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
9,801
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Transfer from another health care facility
1
MC
Cardiology
51
0
7
0
0
0
786
996
E878
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
Mechanical complication of unspecified cardiac device, implant, and graft
Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
9,802
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
1
?
Family/GeneralPractice
35
1
3
0
0
0
786
250.02
414
4
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
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,803
?
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
2
MD
Family/GeneralPractice
1
1
7
0
0
0
174
196
250
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
Malignant neoplasm of nipple and areola of female breast
Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,804
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
BC
Surgery-Neuro
38
2
27
0
0
0
432
305
305
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
Nontraumatic extradural hemorrhage
Alcohol abuse, unspecified
Alcohol abuse, unspecified
9,805
Caucasian
Female
[80-90)
[50-75)
null
Discharged/transferred to home with home health service
null
8
?
?
69
0
16
0
0
1
507
787
244
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
true
Pneumonitis due to inhalation of food or vomitus
Nausea and vomiting
Postsurgical hypothyroidism
9,806
Asian
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
?
Family/GeneralPractice
44
4
6
0
0
0
433
250.02
784
5
null
>8
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
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Headache
9,807
Caucasian
Female
[70-80)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
2
?
?
39
0
8
0
0
1
276
581
E944
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
Hyperosmolality and/or hypernatremia
Nephrotic syndrome with lesion of proliferative glomerulonephritis
Mercurial diuretics causing adverse effects in therapeutic use
9,808
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
5
MC
Orthopedics
43
1
26
0
0
0
715
401
414
8
null
>7
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
Osteoarthrosis, generalized, site unspecified
Malignant essential hypertension
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,809
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to home with home health service
null
2
MC
Urology
10
0
16
0
0
1
604
401
250.6
8
Norm
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
Orchitis, epididymitis, and epididymo-orchitis, with abscess
Malignant essential hypertension
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,810
Caucasian
Male
[50-60)
[75-100)
Elective
Discharged/transferred to home with home health service
Physician Referral
5
BC
Surgery-General
43
3
32
0
0
0
414
512
E878
9
null
null
Steady
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Spontaneous tension pneumothorax
Surgical operation with transplant of whole organ causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation
9,811
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
6
?
?
44
2
28
0
0
1
540
38
250.6
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 appendicitis with generalized peritonitis
Streptococcal septicemia
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,812
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
Family/GeneralPractice
41
4
16
0
0
0
414
428
411
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
Postmyocardial infarction syndrome
9,813
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
6
MD
?
53
1
29
0
0
0
518
486
585
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
Pulmonary collapse
Pneumonia, organism unspecified
Chronic kidney disease (ckd)
9,814
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
6
MC
?
27
1
14
2
4
5
V57
411
427
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Care involving breathing exercises
Postmyocardial infarction syndrome
Paroxysmal supraventricular tachycardia
9,815
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
3
SP
Family/GeneralPractice
8
1
9
0
0
0
434
599
593
7
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Cerebral thrombosis without mention of cerebral infarction
Urinary tract infection, site not specified
Nephroptosis
9,816
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to home with home health service
null
5
MC
?
15
1
18
3
1
0
250.6
707
682
8
>200
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 neurological manifestations, type II or unspecified type, not stated as uncontrolled
Pressure ulcer, unspecified site
Cellulitis and abscess of face
9,817
?
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
1
MD
Cardiology
36
6
7
0
0
0
414
250
401
6
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
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
9,818
?
Female
[60-70)
[125-150)
Urgent
Discharged to home
Physician Referral
3
WC
?
51
1
15
0
0
0
812
E885
E849
8
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
Closed fracture of unspecified part of upper end of humerus
Fall from (nonmotorized) scooter
Home accidents
9,819
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
4
?
?
37
0
9
1
0
0
434
787
784
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
Cerebral thrombosis without mention of cerebral infarction
Nausea and vomiting
Headache
9,820
Caucasian
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
4
?
?
56
2
16
1
0
0
535
584
250.41
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
Acute gastritis, without mention of hemorrhage
Acute kidney failure
Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled
9,821
Caucasian
Female
[90-100)
?
Not Available
Expired
null
6
?
?
16
0
8
0
0
0
507
599
263
8
>300
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
Pneumonitis due to inhalation of food or vomitus
Urinary tract infection, site not specified
Malnutrition of moderate degree
9,822
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
2
SP
?
10
0
12
0
0
0
518
491
250.92
3
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
Pulmonary collapse
Simple chronic bronchitis
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
9,823
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to home with home health service
Physician Referral
2
MC
?
1
1
12
1
0
1
681
416
250
3
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
Cellulitis and abscess of finger, unspecified
Primary pulmonary hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,824
Caucasian
Female
[50-60)
?
null
Discharged to home
null
4
?
Family/GeneralPractice
64
0
12
0
0
1
438
437
250
9
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
true
Late effects of cerebrovascular disease, cognitive deficits
Cerebral atherosclerosis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,825
AfricanAmerican
Male
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
MC
?
69
3
25
4
0
0
552
295
569
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
Femoral hernia with obstruction, unilateral or unspecified (not specified as recurrent)
Simple type schizophrenia, unspecified
Anal and rectal polyp
9,826
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Physician Referral
1
MC
?
30
2
6
1
0
0
426
401
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
Atrioventricular block, complete
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,827
AfricanAmerican
Male
[50-60)
?
Emergency
Discharged to home
Transfer from another health care facility
2
UN
Family/GeneralPractice
52
3
16
0
0
0
414
250.02
412
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Old myocardial infarction
9,828
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
10
0
16
1
0
3
428
276
414
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
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,829
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to SNF
Physician Referral
5
MC
Orthopedics-Reconstructive
5
1
24
0
0
0
715
V43
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
Osteoarthrosis, generalized, site unspecified
Eye globe replaced by other means
Malignant essential hypertension
9,830
Caucasian
Female
[60-70)
?
Elective
Discharged/transferred to another type of inpatient care institution
Physician Referral
3
?
?
52
1
17
0
0
0
715
401
412
6
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
Malignant essential hypertension
Old myocardial infarction
9,831
Caucasian
Male
[50-60)
?
Emergency
Discharged/transferred to SNF
Physician Referral
11
HM
?
73
5
28
0
0
0
730
440
403
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
Acute osteomyelitis, site unspecified
Atherosclerosis of aorta
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,832
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
MC
Cardiology
69
3
11
0
0
0
414
492
794
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Emphysematous bleb
Abnormal function study of brain and central nervous system, unspecified
9,833
Caucasian
Male
[50-60)
?
null
Discharged to home
Emergency Room
3
?
InternalMedicine
56
0
8
0
0
0
491
250.02
278
5
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Simple chronic bronchitis
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Obesity, unspecified
9,834
Hispanic
Female
[20-30)
?
Urgent
Left AMA
Emergency Room
1
UN
Emergency/Trauma
52
3
8
0
3
1
578
789
455
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
Hematemesis
Abdominal pain, unspecified site
Internal hemorrhoids without mention of complication
9,835
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
?
?
44
0
14
1
1
3
250.8
428
401
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
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Congestive heart failure, unspecified
Malignant essential hypertension
9,836
Caucasian
Female
[70-80)
?
null
Discharged to home
null
1
?
Cardiology
27
5
12
0
0
0
414
410
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,837
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
2
MC
?
45
0
14
0
0
0
428
428
424
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
Mitral valve disorders
9,838
Caucasian
Male
[10-20)
?
Emergency
Discharged to home
Emergency Room
6
SP
?
69
0
15
0
0
0
465
799
528
5
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
Acute laryngopharyngitis
Other ill-defined and unknown causes of morbidity and mortality
Stomatitis and mucositis, unspecified
9,839
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
5
MC
Family/GeneralPractice
47
0
14
0
0
0
415
401
272
9
null
Norm
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute cor pulmonale
Malignant essential hypertension
Pure hypercholesterolemia
9,840
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
4
MC
InternalMedicine
43
0
19
0
0
0
433
342
401
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
false
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Flaccid hemiplegia and hemiparesis affecting unspecified side
Malignant essential hypertension
9,841
Caucasian
Male
[50-60)
?
Emergency
Left AMA
Transfer from another health care facility
6
MC
Nephrology
52
3
17
0
0
0
578
250.41
403
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
Hematemesis
Diabetes with renal manifestations, type I [juvenile type], not stated as uncontrolled
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,842
AfricanAmerican
Female
[30-40)
?
Urgent
Discharged to home
Physician Referral
7
HM
InternalMedicine
7
0
26
0
0
0
493
425
416
9
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Extrinsic asthma, unspecified
Endomyocardial fibrosis
Primary pulmonary hypertension
9,843
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
MC
?
83
2
17
0
1
1
511
162
196
9
null
>8
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
false
Pleurisy without mention of effusion or current tuberculosis
Malignant neoplasm of trachea
Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck
9,844
Caucasian
Male
[30-40)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
13
OG
Family/GeneralPractice
21
6
10
0
0
0
250.7
785
682
9
null
null
Up
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
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Tachycardia, unspecified
Cellulitis and abscess of face
9,845
Caucasian
Male
[80-90)
?
Urgent
Discharged to home
Emergency Room
5
SP
Emergency/Trauma
18
1
7
0
0
0
198
403
250
7
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
Secondary malignant neoplasm of kidney
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
9,846
AfricanAmerican
Female
[80-90)
?
Urgent
Discharged/transferred to home with home health service
Emergency Room
4
UN
Emergency/Trauma
41
3
23
0
0
0
813
276
813
9
null
null
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Closed fracture of upper end of forearm, unspecified
Hyperosmolality and/or hypernatremia
Closed fracture of upper end of forearm, unspecified
9,847
AfricanAmerican
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
9
?
InternalMedicine
79
0
21
0
0
0
38
584
403
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Streptococcal septicemia
Acute kidney failure
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
9,848
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Transfer from a hospital
4
?
Cardiology
39
3
8
0
0
0
427
401
250
4
null
null
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
Paroxysmal supraventricular tachycardia
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,849
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
CM
?
53
0
14
0
1
0
402
276
278
6
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
Malignant hypertensive heart disease without heart failure
Hyperosmolality and/or hypernatremia
Obesity, unspecified
9,850
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
67
0
13
0
0
0
427
250.02
396
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
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Mitral valve stenosis and aortic valve stenosis
9,851
Caucasian
Female
[80-90)
?
null
Not Mapped
null
1
?
InternalMedicine
19
0
7
0
1
0
386
276
564
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
M_niere's disease, unspecified
Hyperosmolality and/or hypernatremia
Constipation, unspecified
9,852
Caucasian
Male
[20-30)
?
null
Not Mapped
null
9
?
Psychiatry
23
0
4
0
0
0
296
305
250.01
7
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Bipolar I disorder, single manic episode, unspecified
Alcohol abuse, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,853
AfricanAmerican
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
4
MC
InternalMedicine
36
1
14
0
0
0
453
428
466
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
Budd-chiari syndrome
Congestive heart failure, unspecified
Acute bronchitis
9,854
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
4
?
InternalMedicine
61
0
15
1
0
2
564
276
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
Constipation, unspecified
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,855
AfricanAmerican
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
5
?
?
68
0
12
0
0
0
428
250
274
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
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Gouty arthropathy, unspecified
9,856
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
3
SP
Emergency/Trauma
52
0
6
0
2
1
250
276
276
3
null
>8
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 mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
9,857
AfricanAmerican
Female
[30-40)
[75-100)
Elective
Discharged to home
Physician Referral
4
DM
?
38
5
21
0
0
0
553
568
620
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
Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)
Peritoneal adhesions (postoperative) (postinfection)
Follicular cyst of ovary
9,858
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to another type of inpatient care institution
null
11
?
?
21
5
37
0
0
0
276
427
491
9
>300
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
Hyperosmolality and/or hypernatremia
Paroxysmal supraventricular tachycardia
Simple chronic bronchitis
9,859
AfricanAmerican
Male
[60-70)
?
Elective
Discharged to home
Transfer from another health care facility
1
MC
Cardiology
17
6
16
0
0
0
410
414
401
8
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
9,860
Caucasian
Male
[60-70)
?
Emergency
Discharged/transferred to another rehab fac including rehab units of a hospital.
Emergency Room
6
MC
?
68
0
19
0
0
0
250.81
707
E932
9
null
null
Steady
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
Diabetes with other specified manifestations, type I [juvenile type], not stated as uncontrolled
Pressure ulcer, unspecified site
Adrenal cortical steroids causing adverse effects in therapeutic use
9,861
AfricanAmerican
Female
[90-100)
?
Elective
null
Physician Referral
1
?
Family/GeneralPractice
37
0
4
0
0
1
991
780
599
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
Frostbite of face
Alteration of consciousness
Urinary tract infection, site not specified
9,862
Caucasian
Male
[10-20)
?
Emergency
Discharged to home
Emergency Room
1
?
Pediatrics-CriticalCare
64
0
8
0
0
1
250.13
276
?
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
true
Diabetes with ketoacidosis, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
null
9,863
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
4
MC
InternalMedicine
35
2
11
0
0
0
789
250
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
Abdominal pain, unspecified site
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
9,864
Caucasian
Male
[20-30)
?
Not Available
Discharged to home
Physician Referral
3
HM
?
61
0
20
0
0
0
250.11
292
304
5
null
>8
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
Drug withdrawal
Opioid type dependence, unspecified
9,865
Caucasian
Female
[80-90)
?
Emergency
Expired
Emergency Room
6
MC
?
40
0
18
0
0
0
996
427
585
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
Mechanical complication of unspecified cardiac device, implant, and graft
Paroxysmal supraventricular tachycardia
Chronic kidney disease (ckd)
9,866
Caucasian
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
2
HM
InternalMedicine
42
0
14
0
0
1
493
250
300
3
null
null
No
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
Extrinsic asthma, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Anxiety state, unspecified
9,867
Caucasian
Male
[80-90)
?
null
Discharged/transferred to SNF
null
7
?
InternalMedicine
66
3
17
0
0
0
276
287
331
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
Hyperosmolality and/or hypernatremia
Allergic purpura
Alzheimer's disease
9,868
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Physician Referral
2
?
?
37
0
5
1
0
1
723
428
401
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Spinal stenosis in cervical region
Congestive heart failure, unspecified
Malignant essential hypertension
9,869
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
3
DM
?
44
0
14
0
0
1
402
250.02
427
9
null
null
No
No
No
No
No
No
Down
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Malignant hypertensive heart disease without heart failure
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Paroxysmal supraventricular tachycardia
9,870
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Physician Referral
5
?
Cardiology
59
5
33
0
0
0
414
427
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Paroxysmal supraventricular tachycardia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,871
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
?
?
75
0
17
12
0
1
427
411
496
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
true
Paroxysmal supraventricular tachycardia
Postmyocardial infarction syndrome
Chronic airway obstruction, not elsewhere classified
9,872
Caucasian
Male
[60-70)
?
Urgent
Discharged to home
Physician Referral
4
CP
?
39
1
5
2
0
1
452
571
572
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
Portal vein thrombosis
Alcoholic fatty liver
Abscess of liver
9,873
Caucasian
Female
[70-80)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
4
?
InternalMedicine
39
0
11
0
1
0
564
V43
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
true
Constipation, unspecified
Eye globe replaced by other means
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,874
Caucasian
Male
[80-90)
?
Elective
Discharged/transferred to SNF
Emergency Room
6
MC
Gastroenterology
35
4
11
1
0
0
998
567
518
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
Postoperative shock, unspecified
Peritonitis in infectious diseases classified elsewhere
Pulmonary collapse
9,875
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Emergency Room
3
?
InternalMedicine
60
0
6
0
0
0
435
590
276
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
Basilar artery syndrome
Chronic pyelonephritis without lesion of renal medullary necrosis
Hyperosmolality and/or hypernatremia
9,876
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
3
?
InternalMedicine
48
0
2
0
0
0
435
424
250.6
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
Basilar artery syndrome
Mitral valve disorders
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
9,877
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
11
MC
?
67
2
26
0
0
0
493
401
250
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
Extrinsic asthma, unspecified
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,878
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
40
2
18
0
0
0
574
599
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Urinary tract infection, site not specified
Malignant essential hypertension
9,879
AfricanAmerican
Male
[90-100)
?
Urgent
Discharged/transferred to SNF
Physician Referral
14
UN
Nephrology
33
2
12
0
0
0
250.7
440
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
Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled
Atherosclerosis of aorta
Unspecified cardiac device in situ
9,880
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
4
?
InternalMedicine
65
3
23
0
0
0
424
411
272
6
null
Norm
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
Mitral valve disorders
Postmyocardial infarction syndrome
Pure hypercholesterolemia
9,881
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
3
MC
?
29
1
15
1
0
0
440
250
401
6
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
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
9,882
Caucasian
Male
[10-20)
?
Emergency
Discharged to home
Emergency Room
3
?
Pediatrics-Endocrinology
49
0
5
0
0
0
250.03
?
?
1
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 mellitus without mention of complication, type I [juvenile type], uncontrolled
null
null
9,883
Caucasian
Male
[60-70)
?
null
Discharged to home
null
3
?
Family/GeneralPractice
56
0
14
0
0
0
722
756
401
9
null
null
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Displacement of cervical intervertebral disc without myelopathy
Anomalies of skull and face bones
Malignant essential hypertension
9,884
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Emergency Room
9
CM
?
35
0
9
0
0
0
285
8
427
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Sideroblastic anemia
Intestinal infection due to E. coli, unspecified
Paroxysmal supraventricular tachycardia
9,885
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
8
MC
Nephrology
65
2
18
0
1
5
428
403
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
Congestive heart failure, unspecified
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
9,886
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
2
?
InternalMedicine
42
0
10
0
0
0
434
250
401
5
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Cerebral thrombosis without mention of cerebral infarction
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
9,887
Caucasian
Male
[70-80)
?
null
Discharged to home
Emergency Room
2
?
InternalMedicine
61
0
4
0
0
0
562
250
276
4
Norm
>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
Diverticulosis of small intestine (without mention of hemorrhage)
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Hyperosmolality and/or hypernatremia
9,888
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
1
?
?
61
2
5
0
0
0
560
492
441
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
Intussusception
Emphysematous bleb
Dissection of aorta, unspecified site
9,889
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Physician Referral
7
HM
Family/GeneralPractice
53
1
3
0
0
0
682
272
250
3
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
Cellulitis and abscess of face
Pure hypercholesterolemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
9,890
Caucasian
Female
[80-90)
?
Urgent
Discharged to home
Emergency Room
5
MC
Emergency/Trauma
43
0
18
0
0
0
486
491
427
9
null
null
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
Pneumonia, organism unspecified
Simple chronic bronchitis
Paroxysmal supraventricular tachycardia
9,891
Caucasian
Female
[80-90)
?
Not Available
Discharged/transferred to a long term care hospital.
Physician Referral
9
MC
?
43
0
24
2
0
1
486
491
427
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Pneumonia, organism unspecified
Simple chronic bronchitis
Paroxysmal supraventricular tachycardia
9,892
Caucasian
Male
[50-60)
?
Elective
Discharged/transferred to another type of inpatient care institution
Emergency Room
6
CP
Emergency/Trauma
65
0
11
0
0
0
292
584
276
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
Steady
No
No
No
No
Ch
Yes
false
Drug withdrawal
Acute kidney failure
Hyperosmolality and/or hypernatremia
9,893
Caucasian
Male
[50-60)
?
null
Discharged to home
null
1
?
?
47
5
15
1
0
0
786
414
401
9
null
>8
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
Respiratory abnormality, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
9,894
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
5
CM
?
59
0
15
0
0
0
486
491
428
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
Pneumonia, organism unspecified
Simple chronic bronchitis
Congestive heart failure, unspecified
9,895
Caucasian
Female
[80-90)
[25-50)
Emergency
Discharged to home
Transfer from a Skilled Nursing Facility (SNF)
2
UN
Family/GeneralPractice
63
0
12
3
0
0
427
427
424
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
true
Paroxysmal supraventricular tachycardia
Paroxysmal supraventricular tachycardia
Mitral valve disorders
9,896
Caucasian
Female
[80-90)
?
Not Available
Expired
null
5
?
?
26
1
23
0
0
0
38
507
414
8
>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
false
Streptococcal septicemia
Pneumonitis due to inhalation of food or vomitus
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,897
Caucasian
Female
[50-60)
?
Urgent
Discharged to home
Physician Referral
7
MC
Psychology
49
0
15
0
1
1
295
295
V62
7
null
Norm
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
true
Simple type schizophrenia, unspecified
Simple type schizophrenia, unspecified
Unemployment
9,898
Caucasian
Male
[60-70)
?
Emergency
null
Emergency Room
1
?
?
41
0
14
0
0
0
414
403
414
7
null
null
No
No
No
No
No
No
No
Steady
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
9,899
Caucasian
Male
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
MC
?
63
1
16
0
0
0
38
599
263
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
Streptococcal septicemia
Urinary tract infection, site not specified
Malnutrition of moderate degree
9,900
AfricanAmerican
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
5
?
Cardiology
49
1
9
0
0
0
428
278
493
6
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
Obesity, unspecified
Extrinsic asthma, unspecified