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
⌀
9,901
Caucasian
Male
[80-90)
?
null
Discharged to home
null
2
?
Cardiology
42
0
9
0
0
0
493
427
599
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
Extrinsic asthma, unspecified
Paroxysmal supraventricular tachycardia
Urinary tract infection, site not specified
9,902
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
8
MC
?
61
1
27
0
2
0
996
403
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
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
Congestive heart failure, unspecified
9,903
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to another short term hospital
null
1
MC
?
15
0
8
0
0
1
428
584
511
9
Norm
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Congestive heart failure, unspecified
Acute kidney failure
Pleurisy without mention of effusion or current tuberculosis
9,904
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Transfer from a hospital
4
?
?
53
1
11
0
0
1
8
585
428
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
Intestinal infection due to E. coli, unspecified
Chronic kidney disease (ckd)
Congestive heart failure, unspecified
9,905
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Transfer from a hospital
4
?
?
71
3
34
0
0
0
414
411
305
7
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
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Alcohol abuse, unspecified
9,906
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to SNF
null
5
?
?
26
0
10
0
0
0
486
599
427
8
Norm
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Pneumonia, organism unspecified
Urinary tract infection, site not specified
Paroxysmal supraventricular tachycardia
9,907
AfricanAmerican
Female
[70-80)
?
Emergency
null
Emergency Room
13
?
?
43
1
20
0
0
1
415
578
496
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Acute cor pulmonale
Hematemesis
Chronic airway obstruction, not elsewhere classified
9,908
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
null
5
?
Psychiatry
2
0
10
0
0
0
294
298
295
6
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
Amnestic disorder in conditions classified elsewhere
Depressive type psychosis
Simple type schizophrenia, unspecified
9,909
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
?
?
55
0
9
0
0
1
404
585
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
Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified
Chronic kidney disease (ckd)
Congestive heart failure, unspecified
9,910
Caucasian
Female
[90-100)
[50-75)
Emergency
Discharged to home
Transfer from another health care facility
2
MC
?
54
0
5
0
0
1
8
276
515
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
Intestinal infection due to E. coli, unspecified
Hyperosmolality and/or hypernatremia
Postinflammatory pulmonary fibrosis
9,911
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to SNF
null
3
MC
?
17
2
11
2
1
0
531
285
535
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
Acute gastric ulcer with hemorrhage, without mention of obstruction
Sideroblastic anemia
Acute gastritis, without mention of hemorrhage
9,912
Caucasian
Male
[70-80)
?
Urgent
Expired
Emergency Room
1
MC
Emergency/Trauma
36
1
6
0
1
0
427
780
780
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
Paroxysmal supraventricular tachycardia
Alteration of consciousness
Alteration of consciousness
9,913
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
2
MC
Surgery-Neuro
38
2
34
0
0
1
331
996
250
4
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
true
Alzheimer's disease
Mechanical complication of unspecified cardiac device, implant, and graft
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,914
Caucasian
Male
[60-70)
?
Not Available
Discharged/transferred to home with home health service
null
6
?
?
23
0
23
1
0
0
491
427
276
8
>300
null
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Simple chronic bronchitis
Paroxysmal supraventricular tachycardia
Hyperosmolality and/or hypernatremia
9,915
AfricanAmerican
Male
[40-50)
?
null
Discharged/transferred to home with home health service
null
5
?
Family/GeneralPractice
69
6
21
0
0
0
402
425
427
9
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Malignant hypertensive heart disease without heart failure
Endomyocardial fibrosis
Paroxysmal supraventricular tachycardia
9,916
Caucasian
Male
[50-60)
[125-150)
Elective
Discharged to home
Physician Referral
7
MC
Cardiology
52
4
25
0
0
0
427
425
427
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Paroxysmal supraventricular tachycardia
Endomyocardial fibrosis
Paroxysmal supraventricular tachycardia
9,917
Caucasian
Male
[80-90)
?
null
Discharged to home
null
4
?
InternalMedicine
55
2
10
0
0
0
428
427
250
9
null
null
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,918
AfricanAmerican
Female
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
3
?
Orthopedics-Reconstructive
39
2
35
0
0
0
715
250.02
428
9
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
Osteoarthrosis, generalized, site unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Congestive heart failure, unspecified
9,919
?
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
1
HM
Surgery-Neuro
30
2
15
0
0
0
724
727
250
4
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
Spinal stenosis, unspecified region
Synovitis and tenosynovitis, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,920
Caucasian
Female
[90-100)
?
Not Available
Discharged/transferred to SNF
Physician Referral
3
MC
?
59
1
12
1
0
0
428
427
280
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
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Iron deficiency anemia secondary to blood loss (chronic)
9,921
Caucasian
Female
[70-80)
?
null
Not Mapped
Transfer from a hospital
7
?
Psychiatry
1
0
10
0
0
0
296
293
780
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
Bipolar I disorder, single manic episode, unspecified
Delirium due to conditions classified elsewhere
Alteration of consciousness
9,922
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
6
MC
?
2
0
8
0
0
0
453
496
401
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
true
Budd-chiari syndrome
Chronic airway obstruction, not elsewhere classified
Malignant essential hypertension
9,923
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
3
DM
?
51
0
11
0
0
0
250.13
276
276
9
null
null
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
9,924
Caucasian
Female
[90-100)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
4
?
InternalMedicine
52
0
16
0
0
0
428
427
414
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,925
Caucasian
Male
[20-30)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
54
0
8
0
0
0
250.12
493
?
2
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
Extrinsic asthma, unspecified
null
9,926
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
1
CM
?
28
3
9
0
0
0
427
578
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
Paroxysmal supraventricular tachycardia
Hematemesis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,927
Caucasian
Female
[80-90)
?
Urgent
null
Transfer from a hospital
8
?
?
35
5
24
0
0
0
414
411
401
6
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
Postmyocardial infarction syndrome
Malignant essential hypertension
9,928
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to home with home health service
null
3
?
?
19
2
14
0
0
1
518
491
276
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
Pulmonary collapse
Simple chronic bronchitis
Hyperosmolality and/or hypernatremia
9,929
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
MC
Emergency/Trauma
61
2
15
0
1
2
562
792
276
9
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Diverticulosis of small intestine (without mention of hemorrhage)
Nonspecific abnormal findings in cerebrospinal fluid
Hyperosmolality and/or hypernatremia
9,930
Caucasian
Female
[40-50)
?
Not Available
Discharged to home
Physician Referral
2
BC
?
37
0
8
0
0
0
560
250.01
278
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Intussusception
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Obesity, unspecified
9,931
AfricanAmerican
Female
[70-80)
?
Urgent
Discharged/transferred to ICF
Transfer from a hospital
13
MC
Surgery-General
33
0
16
0
0
2
998
443
250
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
Postoperative shock, unspecified
Raynaud's syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,932
Caucasian
Male
[70-80)
?
null
Discharged to home
null
3
?
Orthopedics-Reconstructive
51
2
24
0
0
0
715
496
401
8
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
Osteoarthrosis, generalized, site unspecified
Chronic airway obstruction, not elsewhere classified
Malignant essential hypertension
9,933
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
6
MC
Emergency/Trauma
58
0
18
0
0
0
599
276
434
9
null
null
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
Cerebral thrombosis without mention of cerebral infarction
9,934
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
13
?
Nephrology
80
2
30
0
0
2
820
403
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
Closed fracture of intracapsular section of neck of femur, unspecified
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Hyperosmolality and/or hypernatremia
9,935
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
1
?
InternalMedicine
9
0
5
0
0
0
786
V45
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
Respiratory abnormality, unspecified
Unspecified cardiac device in situ
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,936
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
8
?
?
52
3
3
0
0
1
V57
781
599
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
Care involving breathing exercises
Abnormal involuntary movements
Urinary tract infection, site not specified
9,937
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
9
?
Family/GeneralPractice
51
0
13
0
0
3
276
496
428
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
true
Hyperosmolality and/or hypernatremia
Chronic airway obstruction, not elsewhere classified
Congestive heart failure, unspecified
9,938
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
OG
Gastroenterology
67
0
18
0
0
0
428
242
401
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
Congestive heart failure, unspecified
Toxic diffuse goiter without mention of thyrotoxic crisis or storm
Malignant essential hypertension
9,939
Caucasian
Female
[80-90)
?
Elective
Expired
Physician Referral
14
MC
Nephrology
68
4
50
0
0
0
584
38
995
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
Streptococcal septicemia
Other anaphylactic reaction
9,940
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
7
?
Urology
14
2
19
0
0
0
593
591
729
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
true
Nephroptosis
Hydronephrosis
Rheumatism, unspecified and fibrositis
9,941
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
4
SP
?
62
2
19
0
0
1
576
155
537
6
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
true
Postcholecystectomy syndrome
Malignant neoplasm of liver, primary
Acquired hypertrophic pyloric stenosis
9,942
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
?
?
40
1
34
0
0
0
820
V42
V42
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
Closed fracture of intracapsular section of neck of femur, unspecified
Kidney replaced by transplant
Kidney replaced by transplant
9,943
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
8
MC
Emergency/Trauma
20
2
13
0
0
0
440
707
707
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
Atherosclerosis of aorta
Pressure ulcer, unspecified site
Pressure ulcer, unspecified site
9,944
AfricanAmerican
Female
[40-50)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
4
?
Orthopedics-Reconstructive
34
2
28
0
0
0
722
730
401
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
Displacement of cervical intervertebral disc without myelopathy
Acute osteomyelitis, site unspecified
Malignant essential hypertension
9,945
Asian
Female
[60-70)
?
Urgent
Discharged to home
Emergency Room
2
SP
Emergency/Trauma
7
2
8
0
0
0
379
401
250
3
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
false
Scleritis, unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,946
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Physician Referral
2
MC
Surgery-General
11
1
10
0
0
0
227
252
530
5
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
Benign neoplasm of adrenal gland
Hyperparathyroidism, unspecified
Achalasia and cardiospasm
9,947
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Physician Referral
2
MC
?
9
1
10
0
0
0
150
496
443
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
Malignant neoplasm of cervical esophagus
Chronic airway obstruction, not elsewhere classified
Raynaud's syndrome
9,948
Caucasian
Female
[40-50)
?
Urgent
Discharged to home
Physician Referral
2
?
ObstetricsandGynecology
37
2
14
0
0
0
218
218
616
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
Submucous leiomyoma of uterus
Submucous leiomyoma of uterus
Cervicitis and endocervicitis
9,949
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
2
MC
InternalMedicine
37
0
13
0
0
3
724
250.02
276
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
true
Spinal stenosis, unspecified region
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
9,950
Caucasian
Male
[80-90)
?
Not Available
Discharged/transferred to SNF
Physician Referral
6
MC
?
34
0
22
1
0
0
486
427
396
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
Pneumonia, organism unspecified
Paroxysmal supraventricular tachycardia
Mitral valve stenosis and aortic valve stenosis
9,951
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Emergency Room
4
MC
?
68
2
13
0
0
0
552
486
427
7
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
Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)
Pneumonia, organism unspecified
Paroxysmal supraventricular tachycardia
9,952
Caucasian
Female
[60-70)
?
Elective
null
Physician Referral
4
?
Orthopedics
11
1
21
0
0
0
715
401
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
true
Osteoarthrosis, generalized, site unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,953
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged/transferred to SNF
Transfer from another health care facility
4
MC
Family/GeneralPractice
57
0
4
0
0
1
599
250.6
536
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Urinary tract infection, site not specified
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Achlorhydria
9,954
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
10
?
Family/GeneralPractice
68
4
41
0
0
0
410
428
427
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
9,955
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
10
MC
?
63
0
22
0
0
2
507
780
427
9
null
null
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Pneumonitis due to inhalation of food or vomitus
Alteration of consciousness
Paroxysmal supraventricular tachycardia
9,956
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
2
?
InternalMedicine
43
0
5
0
0
0
786
135
719
6
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
Respiratory abnormality, unspecified
Sarcoidosis
Effusion of joint, site unspecified
9,957
Caucasian
Male
[10-20)
?
null
Not Mapped
Emergency Room
2
?
Psychiatry
61
0
4
0
0
0
295
382
250
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
Simple type schizophrenia, unspecified
Acute suppurative otitis media without spontaneous rupture of eardrum
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,958
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to SNF
null
3
?
?
19
1
13
0
0
0
38
276
250.02
6
>300
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
Streptococcal septicemia
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,959
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
?
30
1
16
0
0
0
410
404
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
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
9,960
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to SNF
Physician Referral
3
MC
?
49
0
13
0
0
0
719
599
V54
9
null
>7
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
false
Effusion of joint, site unspecified
Urinary tract infection, site not specified
Other orthopedic aftercare
9,961
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
6
MC
?
49
3
17
0
0
2
532
285
250
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
true
Acute duodenal ulcer with hemorrhage, without mention of obstruction
Sideroblastic anemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,962
AfricanAmerican
Male
[80-90)
?
Urgent
Expired
Emergency Room
12
MC
Surgery-General
47
0
14
0
0
1
415
197
276
9
null
null
No
No
No
No
No
No
No
Steady
No
No
Up
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Acute cor pulmonale
Secondary malignant neoplasm of lung
Hyperosmolality and/or hypernatremia
9,963
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
2
?
?
43
0
12
0
0
1
250
276
331
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 mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Alzheimer's disease
9,964
Caucasian
Female
[0-10)
?
Elective
Discharged to home
Physician Referral
6
?
Anesthesiology-Pediatric
65
1
21
0
0
0
250.13
299
250.83
8
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Autistic disorder, current or active state
Diabetes with other specified manifestations, type I [juvenile type], uncontrolled
9,965
Caucasian
Male
[60-70)
?
Elective
null
Physician Referral
4
?
Orthopedics
35
4
18
0
0
0
722
724
738
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
Displacement of cervical intervertebral disc without myelopathy
Spinal stenosis, unspecified region
Acquired deformity of nose
9,966
AfricanAmerican
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
9
SP
Pulmonology
91
1
28
0
0
1
515
799
359
9
null
>7
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Postinflammatory pulmonary fibrosis
Other ill-defined and unknown causes of morbidity and mortality
Congenital hereditary muscular dystrophy
9,967
?
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
41
0
14
0
0
0
491
515
714
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
Simple chronic bronchitis
Postinflammatory pulmonary fibrosis
Rheumatoid arthritis
9,968
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
?
57
0
10
0
0
0
276
285
250
4
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
Hyperosmolality and/or hypernatremia
Sideroblastic anemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,969
Caucasian
Male
[80-90)
?
Emergency
Hospice / medical facility
Emergency Room
11
?
InternalMedicine
70
0
29
0
0
0
507
496
250.02
9
null
Norm
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Pneumonitis due to inhalation of food or vomitus
Chronic airway obstruction, not elsewhere classified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
9,970
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
PO
?
42
1
14
0
0
0
812
250
401
6
null
null
Up
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
Closed fracture of unspecified part of upper end of humerus
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
9,971
Caucasian
Male
[30-40)
?
Elective
null
Physician Referral
3
?
Orthopedics
20
2
26
0
0
0
722
V45
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
Displacement of cervical intervertebral disc without myelopathy
Unspecified cardiac device in situ
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,972
Caucasian
Female
[70-80)
[75-100)
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
9
MC
InternalMedicine
75
1
18
0
0
0
532
280
785
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
Acute duodenal ulcer with hemorrhage, without mention of obstruction
Iron deficiency anemia secondary to blood loss (chronic)
Tachycardia, unspecified
9,973
Caucasian
Female
[50-60)
?
Urgent
Discharged/transferred to another type of inpatient care institution
Physician Referral
10
?
Pulmonology
33
3
11
0
0
0
438
427
997
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
Late effects of cerebrovascular disease, cognitive deficits
Paroxysmal supraventricular tachycardia
Nervous system complication, unspecified
9,974
Caucasian
Male
[80-90)
?
Emergency
null
Emergency Room
4
?
?
36
0
11
0
0
1
290
428
437
6
null
>8
Steady
No
No
No
No
No
No
Steady
No
Steady
No
Steady
Steady
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Senile dementia, uncomplicated
Congestive heart failure, unspecified
Cerebral atherosclerosis
9,975
Caucasian
Male
[80-90)
?
null
Discharged/transferred to home with home health service
Emergency Room
3
?
InternalMedicine
65
1
11
0
0
1
274
724
599
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
Gouty arthropathy, unspecified
Spinal stenosis, unspecified region
Urinary tract infection, site not specified
9,976
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
12
?
?
65
0
29
0
0
0
493
518
428
7
null
null
No
No
No
No
No
No
Steady
No
No
No
Up
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Extrinsic asthma, unspecified
Pulmonary collapse
Congestive heart failure, unspecified
9,977
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
SP
?
34
0
12
0
0
1
491
250
V15
5
null
null
No
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Personal history of allergy, other than to medicinal agents, presenting hazards to health
9,978
Hispanic
Female
[60-70)
?
Urgent
Discharged to home
Emergency Room
5
OG
Emergency/Trauma
1
0
4
0
0
0
959
486
250
6
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
Injury other and unspecified
Pneumonia, organism unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,979
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Emergency Room
2
OG
Emergency/Trauma
43
2
6
0
0
0
434
433
342
7
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
Cerebral thrombosis without mention of cerebral infarction
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Flaccid hemiplegia and hemiparesis affecting unspecified side
9,980
AfricanAmerican
Female
[80-90)
?
Emergency
Expired
Emergency Room
3
?
InternalMedicine
50
2
12
0
0
0
707
276
38
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
Pressure ulcer, unspecified site
Hyperosmolality and/or hypernatremia
Streptococcal septicemia
9,981
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Physician Referral
11
?
?
55
3
8
0
0
1
V57
781
820
8
null
null
No
No
No
No
No
No
Down
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Care involving breathing exercises
Abnormal involuntary movements
Closed fracture of intracapsular section of neck of femur, unspecified
9,982
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
2
MC
?
38
0
14
2
0
0
486
250
272
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
false
Pneumonia, organism unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Pure hypercholesterolemia
9,983
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
2
?
Surgery-General
51
1
13
0
0
0
553
135
250
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)
Sarcoidosis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,984
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Emergency Room
1
BC
Emergency/Trauma
3
2
13
0
0
1
574
574
780
8
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
true
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Alteration of consciousness
9,985
Caucasian
Female
[60-70)
?
Urgent
Expired
Physician Referral
4
CP
Hematology
1
2
17
1
0
1
53
284
432
9
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
false
Herpes zoster with meningitis
Aplastic anemia and other bone marrow failure syndromes
Nontraumatic extradural hemorrhage
9,986
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
6
?
?
46
1
23
0
0
0
436
8
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
Acute, but ill-defined, cerebrovascular disease
Intestinal infection due to E. coli, unspecified
Chronic airway obstruction, not elsewhere classified
9,987
Caucasian
Male
[60-70)
?
null
Not Mapped
null
13
?
Cardiology
85
4
63
0
0
0
414
411
491
8
null
null
No
No
No
No
No
No
Down
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
Simple chronic bronchitis
9,988
Caucasian
Male
[50-60)
?
Emergency
Discharged/transferred to another short term hospital
Transfer from another health care facility
1
BC
Family/GeneralPractice
53
4
6
0
0
0
414
411
250.6
5
null
>7
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,989
AfricanAmerican
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
30
0
15
0
0
0
38
599
584
9
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Streptococcal septicemia
Urinary tract infection, site not specified
Acute kidney failure
9,990
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
9
MC
?
65
6
48
0
0
0
410
414
411
8
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
9,991
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
39
5
13
0
0
0
414
411
998
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Postoperative shock, unspecified
9,992
AfricanAmerican
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Cardiology
26
3
18
0
0
0
414
411
401
5
null
null
No
No
No
No
No
No
No
No
No
No
Steady
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
Postmyocardial infarction syndrome
Malignant essential hypertension
9,993
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
Cardiology
35
6
22
0
0
0
410
493
414
7
null
null
Up
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Extrinsic asthma, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,994
Caucasian
Male
[60-70)
[75-100)
Emergency
Discharged/transferred to SNF
Emergency Room
13
CP
?
71
3
35
0
0
2
404
428
584
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
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
Acute kidney failure
9,995
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged/transferred to SNF
Emergency Room
3
BC
InternalMedicine
35
1
16
0
0
0
682
295
491
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
Cellulitis and abscess of face
Simple type schizophrenia, unspecified
Simple chronic bronchitis
9,996
Caucasian
Female
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
3
MC
?
30
1
29
0
0
0
715
401
272
7
null
null
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Osteoarthrosis, generalized, site unspecified
Malignant essential hypertension
Pure hypercholesterolemia
9,997
AfricanAmerican
Male
[60-70)
?
Urgent
Discharged/transferred to SNF
Emergency Room
8
CM
Emergency/Trauma
1
5
15
0
0
0
436
250.02
V53
9
null
null
Steady
No
No
No
No
No
Steady
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Acute, but ill-defined, cerebrovascular disease
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Fitting and adjustment of other device
9,998
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
13
?
InternalMedicine
46
2
14
0
0
1
38
585
536
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
Streptococcal septicemia
Chronic kidney disease (ckd)
Achlorhydria
9,999
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
2
MC
InternalMedicine
62
1
7
0
0
3
535
276
599
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 gastritis, without mention of hemorrhage
Hyperosmolality and/or hypernatremia
Urinary tract infection, site not specified
10,000
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
8
?
?
61
0
18
0
0
1
428
403
427
9
null
null
No
No
No
No
No
No
Down
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Congestive heart failure, unspecified
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Paroxysmal supraventricular tachycardia