Datasets:
demo-org
/
diabetes

Dataset card Viewer Files Community
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
⌀
1
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
1
CP
Surgery-Neuro
35
4
21
0
0
0
723
723
719
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
Spinal stenosis in cervical region
Spinal stenosis in cervical region
Effusion of joint, site unspecified
2
Caucasian
Female
[20-30)
[50-75)
Urgent
Discharged to home
Physician Referral
2
UN
?
8
5
5
0
0
0
664
648
285
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
Sideroblastic anemia
3
Caucasian
Male
[80-90)
?
Not Available
Discharged/transferred to home with home health service
null
7
MC
Family/GeneralPractice
12
0
21
0
0
1
481
428
276
9
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
4
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Transfer from another health care facility
4
UN
?
33
1
5
0
0
0
682
41
250
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
Cellulitis and abscess of face
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
5
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
Psychiatry
31
0
13
0
0
0
296
250.01
298
7
null
null
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Bipolar I disorder, single manic episode, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Depressive type psychosis
6
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
4
?
Cardiology
29
0
10
0
0
0
428
427
414
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
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Coronary atherosclerosis of unspecified type of vessel, native or graft
7
Caucasian
Female
[60-70)
?
Elective
Expired
Physician Referral
6
MC
InternalMedicine
46
1
20
0
0
0
434
345
584
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
Cerebral thrombosis without mention of cerebral infarction
Generalized nonconvulsive epilepsy, without mention of intractable epilepsy
Acute kidney failure
8
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
?
?
49
1
17
2
1
1
558
562
455
9
null
Norm
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Other and unspecified noninfectious gastroenteritis and colitis
Diverticulosis of small intestine (without mention of hemorrhage)
Internal hemorrhoids without mention of complication
9
Caucasian
Male
[50-60)
?
null
Discharged to home
null
3
?
Family/GeneralPractice
54
0
10
0
0
1
428
425
70
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
Endomyocardial fibrosis
Viral hepatitis A with hepatic coma
10
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
5
?
Surgery-Cardiovascular/Thoracic
47
2
12
0
0
0
440
998
998
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
true
Atherosclerosis of aorta
Postoperative shock, unspecified
Postoperative shock, unspecified
11
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to a long term care hospital.
Physician Referral
14
MC
Surgery-Cardiovascular/Thoracic
45
2
44
0
0
0
997
428
511
9
null
>7
Down
No
No
No
No
No
Steady
Steady
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Nervous system complication, unspecified
Congestive heart failure, unspecified
Pleurisy without mention of effusion or current tuberculosis
12
AfricanAmerican
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Transfer from another health care facility
2
MC
Family/GeneralPractice
60
0
8
0
0
1
250.8
799
401
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 other specified manifestations, type II or unspecified type, not stated as uncontrolled
Other ill-defined and unknown causes of morbidity and mortality
Malignant essential hypertension
13
Caucasian
Female
[80-90)
?
Urgent
Discharged to home
Physician Referral
10
HM
InternalMedicine
43
4
20
0
0
0
250.7
440
707
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
Pressure ulcer, unspecified site
14
Hispanic
Male
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
Family/GeneralPractice
43
0
17
0
0
2
428
453
426
6
null
>8
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Congestive heart failure, unspecified
Budd-chiari syndrome
Atrioventricular block, complete
15
AfricanAmerican
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
6
MC
InternalMedicine
38
0
34
0
1
0
584
486
496
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Acute kidney failure
Pneumonia, organism unspecified
Chronic airway obstruction, not elsewhere classified
16
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
50
3
19
0
0
0
414
411
427
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Paroxysmal supraventricular tachycardia
17
AfricanAmerican
Male
[30-40)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
10
?
?
66
1
11
0
0
0
250.82
707
731
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, uncontrolled
Pressure ulcer, unspecified site
Osteitis deformans without mention of bone tumor
18
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
6
?
InternalMedicine
59
0
20
0
0
1
415
428
425
9
null
null
Steady
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
Acute cor pulmonale
Congestive heart failure, unspecified
Endomyocardial fibrosis
19
AfricanAmerican
Male
[70-80)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
8
?
?
50
0
6
0
0
0
432
414
V45
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
true
Nontraumatic extradural hemorrhage
Coronary atherosclerosis of unspecified type of vessel, native or graft
Unspecified cardiac device in situ
20
Caucasian
Male
[70-80)
?
null
Not Mapped
null
1
?
Nephrology
17
1
5
0
2
4
786
581
585
7
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
true
Respiratory abnormality, unspecified
Nephrotic syndrome with lesion of proliferative glomerulonephritis
Chronic kidney disease (ckd)
21
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Emergency Room
7
SP
Emergency/Trauma
1
0
5
0
0
0
296
300
250
3
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Bipolar I disorder, single manic episode, unspecified
Anxiety state, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
22
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Transfer from a hospital
4
?
?
45
3
15
0
0
1
410
428
414
5
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
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
23
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
6
?
Family/GeneralPractice
74
2
23
0
0
2
276
157
276
9
null
null
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Hyperosmolality and/or hypernatremia
Malignant neoplasm of head of pancreas
Hyperosmolality and/or hypernatremia
24
Caucasian
Female
[80-90)
?
Urgent
Discharged to home
Physician Referral
5
MC
Gastroenterology
10
1
8
0
0
0
204
283
250.02
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Acute lymphoid leukemia, without mention of having achieved remission
Autoimmune hemolytic anemias
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
25
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to another type of inpatient care institution
Physician Referral
3
CP
Orthopedics
19
3
19
0
0
0
715
427
401
4
null
null
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Osteoarthrosis, generalized, site unspecified
Paroxysmal supraventricular tachycardia
Malignant essential hypertension
26
Caucasian
Female
[10-20)
?
Urgent
Discharged to home
Physician Referral
2
?
Cardiology-Pediatric
33
0
5
0
0
0
250.11
276
?
2
null
Norm
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
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Hyperosmolality and/or hypernatremia
null
27
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
10
MC
InternalMedicine
39
2
29
0
0
0
250.7
440
707
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Atherosclerosis of aorta
Pressure ulcer, unspecified site
28
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
7
CM
?
61
1
15
0
0
0
584
578
599
9
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Acute kidney failure
Hematemesis
Urinary tract infection, site not specified
29
AfricanAmerican
Female
[70-80)
?
Urgent
Discharged to home
Transfer from a hospital
11
MC
PhysicalMedicineandRehabilitation
13
0
12
0
0
0
V57
724
724
5
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Care involving breathing exercises
Spinal stenosis, unspecified region
Spinal stenosis, unspecified region
30
Caucasian
Female
[90-100)
?
null
Discharged/transferred to SNF
Emergency Room
3
?
InternalMedicine
68
1
6
0
0
0
584
276
401
6
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
Acute kidney failure
Hyperosmolality and/or hypernatremia
Malignant essential hypertension
31
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
6
MC
InternalMedicine
59
0
9
0
0
0
403
250
724
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
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Spinal stenosis, unspecified region
32
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
5
BC
InternalMedicine
64
0
17
0
0
0
491
276
276
5
null
>8
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Simple chronic bronchitis
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
33
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Gynecology
18
2
17
0
0
0
618
618
218
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
Unspecified prolapse of vaginal walls
Unspecified prolapse of vaginal walls
Submucous leiomyoma of uterus
34
Caucasian
Female
[80-90)
?
Elective
Discharged to home
Transfer from a hospital
12
?
?
60
4
46
0
0
0
414
411
997
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Nervous system complication, unspecified
35
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Transfer from another health care facility
4
MC
?
57
1
13
0
0
0
790
276
41
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
Nonspecific findings on examination of blood
Hyperosmolality and/or hypernatremia
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
36
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
9
?
?
78
0
18
0
0
0
593
427
496
8
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
true
Nephroptosis
Paroxysmal supraventricular tachycardia
Chronic airway obstruction, not elsewhere classified
37
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
SP
?
46
0
18
0
0
0
784
780
250
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
Headache
Alteration of consciousness
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
38
Caucasian
Female
[60-70)
?
Urgent
Discharged/transferred to another short term hospital
Emergency Room
4
MC
Pulmonology
61
0
14
2
0
1
410
428
276
9
null
null
No
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
39
Caucasian
Female
[70-80)
?
Emergency
Expired
Emergency Room
1
MC
?
48
2
13
0
0
0
824
427
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
Fracture of medial malleolus, closed
Paroxysmal supraventricular tachycardia
Hyperosmolality and/or hypernatremia
40
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
51
0
12
0
0
0
276
428
558
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
Hyperosmolality and/or hypernatremia
Congestive heart failure, unspecified
Other and unspecified noninfectious gastroenteritis and colitis
41
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to SNF
Physician Referral
13
MC
?
71
0
23
0
1
2
584
250.82
428
7
null
>8
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Acute kidney failure
Diabetes with other specified manifestations, type II or unspecified type, uncontrolled
Congestive heart failure, unspecified
42
Caucasian
Male
[70-80)
?
Emergency
null
Emergency Room
5
?
?
49
3
19
0
0
0
414
411
401
7
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Malignant essential hypertension
43
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
BC
InternalMedicine
70
0
11
0
0
0
250.11
581
403
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Nephrotic syndrome with lesion of proliferative glomerulonephritis
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
44
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Transfer from a hospital
14
HM
Nephrology
45
4
29
0
0
0
250.4
404
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
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified
Congestive heart failure, unspecified
45
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Transfer from a hospital
5
MC
?
27
2
11
1
0
1
V57
790
V43
9
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Care involving breathing exercises
Nonspecific findings on examination of blood
Eye globe replaced by other means
46
Caucasian
Female
[40-50)
?
null
Discharged to home
Emergency Room
4
?
Psychiatry
64
0
14
0
0
3
295
303
250.01
7
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Simple type schizophrenia, unspecified
Acute alcoholic intoxication in alcoholism, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
47
Caucasian
Male
[60-70)
?
Elective
null
Physician Referral
5
?
?
32
6
19
0
0
0
414
424
998
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Postoperative shock, unspecified
48
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
1
?
Emergency/Trauma
58
0
11
0
0
0
786
599
250.92
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
Respiratory abnormality, unspecified
Urinary tract infection, site not specified
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
49
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
11
?
Family/GeneralPractice
44
0
13
0
0
0
415
415
250
6
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Acute cor pulmonale
Acute cor pulmonale
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
50
Other
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
3
?
Gynecology
39
2
7
0
0
0
218
280
998
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
Submucous leiomyoma of uterus
Iron deficiency anemia secondary to blood loss (chronic)
Postoperative shock, unspecified
51
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Transfer from a hospital
4
UN
InternalMedicine
43
6
24
0
0
0
250.7
428
682
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
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Congestive heart failure, unspecified
Cellulitis and abscess of face
52
Caucasian
Male
[60-70)
?
Not Available
Discharged/transferred to SNF
null
7
MC
?
12
1
23
1
0
0
820
496
293
9
>200
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
Closed fracture of intracapsular section of neck of femur, unspecified
Chronic airway obstruction, not elsewhere classified
Delirium due to conditions classified elsewhere
53
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
?
37
0
14
0
0
0
410
426
272
9
null
null
No
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Atrioventricular block, complete
Pure hypercholesterolemia
54
Caucasian
Male
[50-60)
?
null
Discharged to home
Emergency Room
1
?
InternalMedicine
42
0
5
0
0
0
250.6
337
?
2
>300
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Idiopathic peripheral autonomic neuropathy, unspecified
null
55
Caucasian
Male
[70-80)
[75-100)
Emergency
Discharged to home
Emergency Room
5
?
Cardiology
53
3
26
1
1
1
428
414
401
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
Malignant essential hypertension
56
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
MC
Emergency/Trauma
52
1
24
1
0
3
786
428
162
9
null
null
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
Respiratory abnormality, unspecified
Congestive heart failure, unspecified
Malignant neoplasm of trachea
57
Caucasian
Male
[70-80)
?
Elective
Discharged/transferred to SNF
Not Mapped
4
?
?
58
5
29
0
0
0
996
285
250.51
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
Mechanical complication of unspecified cardiac device, implant, and graft
Sideroblastic anemia
Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled
58
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Transfer from another health care facility
7
MC
InternalMedicine
64
0
14
0
0
0
780
434
599
5
null
null
No
No
No
No
Up
No
No
No
No
No
Up
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Alteration of consciousness
Cerebral thrombosis without mention of cerebral infarction
Urinary tract infection, site not specified
59
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
null
3
?
?
11
0
10
0
0
0
250.02
276
427
8
>200
null
Steady
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
60
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Transfer from another health care facility
1
UN
Family/GeneralPractice
51
0
7
0
0
0
786
428
599
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
Congestive heart failure, unspecified
Urinary tract infection, site not specified
61
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to home with home health service
Clinic Referral
2
?
InternalMedicine
46
0
13
0
0
0
458
276
250
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
Orthostatic hypotension
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
62
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
5
MC
?
60
0
20
0
0
0
433
250.02
428
8
null
null
No
No
No
No
No
No
No
Down
No
No
No
No
No
No
No
No
No
Up
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, uncontrolled
Congestive heart failure, unspecified
63
Caucasian
Male
[60-70)
[100-125)
Elective
Discharged/transferred to home with home health service
Physician Referral
2
?
Surgery-General
14
1
13
0
0
0
715
733
250
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
Osteoarthrosis, generalized, site unspecified
Osteoporosis, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
64
Caucasian
Male
[70-80)
?
Elective
Discharged/transferred to home with home health service
Transfer from a hospital
7
?
PhysicalMedicineandRehabilitation
31
0
15
0
0
0
V57
852
599
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
true
Care involving breathing exercises
Subarachnoid hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness
Urinary tract infection, site not specified
65
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
5
?
?
46
0
4
0
0
0
453
250
593
4
null
null
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Budd-chiari syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Nephroptosis
66
Caucasian
Female
[50-60)
?
null
Discharged to home
null
2
?
Family/GeneralPractice
51
1
12
0
0
0
786
786
250
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
Respiratory abnormality, unspecified
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
67
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
8
?
?
48
6
40
0
0
0
414
155
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant neoplasm of liver, primary
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
68
AfricanAmerican
Male
[80-90)
?
Emergency
Discharged to home
Transfer from another health care facility
2
MC
InternalMedicine
66
5
10
0
0
0
434
496
331
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
Cerebral thrombosis without mention of cerebral infarction
Chronic airway obstruction, not elsewhere classified
Alzheimer's disease
69
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
7
?
?
49
0
25
0
0
2
414
411
428
9
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Congestive heart failure, unspecified
70
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
7
?
InternalMedicine
64
2
16
0
0
0
435
276
344
9
null
>7
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
Basilar artery syndrome
Hyperosmolality and/or hypernatremia
Quadriplegia, unspecified
71
Caucasian
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
2
?
Psychiatry
1
0
10
0
0
0
296
300
250
4
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Bipolar I disorder, single manic episode, unspecified
Anxiety state, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
72
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
SP
InternalMedicine
38
0
25
0
0
1
518
486
428
8
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
Pulmonary collapse
Pneumonia, organism unspecified
Congestive heart failure, unspecified
73
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
?
?
17
6
17
0
0
1
996
413
428
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
Mechanical complication of unspecified cardiac device, implant, and graft
Angina decubitus
Congestive heart failure, unspecified
74
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
2
SP
Cardiology
41
6
22
0
0
0
414
411
250.01
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
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 I [juvenile type], not stated as uncontrolled
75
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Emergency Room
1
MC
Emergency/Trauma
33
0
1
0
0
0
250.8
401
276
4
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
Malignant essential hypertension
Hyperosmolality and/or hypernatremia
76
AfricanAmerican
Female
[40-50)
?
Emergency
null
Emergency Room
5
?
Pediatrics
49
1
16
0
0
0
996
453
998
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
Mechanical complication of unspecified cardiac device, implant, and graft
Budd-chiari syndrome
Postoperative shock, unspecified
77
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
BC
?
61
0
9
0
0
0
486
250.02
276
6
null
null
No
No
No
No
No
No
Up
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Pneumonia, organism unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
78
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
2
?
InternalMedicine
54
1
17
0
0
0
540
560
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
Acute appendicitis with generalized peritonitis
Intussusception
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
79
Hispanic
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
?
?
48
0
10
0
0
0
786
733
401
6
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Respiratory abnormality, unspecified
Osteoporosis, unspecified
Malignant essential hypertension
80
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
4
MC
?
57
0
18
0
0
0
487
250.02
427
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
Influenza with pneumonia
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Paroxysmal supraventricular tachycardia
81
AfricanAmerican
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
4
CP
Orthopedics
1
2
18
0
0
0
996
285
41
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
Mechanical complication of unspecified cardiac device, implant, and graft
Sideroblastic anemia
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
82
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
32
0
24
0
0
1
845
584
585
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
true
Sprain of ankle, unspecified site
Acute kidney failure
Chronic kidney disease (ckd)
83
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
?
?
47
1
9
0
0
0
486
428
492
5
null
null
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Emphysematous bleb
84
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
3
SP
Emergency/Trauma
26
0
11
0
0
0
821
427
428
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
Closed fracture of unspecified part of femur
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
85
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
1
?
Surgery-Neuro
31
2
9
0
0
0
722
250
?
2
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
null
86
Caucasian
Female
[70-80)
[100-125)
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
7
?
?
75
2
22
1
0
0
996
790
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
true
Mechanical complication of unspecified cardiac device, implant, and graft
Nonspecific findings on examination of blood
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
87
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
5
MC
Nephrology
29
2
21
0
3
1
996
403
585
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
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
Chronic kidney disease (ckd)
88
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
5
?
Orthopedics-Reconstructive
40
1
15
0
0
0
823
250
?
2
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Closed fracture of upper end of tibia alone
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
null
89
AfricanAmerican
Female
[60-70)
?
Urgent
Expired
Physician Referral
5
?
Nephrology
51
3
17
0
0
2
996
38
995
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Mechanical complication of unspecified cardiac device, implant, and graft
Streptococcal septicemia
Other anaphylactic reaction
90
Caucasian
Female
[50-60)
?
Elective
null
Physician Referral
2
?
Orthopedics
14
1
22
0
0
0
843
255
250
4
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
Iliofemoral (ligament) sprain
Cushing's syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
91
Caucasian
Male
[50-60)
?
Not Available
Discharged/transferred to another short term hospital
null
6
MC
?
19
6
25
2
1
1
428
518
491
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
Congestive heart failure, unspecified
Pulmonary collapse
Simple chronic bronchitis
92
Asian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
InternalMedicine
47
0
10
0
2
2
38
276
599
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
Streptococcal septicemia
Hyperosmolality and/or hypernatremia
Urinary tract infection, site not specified
93
Caucasian
Female
[60-70)
?
Urgent
Discharged/transferred to another type of inpatient care institution
Physician Referral
7
?
Surgery-Neuro
38
1
26
0
0
0
722
413
401
9
null
>7
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
Displacement of cervical intervertebral disc without myelopathy
Angina decubitus
Malignant essential hypertension
94
Asian
Male
[60-70)
?
Emergency
null
Emergency Room
3
?
?
43
4
6
0
0
0
428
496
V45
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
Chronic airway obstruction, not elsewhere classified
Unspecified cardiac device in situ
95
Caucasian
Female
[60-70)
?
Not Available
Discharged/transferred to SNF
Physician Referral
4
MC
?
34
1
17
0
1
0
812
295
E888
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
Closed fracture of unspecified part of upper end of humerus
Simple type schizophrenia, unspecified
Fall resulting in striking against sharp object
96
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
8
UN
Surgery-General
31
2
11
0
0
0
153
496
V12
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
Malignant neoplasm of hepatic flexure
Chronic airway obstruction, not elsewhere classified
Personal history of unspecified infectious and parasitic disease
97
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to home with home health service
Physician Referral
3
HM
?
58
0
17
2
0
1
276
785
584
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
Hyperosmolality and/or hypernatremia
Tachycardia, unspecified
Acute kidney failure
98
Caucasian
Male
[60-70)
?
Emergency
Expired
Emergency Room
1
?
?
79
2
19
0
0
2
453
584
286
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
Budd-chiari syndrome
Acute kidney failure
Congenital factor VIII disorder
99
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
1
?
?
17
6
14
0
0
1
414
411
410
9
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Acute myocardial infarction of anterolateral wall, episode of care unspecified
100
AfricanAmerican
Male
[70-80)
?
Emergency
null
Emergency Room
5
?
?
41
0
17
0
0
1
564
250.03
414
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
true
Constipation, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
Coronary atherosclerosis of unspecified type of vessel, native or graft