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
7,701
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to SNF
Physician Referral
2
HM
?
46
2
26
0
0
0
715
414
V45
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
true
Osteoarthrosis, generalized, site unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Unspecified cardiac device in situ
7,702
?
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
1
MC
InternalMedicine
54
0
11
0
0
0
786
250
V45
3
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Unspecified cardiac device in situ
7,703
Other
Female
[60-70)
?
Emergency
Discharged to home
Clinic Referral
9
?
?
66
2
24
0
0
0
996
38
995
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
Mechanical complication of unspecified cardiac device, implant, and graft
Streptococcal septicemia
Other anaphylactic reaction
7,704
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
6
?
InternalMedicine
88
1
23
0
0
2
428
403
272
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Congestive heart failure, unspecified
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Pure hypercholesterolemia
7,705
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Clinic Referral
3
?
?
62
2
27
0
0
0
786
599
V10
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
Respiratory abnormality, unspecified
Urinary tract infection, site not specified
Personal history of malignant neoplasm of gastrointestinal tract, unspecified
7,706
Caucasian
Male
[90-100)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
11
MC
InternalMedicine
60
0
17
0
0
0
682
427
285
8
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
Cellulitis and abscess of face
Paroxysmal supraventricular tachycardia
Sideroblastic anemia
7,707
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Emergency Room
3
?
Family/GeneralPractice
75
0
15
0
0
0
414
428
250.01
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
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
7,708
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Emergency Room
8
MC
Emergency/Trauma
62
3
26
0
0
0
491
414
682
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
Simple chronic bronchitis
Coronary atherosclerosis of unspecified type of vessel, native or graft
Cellulitis and abscess of face
7,709
Caucasian
Female
[50-60)
?
Emergency
null
Emergency Room
4
?
?
48
1
9
0
0
0
786
428
714
6
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Respiratory abnormality, unspecified
Congestive heart failure, unspecified
Rheumatoid arthritis
7,710
Caucasian
Female
[70-80)
?
Not Available
Discharged to home
Physician Referral
2
MC
Obstetrics
2
2
15
0
0
0
625
250
401
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Dyspareunia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
7,711
AfricanAmerican
Female
[50-60)
?
Elective
Discharged/transferred to ICF
Physician Referral
1
MD
Surgery-Vascular
38
1
20
0
0
1
403
250
780
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
Alteration of consciousness
7,712
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home under care of Home IV provider
Physician Referral
14
?
?
48
3
22
0
0
0
250.81
730
707
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled
Acute osteomyelitis, site unspecified
Pressure ulcer, unspecified site
7,713
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Transfer from a hospital
3
?
?
53
2
11
0
0
1
157
576
250
6
null
null
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Malignant neoplasm of head of pancreas
Postcholecystectomy syndrome
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,714
Caucasian
Female
[80-90)
?
Elective
Discharged to home
Physician Referral
5
CP
Emergency/Trauma
45
2
6
1
0
0
434
784
781
7
null
>7
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Cerebral thrombosis without mention of cerebral infarction
Headache
Abnormal involuntary movements
7,715
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Physician Referral
3
UN
Gastroenterology
35
1
4
0
0
0
998
285
250.01
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
Postoperative shock, unspecified
Sideroblastic anemia
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
7,716
Caucasian
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
4
?
?
34
0
10
0
0
0
682
648
648
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
Cellulitis and abscess of face
Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, 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
7,717
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
1
UN
InternalMedicine
19
5
6
0
0
0
414
250
272
5
null
null
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
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Pure hypercholesterolemia
7,718
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
3
?
?
39
2
32
0
0
0
715
278
250
7
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Osteoarthrosis, generalized, site unspecified
Obesity, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,719
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
SP
?
15
0
9
0
0
0
428
428
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
Congestive heart failure, unspecified
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
7,720
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to SNF
Physician Referral
7
MC
Emergency/Trauma
47
0
20
0
0
3
428
496
427
9
null
null
Steady
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Congestive heart failure, unspecified
Chronic airway obstruction, not elsewhere classified
Paroxysmal supraventricular tachycardia
7,721
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to SNF
Physician Referral
7
MC
?
10
1
19
0
0
1
682
250.92
593
6
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
Cellulitis and abscess of face
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Nephroptosis
7,722
Caucasian
Male
[70-80)
?
Elective
Discharged/transferred to home with home health service
HMO Referral
4
?
?
45
5
39
0
0
0
414
493
250.01
5
null
null
Up
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
Extrinsic asthma, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
7,723
Hispanic
Female
[60-70)
?
Emergency
null
Emergency Room
3
?
?
47
0
5
0
0
0
572
571
305
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
Abscess of liver
Alcoholic fatty liver
Alcohol abuse, unspecified
7,724
AfricanAmerican
Female
[30-40)
?
null
Not Mapped
Physician Referral
8
?
Nephrology
90
1
15
0
0
0
403
710
250.6
9
null
Norm
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
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Systemic lupus erythematosus
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
7,725
Caucasian
Male
[60-70)
[75-100)
Elective
Discharged to home
Physician Referral
3
UN
?
36
5
24
2
0
1
440
401
272
8
null
>7
Steady
No
No
No
No
No
No
Steady
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Atherosclerosis of aorta
Malignant essential hypertension
Pure hypercholesterolemia
7,726
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
3
MC
?
52
0
13
0
0
2
428
403
250.4
9
null
>7
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
Congestive heart failure, unspecified
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
7,727
Caucasian
Female
[60-70)
?
Elective
null
Transfer from a hospital
12
?
PhysicalMedicineandRehabilitation
29
1
11
0
0
1
V57
585
719
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
Care involving breathing exercises
Chronic kidney disease (ckd)
Effusion of joint, site unspecified
7,728
Hispanic
Female
[50-60)
?
Emergency
null
Emergency Room
3
?
?
58
0
8
0
0
0
250.12
401
360
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
Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
Malignant essential hypertension
Purulent endophthalmitis, unspecified
7,729
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
7
?
?
49
1
18
0
0
0
998
996
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
false
Postoperative shock, unspecified
Mechanical complication of unspecified cardiac device, implant, and graft
Congestive heart failure, unspecified
7,730
Asian
Female
[70-80)
?
Urgent
Discharged to home
Emergency Room
1
MD
Emergency/Trauma
40
0
9
0
1
0
786
427
276
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
true
Respiratory abnormality, unspecified
Paroxysmal supraventricular tachycardia
Hyperosmolality and/or hypernatremia
7,731
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
44
0
17
0
0
0
852
E880
414
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Subarachnoid hemorrhage following injury without mention of open intracranial wound, unspecified state of consciousness
Accidental fall on or from escalator
Coronary atherosclerosis of unspecified type of vessel, native or graft
7,732
Caucasian
Female
[40-50)
?
null
Discharged to home
null
3
?
InternalMedicine
57
6
18
0
0
0
486
786
784
9
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
Pneumonia, organism unspecified
Respiratory abnormality, unspecified
Headache
7,733
Caucasian
Female
[50-60)
?
null
Discharged to home
null
3
?
Cardiology
72
6
21
1
0
3
414
411
496
7
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Chronic airway obstruction, not elsewhere classified
7,734
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
BC
?
30
1
25
0
0
1
410
584
403
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Acute kidney failure
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
7,735
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
11
?
InternalMedicine
65
3
29
0
0
0
574
780
250.01
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Alteration of consciousness
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
7,736
Caucasian
Female
[80-90)
[75-100)
Emergency
Discharged to home
Emergency Room
6
?
?
80
0
17
4
0
1
434
242
396
9
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
true
Cerebral thrombosis without mention of cerebral infarction
Toxic diffuse goiter without mention of thyrotoxic crisis or storm
Mitral valve stenosis and aortic valve stenosis
7,737
AfricanAmerican
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
4
MD
InternalMedicine
39
0
13
0
0
0
493
401
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
Extrinsic asthma, unspecified
Malignant essential hypertension
Paroxysmal supraventricular tachycardia
7,738
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
37
0
6
0
0
0
530
250.11
305
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
true
Achalasia and cardiospasm
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Alcohol abuse, unspecified
7,739
Caucasian
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
3
CP
Surgery-General
1
1
6
0
0
0
733
440
905
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
Osteoporosis, unspecified
Atherosclerosis of aorta
Late effect of fracture of skull and face bones
7,740
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
55
0
7
0
0
0
250.12
276
715
5
null
>8
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Diabetes with ketoacidosis, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
Osteoarthrosis, generalized, site unspecified
7,741
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
MC
Emergency/Trauma
3
0
7
0
0
0
250.6
357
276
5
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Acute infective polyneuritis
Hyperosmolality and/or hypernatremia
7,742
Caucasian
Female
[80-90)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
4
MC
?
37
4
11
1
0
2
285
8
425
9
null
null
Down
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
Sideroblastic anemia
Intestinal infection due to E. coli, unspecified
Endomyocardial fibrosis
7,743
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
?
Surgery-General
61
1
11
0
0
0
552
250
715
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
Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Osteoarthrosis, generalized, site unspecified
7,744
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
2
MC
Radiology
36
0
11
0
0
0
436
250
401
5
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, not stated as uncontrolled
Malignant essential hypertension
7,745
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
?
InternalMedicine
63
0
14
0
0
1
250.13
486
590
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
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Pneumonia, organism unspecified
Chronic pyelonephritis without lesion of renal medullary necrosis
7,746
Caucasian
Male
[40-50)
?
Emergency
Discharged/transferred to a long term care hospital.
Emergency Room
2
MC
InternalMedicine
39
1
6
0
0
0
730
250.7
707
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
Acute osteomyelitis, site unspecified
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
7,747
Caucasian
Female
[70-80)
?
Urgent
null
Transfer from a hospital
3
?
?
12
5
10
0
0
0
410
414
556
5
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Ulcerative (chronic) enterocolitis
7,748
Caucasian
Male
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Not Mapped
8
?
?
61
1
20
0
0
0
440
401
250
7
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Atherosclerosis of aorta
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,749
Caucasian
Male
[60-70)
?
null
Discharged to home
null
4
?
Family/GeneralPractice
48
2
21
0
0
0
486
491
250.02
9
null
null
Steady
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Pneumonia, organism unspecified
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
7,750
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
7
?
?
73
1
12
0
0
0
996
403
250
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Mechanical complication of unspecified cardiac device, implant, and graft
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,751
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
2
MC
?
53
0
18
0
0
1
428
427
496
9
null
Norm
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Chronic airway obstruction, not elsewhere classified
7,752
Caucasian
Female
[50-60)
?
Emergency
Discharged/transferred to SNF
null
4
SP
Orthopedics-Reconstructive
10
1
12
0
0
0
820
518
E880
6
>200
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
Closed fracture of intracapsular section of neck of femur, unspecified
Pulmonary collapse
Accidental fall on or from escalator
7,753
Caucasian
Female
[50-60)
?
Not Available
Discharged to home
null
4
SI
ObstetricsandGynecology
13
4
14
3
0
0
183
272
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
false
Malignant neoplasm of ovary
Pure hypercholesterolemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,754
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
26
0
6
0
0
2
442
153
197
9
null
null
No
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
Aneurysm of artery of upper extremity
Malignant neoplasm of hepatic flexure
Secondary malignant neoplasm of lung
7,755
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Emergency Room
1
MD
Emergency/Trauma
37
0
3
0
2
0
250.03
276
276
9
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
true
Diabetes mellitus without mention of complication, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
7,756
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
?
?
53
0
9
0
0
0
564
428
276
7
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
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
7,757
Hispanic
Female
[50-60)
?
Emergency
null
Emergency Room
1
?
?
47
0
3
0
0
0
250.02
276
786
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
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Hyperosmolality and/or hypernatremia
Respiratory abnormality, unspecified
7,758
Caucasian
Female
[80-90)
?
null
Discharged to home
null
5
?
Cardiology
56
4
20
0
0
1
411
414
411
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
Postmyocardial infarction syndrome
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
7,759
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
8
?
Family/GeneralPractice
54
2
14
0
0
0
332
331
294
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
Paralysis agitans
Alzheimer's disease
Amnestic disorder in conditions classified elsewhere
7,760
Caucasian
Female
[80-90)
?
Elective
Discharged to home
Physician Referral
7
?
InternalMedicine
61
5
15
0
0
1
414
411
584
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Acute kidney failure
7,761
Caucasian
Male
[30-40)
?
Not Available
Discharged to home
Physician Referral
3
HM
?
9
3
14
1
0
0
278
250
401
4
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Obesity, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
7,762
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Physician Referral
3
?
InternalMedicine
48
1
11
0
0
0
402
511
427
9
null
null
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Malignant hypertensive heart disease without heart failure
Pleurisy without mention of effusion or current tuberculosis
Paroxysmal supraventricular tachycardia
7,763
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
8
CM
?
44
2
23
0
0
0
995
786
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
Other anaphylactic reaction
Respiratory abnormality, unspecified
Malignant essential hypertension
7,764
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
Emergency/Trauma
47
1
7
0
0
0
574
427
272
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Paroxysmal supraventricular tachycardia
Pure hypercholesterolemia
7,765
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
3
MC
?
24
1
22
0
0
0
433
788
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Renal colic
Coronary atherosclerosis of unspecified type of vessel, native or graft
7,766
AfricanAmerican
Male
[50-60)
?
Urgent
Discharged to home
Clinic Referral
8
?
Psychiatry
48
0
11
0
0
0
296
V63
372
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
Bipolar I disorder, single manic episode, unspecified
Residence remote from hospital or other health care facility
Acute conjunctivitis, unspecified
7,767
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
4
?
Cardiology
41
4
8
0
0
0
414
411
250
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
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
7,768
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
MC
?
63
0
22
0
0
0
493
276
250.8
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
Extrinsic asthma, unspecified
Hyperosmolality and/or hypernatremia
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
7,769
?
Male
[40-50)
?
Urgent
Discharged to home
Physician Referral
4
SP
Podiatry
35
0
10
0
0
0
998
250.6
263
5
null
>8
No
No
No
No
Steady
No
No
No
No
No
Up
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Postoperative shock, unspecified
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Malnutrition of moderate degree
7,770
?
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
5
?
?
54
6
37
0
0
0
414
411
496
9
null
null
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Chronic airway obstruction, not elsewhere classified
7,771
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
1
MC
InternalMedicine
55
0
14
0
0
0
428
427
V15
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
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Personal history of allergy, other than to medicinal agents, presenting hazards to health
7,772
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
3
?
Cardiology
31
3
10
0
0
0
414
250
401
6
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
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
7,773
Hispanic
Female
[30-40)
?
Elective
Discharged to home
Physician Referral
2
?
ObstetricsandGynecology
22
3
16
0
0
0
664
648
250
6
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
First-degree perineal laceration, unspecified as to episode of care or not applicable
Diabetes mellitus of mother, complicating pregnancy, childbirth, or the puerperium, unspecified as to episode of care or not applicable
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,774
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Clinic Referral
7
?
?
39
1
28
0
0
0
428
427
396
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
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
Mitral valve stenosis and aortic valve stenosis
7,775
AfricanAmerican
Male
[70-80)
?
null
Discharged to home
null
1
?
Cardiology
25
5
14
0
0
2
414
411
414
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
Postmyocardial infarction syndrome
Coronary atherosclerosis of unspecified type of vessel, native or graft
7,776
AfricanAmerican
Male
[10-20)
?
Emergency
Discharged to home
Emergency Room
2
DM
?
13
0
3
0
0
2
250.13
276
787
4
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
false
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
Nausea and vomiting
7,777
Caucasian
Female
[80-90)
?
Urgent
Expired
Emergency Room
9
?
?
87
6
24
0
0
0
540
428
518
9
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
false
Acute appendicitis with generalized peritonitis
Congestive heart failure, unspecified
Pulmonary collapse
7,778
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
9
?
?
71
6
33
0
0
0
414
250
401
7
null
>8
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
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
7,779
AfricanAmerican
Male
[60-70)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
7
MC
Oncology
37
3
31
0
0
0
486
203
599
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
Multiple myeloma, without mention of having achieved remission
Urinary tract infection, site not specified
7,780
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Emergency Room
1
BC
Emergency/Trauma
59
0
9
0
0
0
493
276
276
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
Extrinsic asthma, unspecified
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
7,781
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Transfer from a hospital
8
MC
Cardiology
45
1
14
0
0
0
427
496
428
5
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
Paroxysmal supraventricular tachycardia
Chronic airway obstruction, not elsewhere classified
Congestive heart failure, unspecified
7,782
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to SNF
Not Mapped
5
?
?
51
2
26
0
0
0
820
285
425
9
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 intracapsular section of neck of femur, unspecified
Sideroblastic anemia
Endomyocardial fibrosis
7,783
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
1
?
?
66
0
14
0
0
0
414
413
250
5
null
null
No
No
No
No
No
No
No
Up
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
Angina decubitus
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,784
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Transfer from a Skilled Nursing Facility (SNF)
1
?
?
54
0
12
0
0
0
428
250.01
493
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
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Extrinsic asthma, unspecified
7,785
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
8
MC
?
30
2
15
0
0
0
733
535
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
Osteoporosis, unspecified
Acute gastritis, without mention of hemorrhage
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
7,786
Caucasian
Female
[50-60)
?
null
Discharged to home
null
2
?
?
40
3
12
0
0
0
414
411
250
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
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
7,787
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
9
?
Cardiology
69
6
14
0
0
1
410
426
427
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Atrioventricular block, complete
Paroxysmal supraventricular tachycardia
7,788
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Emergency Room
3
SP
Emergency/Trauma
28
3
21
1
0
0
812
250.6
493
9
null
null
Steady
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Closed fracture of unspecified part of upper end of humerus
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Extrinsic asthma, unspecified
7,789
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
1
MC
Cardiology
32
6
2
0
0
0
414
424
414
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Coronary atherosclerosis of unspecified type of vessel, native or graft
7,790
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
7
MC
?
55
6
28
0
0
0
153
578
285
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
true
Malignant neoplasm of hepatic flexure
Hematemesis
Sideroblastic anemia
7,791
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
7
CM
Emergency/Trauma
52
0
8
0
0
0
331
294
276
7
null
null
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Alzheimer's disease
Amnestic disorder in conditions classified elsewhere
Hyperosmolality and/or hypernatremia
7,792
?
Female
[70-80)
[75-100)
Elective
Discharged/transferred to SNF
Physician Referral
5
MC
Surgery-General
52
1
17
0
0
0
715
496
285
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
Osteoarthrosis, generalized, site unspecified
Chronic airway obstruction, not elsewhere classified
Sideroblastic anemia
7,793
Caucasian
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
2
MC
InternalMedicine
64
3
9
0
0
0
530
414
250.5
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
Achalasia and cardiospasm
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes with ophthalmic manifestations, type II or unspecified type, not stated as uncontrolled
7,794
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
54
0
11
0
0
1
433
70
780
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
true
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Viral hepatitis A with hepatic coma
Alteration of consciousness
7,795
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
6
?
InternalMedicine
72
0
10
0
1
0
599
250
188
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
Urinary tract infection, site not specified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant neoplasm of trigone of urinary bladder
7,796
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
?
?
52
1
20
0
0
0
333
584
112
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
Other degenerative diseases of the basal ganglia
Acute kidney failure
Candidiasis of mouth
7,797
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Transfer from another health care facility
9
?
Family/GeneralPractice
45
3
21
0
0
1
998
682
428
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
false
Postoperative shock, unspecified
Cellulitis and abscess of face
Congestive heart failure, unspecified
7,798
Caucasian
Male
[40-50)
?
Urgent
Discharged to home
Physician Referral
7
?
Oncology
48
3
24
2
0
0
202
322
288
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
Nodular lymphoma, unspecified site, extranodal and solid organ sites
Nonpyogenic meningitis
Neutropenia, unspecified
7,799
Caucasian
Female
[60-70)
?
Emergency
Discharged/transferred to SNF
Emergency Room
12
MC
?
51
2
45
0
0
0
491
428
780
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
Simple chronic bronchitis
Congestive heart failure, unspecified
Alteration of consciousness
7,800
Caucasian
Male
[70-80)
[75-100)
Urgent
Discharged to home
Physician Referral
7
MC
Surgery-General
57
3
17
6
0
0
584
596
496
9
null
null
No
Steady
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Acute kidney failure
Bladder neck obstruction
Chronic airway obstruction, not elsewhere classified