of morbidity and mortality
Viral hepatitis A with hepatic coma
7,027
AfricanAmerican
Female
[20-30)
?
null
Discharged to home
Emergency Room
5
?
InternalMedicine
51
0
10
0
0
2
250.12
599
276
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
Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
7,028
Caucasian
Female
[70-80)
[50-75)
null
Expired
null
4
?
InternalMedicine
76
1
17
0
0
1
518
427
276
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Pulmonary collapse
Paroxysmal supraventricular tachycardia
Hyperosmolality and/or hypernatremia
7,029
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
7
UN
Psychiatry
46
0
16
0
0
0
298
296
530
5
null
>8
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
Depressive type psychosis
Bipolar I disorder, single manic episode, unspecified
Achalasia and cardiospasm
7,030
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Emergency Room
5
MD
Emergency/Trauma
43
0
23
0
4
1
493
276
466
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
Extrinsic asthma, unspecified
Hyperosmolality and/or hypernatremia
Acute bronchitis
7,031
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
14
MC
Family/GeneralPractice
46
1
26
0
0
0
599
263
707
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
Urinary tract infection, site not specified
Malnutrition of moderate degree
Pressure ulcer, unspecified site
7,032
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
Surgery-General
47
2
11
0
0
0
574
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
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
7,033
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to SNF
Physician Referral
8
MD
?
67
2
22
0
0
0
576
?
276
8
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
Postcholecystectomy syndrome
null
Hyperosmolality and/or hypernatremia
7,034
Caucasian
Female
[20-30)
?
Elective
Discharged to home
Physician Referral
2
UN
Family/GeneralPractice
1
1
11
0
0
0
278
250
401
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Obesity, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
7,035
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
3
UN
InternalMedicine
56
0
9
0
0
0
486
599
255
5
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
Pneumonia, organism unspecified
Urinary tract infection, site not specified
Cushing's syndrome
7,036
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
?
39
0
8
0
0
0
276
427
593
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
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
Nephroptosis
7,037
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
1
?
InternalMedicine
2
0
20
0
0
0
493
424
427
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Extrinsic asthma, unspecified
Mitral valve disorders
Paroxysmal supraventricular tachycardia
7,038
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
3
MC
Emergency/Trauma
41
0
5
0
0
0
959
682
920
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
Injury other and unspecified
Cellulitis and abscess of face
Contusion of face, scalp, and neck except eye(s)
7,039
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
6
?
Emergency/Trauma
71
1
8
0
1
0
415
592
276
9
null
>8
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
Acute cor pulmonale
Calculus of kidney
Hyperosmolality and/or hypernatremia
7,040
Caucasian
Female
[50-60)
?
Urgent
Discharged/transferred to home with home health service
Transfer from a hospital
14
?
?
89
6
59
0
0
0
396
427
398
9
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
false
Mitral valve stenosis and aortic valve stenosis
Paroxysmal supraventricular tachycardia
Rheumatic myocarditis
7,041
Caucasian
Male
[50-60)
?
Not Available
Expired
null
2
?
Family/GeneralPractice
25
1
17
0
0
0
728
38
276
8
>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
false
Infective myositis
Streptococcal septicemia
Hyperosmolality and/or hypernatremia
7,042
Caucasian
Male
[50-60)
[75-100)
null
Expired
null
5
?
Cardiology
64
1
18
0
0
1
38
410
250.4
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
Streptococcal septicemia
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
7,043
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
11
MC
Surgery-Cardiovascular/Thoracic
65
6
65
0
0
0
414
428
280
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
Congestive heart failure, unspecified
Iron deficiency anemia secondary to blood loss (chronic)
7,044
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to another short term hospital
Emergency Room
2
MC
Emergency/Trauma
6
3
11
0
0
0
414
411
250
8
null
>7
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
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
7,045
Caucasian
Male
[70-80)
?
Emergency
Expired
Emergency Room
6
MC
?
51
6
32
0
0
0
801
780
496
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
false
Closed fracture of base of skull without mention of intra cranial injury, unspecified state of consciousness
Alteration of consciousness
Chronic airway obstruction, not elsewhere classified
7,046
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to home with home health service
null
4
MC
Family/GeneralPractice
9
0
15
0
0
1
487
276
287
9
Norm
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
Influenza with pneumonia
Hyperosmolality and/or hypernatremia
Allergic purpura
7,047
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
null
7
?
Pulmonology
14
1
12
0
0
0
197
198
V45
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
Secondary malignant neoplasm of lung
Secondary malignant neoplasm of kidney
Unspecified cardiac device in situ
7,048
Caucasian
Female
[50-60)
?
Not Available
Discharged to home
null
3
?
?
1
2
10
5
0
0
278
135
250
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
Obesity, unspecified
Sarcoidosis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,049
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
BC
Surgery-General
38
1
20
0
0
1
540
250
410
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
Acute appendicitis with generalized peritonitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Acute myocardial infarction of anterolateral wall, episode of care unspecified
7,050
Caucasian
Female
[60-70)
[100-125)
Urgent
Discharged to home
Physician Referral
6
MC
InternalMedicine
50
0
15
2
0
0
491
428
416
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
Simple chronic bronchitis
Congestive heart failure, unspecified
Primary pulmonary hypertension
7,051
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Physician Referral
2
?
?
68
3
20
0
0
0
414
411
250.02
5
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
7,052
Caucasian
Female
[70-80)
?
Emergency
null
Emergency Room
1
?
?
34
2
8
0
0
0
285
535
536
5
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Sideroblastic anemia
Acute gastritis, without mention of hemorrhage
Achlorhydria
7,053
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
1
?
Cardiology
58
0
6
0
0
0
780
428
276
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Alteration of consciousness
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
7,054
Hispanic
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
14
?
InternalMedicine
35
3
24
0
0
1
574
250.02
397
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Diseases of tricuspid valve
7,055
Caucasian
Female
[70-80)
[75-100)
Emergency
Discharged to home
Emergency Room
3
?
?
50
0
12
0
0
1
402
358
424
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
Malignant hypertensive heart disease without heart failure
Myasthenia gravis without (acute) exacerbation
Mitral valve disorders
7,056
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
Family/GeneralPractice
65
0
17
0
0
0
562
276
8
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
false
Diverticulosis of small intestine (without mention of hemorrhage)
Hyperosmolality and/or hypernatremia
Intestinal infection due to E. coli, unspecified
7,057
Caucasian
Female
[80-90)
?
null
Discharged to home
null
1
?
Cardiology
49
0
9
0
0
0
427
428
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
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,058
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
SP
?
10
0
17
1
0
0
847
E885
E849
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
Steady
No
No
No
Ch
Yes
false
Sprain of neck
Fall from (nonmotorized) scooter
Home accidents
7,059
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
3
MC
InternalMedicine
72
1
20
2
1
0
427
162
496
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
Paroxysmal supraventricular tachycardia
Malignant neoplasm of trachea
Chronic airway obstruction, not elsewhere classified
7,060
AfricanAmerican
Female
[90-100)
?
Urgent
Discharged/transferred to SNF
Physician Referral
4
?
InternalMedicine
39
0
3
0
0
0
578
428
397
7
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Hematemesis
Congestive heart failure, unspecified
Diseases of tricuspid valve
7,061
Caucasian
Female
[70-80)
?
Urgent
Left AMA
Physician Referral
3
?
?
55
0
13
0
0
0
786
428
427
9
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Respiratory abnormality, unspecified
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
7,062
Caucasian
Male
[30-40)
?
Urgent
Discharged to home
Physician Referral
3
UN
InternalMedicine
60
0
8
0
0
0
250.02
696
272
5
null
>8
Up
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Psoriatic arthropathy
Pure hypercholesterolemia
7,063
Caucasian
Male
[60-70)
?
Not Available
Discharged to home
Physician Referral
1
MC
?
55
0
13
0
0
0
414
424
593
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Nephroptosis
7,064
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
5
MC
?
26
3
12
0
0
1
428
427
438
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
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Late effects of cerebrovascular disease, cognitive deficits
7,065
AfricanAmerican
Female
[50-60)
?
Emergency
null
Emergency Room
3
?
Family/GeneralPractice
38
0
11
0
0
0
787
250.02
789
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Nausea and vomiting
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Abdominal pain, unspecified site
7,066
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
BC
?
32
6
7
0
0
0
414
411
250
7
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
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
7,067
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to home with home health service
null
1
?
Cardiology
19
0
8
0
0
0
414
424
428
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Congestive heart failure, unspecified
7,068
AfricanAmerican
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
4
?
InternalMedicine
24
1
6
0
0
2
276
584
403
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Hyperosmolality and/or hypernatremia
Acute kidney failure
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
7,069
AfricanAmerican
Male
[70-80)
?
Emergency
null
Emergency Room
3
?
?
28
0
2
0
0
2
458
585
250.4
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
Orthostatic hypotension
Chronic kidney disease (ckd)
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
7,070
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
1
MC
Family/GeneralPractice
1
1
15
0
0
0
174
496
610
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Malignant neoplasm of nipple and areola of female breast
Chronic airway obstruction, not elsewhere classified
Solitary cyst of breast
7,071
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
5
MC
?
63
0
12
0
0
1
491
518
799
8
null
>7
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
Simple chronic bronchitis
Pulmonary collapse
Other ill-defined and unknown causes of morbidity and mortality
7,072
AfricanAmerican
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
4
MC
Urology
1
1
14
0
0
1
189
518
496
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
Malignant neoplasm of kidney, except pelvis
Pulmonary collapse
Chronic airway obstruction, not elsewhere classified
7,073
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Physician Referral
3
HM
?
29
4
21
0
0
0
188
425
228
8
null
null
No
No
No
No
No
No
No
Down
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Malignant neoplasm of trigone of urinary bladder
Endomyocardial fibrosis
Hemangioma of unspecified site
7,074
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
?
?
67
0
16
0
0
0
410
204
401
8
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Acute lymphoid leukemia, without mention of having achieved remission
Malignant essential hypertension
7,075
AfricanAmerican
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
1
UN
Cardiology
27
0
7
0
0
0
427
780
250.5
5
null
null
No
No
No
No
No
No
No
Steady
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Paroxysmal supraventricular tachycardia
Alteration of consciousness
Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled
7,076
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
4
?
Urology
34
4
13
0
0
0
618
788
250
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
Unspecified prolapse of vaginal walls
Renal colic
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,077
Caucasian
Male
[20-30)
?
Emergency
Discharged to home
Physician Referral
3
SP
?
51
0
12
0
0
0
250.11
276
275
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], not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Disorders of mineral metabolism
7,078
Caucasian
Female
[70-80)
?
null
Discharged to home
Transfer from a hospital
13
?
Psychiatry
51
2
22
0
0
4
296
496
250
6
null
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
Bipolar I disorder, single manic episode, unspecified
Chronic airway obstruction, not elsewhere classified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,079
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
7
?
InternalMedicine
58
0
15
0
0
0
780
287
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
Alteration of consciousness
Allergic purpura
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
7,080
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to SNF
Physician Referral
9
MC
Radiologist
41
2
13
0
0
0
427
427
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
Paroxysmal supraventricular tachycardia
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,081
Caucasian
Male
[70-80)
?
Emergency
Expired
Emergency Room
14
CP
?
55
6
35
0
0
0
824
807
250.01
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
Fracture of medial malleolus, closed
Closed fracture of rib(s), unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
7,082
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
4
MC
Surgery-Neuro
46
1
14
0
0
0
227
401
250
4
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
Benign neoplasm of adrenal gland
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,083
Caucasian
Male
[30-40)
?
Not Available
Discharged to home
null
6
?
Psychiatry
23
0
8
0
1
0
296
304
486
5
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
Bipolar I disorder, single manic episode, unspecified
Opioid type dependence, unspecified
Pneumonia, organism unspecified
7,084
Caucasian
Male
[50-60)
?
Elective
Discharged/transferred to another short term hospital
Physician Referral
5
?
InternalMedicine
43
3
16
0
0
0
V57
198
189
9
null
null
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
Care involving breathing exercises
Secondary malignant neoplasm of kidney
Malignant neoplasm of kidney, except pelvis
7,085
Hispanic
Female
[50-60)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
?
42
0
19
0
0
3
486
428
250.52
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
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Diabetes with ophthalmic manifestations, type II or unspecified type, uncontrolled
7,086
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
10
?
Family/GeneralPractice
42
0
8
0
0
2
433
425
784
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Endomyocardial fibrosis
Headache
7,087
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
3
BC
?
55
0
15
0
0
0
780
427
53
9
null
>8
No
No
No
No
Steady
No
No
No
No
No
Steady
No
Down
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Alteration of consciousness
Paroxysmal supraventricular tachycardia
Herpes zoster with meningitis
7,088
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
HM
?
65
0
15
0
0
0
427
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
true
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
Chronic airway obstruction, not elsewhere classified
7,089
Caucasian
Male
[40-50)
?
Not Available
Discharged to home
null
1
BC
Psychiatry
18
0
6
0
0
0
296
303
300
9
>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
Bipolar I disorder, single manic episode, unspecified
Acute alcoholic intoxication in alcoholism, unspecified
Anxiety state, unspecified
7,090
Caucasian
Female
[40-50)
?
Not Mapped
Discharged to home
Physician Referral
5
?
Surgery-Neuro
58
3
28
0
0
0
756
250.92
285
5
null
null
Steady
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Anomalies of skull and face bones
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Sideroblastic anemia
7,091
Caucasian
Male
[50-60)
[100-125)
null
Discharged to home
null
6
?
Cardiology
67
5
44
0
0
0
414
272
250
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
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
7,092
Caucasian
Female
[30-40)
?
null
Not Mapped
Emergency Room
4
?
Psychiatry
30
0
11
0
0
0
296
250.01
?
2
null
>8
Down
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
Bipolar I disorder, single manic episode, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
null
7,093
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
6
?
Surgery-Cardiovascular
7
2
10
0
0
0
722
250
780
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Alteration of consciousness
7,094
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
?
?
40
0
18
0
0
0
780
401
440
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
Alteration of consciousness
Malignant essential hypertension
Atherosclerosis of aorta
7,095
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
1
MC
Family/GeneralPractice
42
0
7
0
0
1
428
311
414
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
Congestive heart failure, unspecified
Depressive disorder, not elsewhere classified
Coronary atherosclerosis of unspecified type of vessel, native or graft
7,096
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
null
1
?
Cardiology
3
0
7
0
0
0
411
281
250
4
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
Postmyocardial infarction syndrome
Pernicious anemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,097
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Clinic Referral
8
?
?
72
4
25
0
0
0
410
V63
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Residence remote from hospital or other health care facility
Paroxysmal supraventricular tachycardia
7,098
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
5
?
?
45
0
16
1
1
1
428
401
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
false
Congestive heart failure, unspecified
Malignant essential hypertension
Paroxysmal supraventricular tachycardia
7,099
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
9
MC
?
80
0
28
0
0
1
584
276
250.92
8
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Acute kidney failure
Hyperosmolality and/or hypernatremia
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
7,100
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to SNF
Emergency Room
4
SP
Emergency/Trauma
27
3
16
0
0
0
414
411
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Malignant essential hypertension