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
6,401
Caucasian
Female
[80-90)
?
Emergency
Discharged to home
Emergency Room
3
?
Family/GeneralPractice
63
1
15
0
0
0
540
428
250
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
true
Acute appendicitis with generalized peritonitis
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,402
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Transfer from another health care facility
7
MC
InternalMedicine
47
2
14
0
0
0
820
?
?
5
null
>8
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Closed fracture of intracapsular section of neck of femur, unspecified
null
null
6,403
Caucasian
Male
[30-40)
?
Emergency
Discharged to home
null
2
SP
?
11
3
10
0
0
0
592
591
250
7
Norm
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Calculus of kidney
Hydronephrosis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,404
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to another type of inpatient care institution
Emergency Room
4
?
?
40
0
14
0
0
0
780
780
294
8
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Alteration of consciousness
Alteration of consciousness
Amnestic disorder in conditions classified elsewhere
6,405
Caucasian
Female
[60-70)
?
Elective
Discharged to home
Physician Referral
4
?
?
21
1
19
0
0
0
715
401
244
4
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Osteoarthrosis, generalized, site unspecified
Malignant essential hypertension
Postsurgical hypothyroidism
6,406
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
10
MC
Surgery-Cardiovascular/Thoracic
57
3
81
0
0
0
414
411
496
6
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Chronic airway obstruction, not elsewhere classified
6,407
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
9
CP
?
82
4
37
0
0
0
584
481
427
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Acute kidney failure
Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia]
Paroxysmal supraventricular tachycardia
6,408
AfricanAmerican
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
2
?
Family/GeneralPractice
41
3
14
0
0
0
280
250.92
401
9
null
null
Steady
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
Iron deficiency anemia secondary to blood loss (chronic)
Diabetes with unspecified complication, type II or unspecified type, uncontrolled
Malignant essential hypertension
6,409
Caucasian
Male
[50-60)
?
Emergency
Discharged/transferred to another short term hospital
Physician Referral
6
?
?
46
0
14
0
0
0
410
780
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
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Alteration of consciousness
Malignant essential hypertension
6,410
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
CP
?
43
1
17
0
0
0
276
403
V45
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
Hyperosmolality and/or hypernatremia
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Unspecified cardiac device in situ
6,411
Caucasian
Male
[70-80)
?
Urgent
Discharged to home
Physician Referral
1
?
?
30
6
6
0
0
0
535
496
441
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
Chronic airway obstruction, not elsewhere classified
Dissection of aorta, unspecified site
6,412
Caucasian
Female
[60-70)
?
Urgent
null
Transfer from a hospital
3
?
?
47
0
6
0
0
0
781
E939
401
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
Abnormal involuntary movements
Antidepressants causing adverse effects in therapeutic use
Malignant essential hypertension
6,413
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
2
MC
?
43
0
6
0
0
0
427
799
250
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
Paroxysmal supraventricular tachycardia
Other ill-defined and unknown causes of morbidity and mortality
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,414
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
7
MC
?
55
2
27
0
0
0
274
428
425
9
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
true
Gouty arthropathy, unspecified
Congestive heart failure, unspecified
Endomyocardial fibrosis
6,415
Caucasian
Female
[30-40)
?
Emergency
null
Emergency Room
4
?
Family/GeneralPractice
59
0
22
0
0
1
493
276
276
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
true
Extrinsic asthma, unspecified
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
6,416
AfricanAmerican
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
4
?
Obsterics&Gynecology-GynecologicOnco
52
3
17
0
0
1
218
280
218
8
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Submucous leiomyoma of uterus
Iron deficiency anemia secondary to blood loss (chronic)
Submucous leiomyoma of uterus
6,417
Caucasian
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
5
BC
Surgery-Cardiovascular/Thoracic
56
6
55
0
0
0
414
411
285
6
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Postmyocardial infarction syndrome
Sideroblastic anemia
6,418
Caucasian
Male
[60-70)
?
null
Discharged to home
null
9
?
InternalMedicine
74
1
26
0
0
0
436
428
427
8
null
>8
No
No
No
No
No
No
Up
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Acute, but ill-defined, cerebrovascular disease
Congestive heart failure, unspecified
Paroxysmal supraventricular tachycardia
6,419
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
Psychiatry
67
1
18
0
1
2
295
413
780
9
null
>8
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
Simple type schizophrenia, unspecified
Angina decubitus
Alteration of consciousness
6,420
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
2
?
Family/GeneralPractice
27
0
9
0
0
0
250.03
276
401
4
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 mellitus without mention of complication, type I [juvenile type], uncontrolled
Hyperosmolality and/or hypernatremia
Malignant essential hypertension
6,421
Caucasian
Male
[80-90)
?
Elective
Discharged/transferred to another short term hospital
Physician Referral
3
MC
Emergency/Trauma
9
0
12
0
0
0
428
250
300
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
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Anxiety state, unspecified
6,422
Caucasian
Female
[30-40)
[50-75)
Emergency
Discharged to home
Emergency Room
2
MD
?
48
0
7
0
1
0
250.11
622
305
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
Diabetes with ketoacidosis, type I [juvenile type], not stated as uncontrolled
Erosion and ectropion of cervix
Alcohol abuse, unspecified
6,423
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Physician Referral
2
?
?
47
1
18
0
0
0
442
433
414
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
Aneurysm of artery of upper extremity
Occlusion and stenosis of basilar artery without mention of cerebral infarction
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,424
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
BC
InternalMedicine
50
0
9
0
0
0
780
250
V12
4
null
Norm
Up
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Alteration of consciousness
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Personal history of unspecified infectious and parasitic disease
6,425
Caucasian
Male
[20-30)
[75-100)
Emergency
Discharged to home
Emergency Room
2
UN
InternalMedicine
38
0
5
1
0
2
576
473
250
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Postcholecystectomy syndrome
Chronic maxillary sinusitis
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,426
Caucasian
Female
[70-80)
?
Not Available
Discharged/transferred to SNF
null
9
?
Family/GeneralPractice
26
1
22
1
1
0
404
518
276
8
>200
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
true
Hypertensive heart and chronic kidney disease, malignant, without heart failure and with chronic kidney disease stage I through stage IV, or unspecified
Pulmonary collapse
Hyperosmolality and/or hypernatremia
6,427
AfricanAmerican
Female
[60-70)
?
Elective
Discharged to home
HMO Referral
4
?
ObstetricsandGynecology
20
6
20
0
0
0
182
250.51
553
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
Malignant neoplasm of corpus uteri, except isthmus
Diabetes with ophthalmic manifestations, type I [juvenile type], not stated as uncontrolled
Femoral hernia without mention of obstruction of gangrene, unilateral or unspecified(not specified as recurrent)
6,428
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
5
MC
?
53
0
19
0
0
2
486
427
511
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
Pneumonia, organism unspecified
Paroxysmal supraventricular tachycardia
Pleurisy without mention of effusion or current tuberculosis
6,429
Caucasian
Male
[40-50)
?
Not Available
Discharged to home
null
1
BC
?
11
0
12
3
0
0
786
272
250
6
>200
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Respiratory abnormality, unspecified
Pure hypercholesterolemia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,430
Caucasian
Female
[60-70)
?
Elective
Discharged/transferred to another rehab fac including rehab units of a hospital.
Physician Referral
3
MC
?
36
6
34
1
0
0
738
285
599
9
null
null
Steady
Steady
No
No
No
No
Down
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Acquired deformity of nose
Sideroblastic anemia
Urinary tract infection, site not specified
6,431
Caucasian
Female
[50-60)
?
Urgent
Discharged/transferred to another type of inpatient care institution
Physician Referral
4
MC
Orthopedics-Reconstructive
47
1
12
0
0
0
715
781
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
Osteoarthrosis, generalized, site unspecified
Abnormal involuntary movements
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,432
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
?
?
44
0
1
0
0
1
560
202
283
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
Intussusception
Nodular lymphoma, unspecified site, extranodal and solid organ sites
Autoimmune hemolytic anemias
6,433
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
Emergency/Trauma
66
6
19
0
0
0
410
785
414
6
null
>8
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
true
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Tachycardia, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,434
Caucasian
Male
[50-60)
?
Not Available
Discharged/transferred to SNF
Physician Referral
2
MC
?
50
0
24
27
0
0
491
427
707
8
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
Simple chronic bronchitis
Paroxysmal supraventricular tachycardia
Pressure ulcer, unspecified site
6,435
Caucasian
Male
[70-80)
?
Emergency
Discharged/transferred to ICF
Emergency Room
4
?
InternalMedicine
83
1
18
0
0
0
250.83
38
276
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
false
Diabetes with other specified manifestations, type I [juvenile type], uncontrolled
Streptococcal septicemia
Hyperosmolality and/or hypernatremia
6,436
Caucasian
Male
[70-80)
?
Emergency
Hospice / home
Emergency Room
6
?
?
56
0
4
0
0
0
486
276
280
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Pneumonia, organism unspecified
Hyperosmolality and/or hypernatremia
Iron deficiency anemia secondary to blood loss (chronic)
6,437
Caucasian
Male
[50-60)
?
Urgent
Discharged to home
Transfer from a hospital
3
?
?
37
3
14
0
0
0
410
396
414
8
null
null
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Mitral valve stenosis and aortic valve stenosis
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,438
AfricanAmerican
Female
[40-50)
?
Urgent
Discharged to home
Physician Referral
1
?
Cardiology
44
1
9
0
0
1
250.6
427
428
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
Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
6,439
Caucasian
Male
[50-60)
?
Emergency
Discharged to home
Emergency Room
1
?
?
24
2
11
0
0
0
540
428
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
Acute appendicitis with generalized peritonitis
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,440
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
5
?
Family/GeneralPractice
55
1
16
0
0
1
564
530
530
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
Constipation, unspecified
Achalasia and cardiospasm
Achalasia and cardiospasm
6,441
Caucasian
Male
[60-70)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
7
?
?
13
2
15
0
1
2
V57
781
682
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
Care involving breathing exercises
Abnormal involuntary movements
Cellulitis and abscess of face
6,442
Caucasian
Female
[60-70)
?
Not Available
Discharged to home
null
2
?
?
26
0
11
0
0
0
38
599
276
9
Norm
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
Streptococcal septicemia
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
6,443
Caucasian
Female
[80-90)
?
Emergency
Discharged/transferred to home with home health service
Emergency Room
6
SP
?
45
1
15
0
0
0
805
E888
250.02
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
Closed fracture of cervical vertebra, unspecified level
Fall resulting in striking against sharp object
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
6,444
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
3
BC
?
47
0
11
0
0
0
577
276
250
6
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 pancreatitis
Hyperosmolality and/or hypernatremia
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,445
Caucasian
Female
[60-70)
?
Not Mapped
Discharged to home
Physician Referral
1
?
Cardiology
1
3
11
0
0
0
414
401
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Malignant essential hypertension
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,446
?
Female
[80-90)
[50-75)
null
Discharged/transferred to another type of inpatient care institution
null
9
?
?
74
5
27
0
0
0
414
424
599
7
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
Coronary atherosclerosis of unspecified type of vessel, native or graft
Mitral valve disorders
Urinary tract infection, site not specified
6,447
AfricanAmerican
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
2
BC
Emergency/Trauma
47
1
4
0
0
0
250.8
V58
E932
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
Diabetes with other specified manifestations, type II or unspecified type, not stated as uncontrolled
Encounter for radiotherapy
Adrenal cortical steroids causing adverse effects in therapeutic use
6,448
AfricanAmerican
Female
[40-50)
?
Not Available
Discharged to home
null
3
CP
Surgery-General
15
0
17
0
0
0
998
682
E879
8
>200
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
Postoperative shock, unspecified
Cellulitis and abscess of face
Cardiac catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure
6,449
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
MC
?
52
0
16
0
1
4
410
428
428
9
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
Acute myocardial infarction of anterolateral wall, episode of care unspecified
Congestive heart failure, unspecified
Congestive heart failure, unspecified
6,450
Caucasian
Female
[50-60)
?
Elective
Discharged to home
Not Mapped
4
?
?
19
3
13
1
0
1
153
196
198
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
Malignant neoplasm of hepatic flexure
Secondary and unspecified malignant neoplasm of lymph nodes of head, face, and neck
Secondary malignant neoplasm of kidney
6,451
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Physician Referral
1
?
?
2
0
12
0
0
0
786
250
401
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
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Malignant essential hypertension
6,452
Caucasian
Male
[70-80)
?
Elective
null
Physician Referral
3
?
?
21
0
11
0
0
0
427
428
493
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
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
Extrinsic asthma, unspecified
6,453
AfricanAmerican
Female
[30-40)
?
Urgent
Discharged to home
Transfer from a hospital
6
CP
InternalMedicine
40
1
28
0
0
0
574
599
577
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
Calculus of gallbladder with acute cholecystitis, without mention of obstruction
Urinary tract infection, site not specified
Acute pancreatitis
6,454
Caucasian
Female
[90-100)
?
Emergency
Discharged/transferred to home with home health service
Physician Referral
4
MC
?
59
0
18
0
0
0
431
403
285
8
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
Intracerebral hemorrhage
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Sideroblastic anemia
6,455
Caucasian
Female
[80-90)
?
Urgent
Discharged/transferred to another short term hospital
Physician Referral
3
MC
?
36
0
17
0
0
0
414
414
276
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Coronary atherosclerosis of unspecified type of vessel, native or graft
Hyperosmolality and/or hypernatremia
6,456
Caucasian
Female
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
MC
Cardiology
48
0
10
0
0
0
786
414
V45
7
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
Respiratory abnormality, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
Unspecified cardiac device in situ
6,457
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
10
MC
?
2
0
18
0
0
0
296
346
250.01
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
Bipolar I disorder, single manic episode, unspecified
Migraine with aura, without mention of intractable migraine without mention of status migrainosus
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
6,458
Caucasian
Male
[20-30)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
7
BC
Urology
36
2
29
0
0
0
566
41
V09
7
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
Abscess of anal and rectal regions
Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, unspecified
Infection with microorganisms resistant to penicillins
6,459
AfricanAmerican
Female
[70-80)
?
Urgent
Discharged to home
Physician Referral
5
?
InternalMedicine
47
3
14
0
0
0
780
424
386
9
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
Alteration of consciousness
Mitral valve disorders
M_niere's disease, unspecified
6,460
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
7
MC
Emergency/Trauma
54
2
23
0
0
2
432
427
788
9
null
null
No
No
No
No
No
No
Up
No
No
No
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Nontraumatic extradural hemorrhage
Paroxysmal supraventricular tachycardia
Renal colic
6,461
Caucasian
Male
[60-70)
?
Elective
Discharged/transferred to home with home health service
Physician Referral
1
?
?
1
1
14
0
0
0
569
401
250.01
3
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
Anal and rectal polyp
Malignant essential hypertension
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
6,462
Caucasian
Male
[80-90)
?
Urgent
Discharged/transferred to SNF
Emergency Room
3
SP
Emergency/Trauma
56
0
16
0
0
0
486
428
250.02
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
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
6,463
Caucasian
Female
[40-50)
[75-100)
Emergency
Discharged to home
Emergency Room
5
UN
?
62
0
14
0
0
0
296
301
300
9
null
null
Up
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
Bipolar I disorder, single manic episode, unspecified
Paranoid personality disorder
Anxiety state, unspecified
6,464
Caucasian
Female
[70-80)
?
Emergency
Hospice / home
Physician Referral
1
?
?
28
0
6
2
0
1
787
157
780
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
Nausea and vomiting
Malignant neoplasm of head of pancreas
Alteration of consciousness
6,465
AfricanAmerican
Male
[40-50)
?
Elective
Discharged to home
Emergency Room
2
CM
Emergency/Trauma
8
0
9
0
0
0
250.02
401
272
4
null
null
No
No
No
No
Steady
No
No
No
No
Steady
No
No
No
No
No
No
No
Down
No
No
No
No
No
Ch
Yes
false
Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled
Malignant essential hypertension
Pure hypercholesterolemia
6,466
Caucasian
Female
[60-70)
?
Urgent
Discharged/transferred to home with home health service
Physician Referral
5
MC
?
21
0
26
0
0
1
616
682
682
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
Cervicitis and endocervicitis
Cellulitis and abscess of face
Cellulitis and abscess of face
6,467
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to SNF
Emergency Room
6
?
InternalMedicine
55
2
28
0
0
0
414
411
250
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
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
6,468
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to SNF
Physician Referral
7
MC
?
77
3
27
0
0
0
507
276
599
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Pneumonitis due to inhalation of food or vomitus
Hyperosmolality and/or hypernatremia
Urinary tract infection, site not specified
6,469
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
2
?
Pulmonology
47
0
18
0
0
0
435
403
276
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
Basilar artery syndrome
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
Hyperosmolality and/or hypernatremia
6,470
Caucasian
Female
[90-100)
?
Not Available
Discharged to home
null
4
MC
?
18
0
16
0
0
0
599
276
276
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
Urinary tract infection, site not specified
Hyperosmolality and/or hypernatremia
Hyperosmolality and/or hypernatremia
6,471
AfricanAmerican
Female
[50-60)
?
Urgent
Discharged to home
Emergency Room
1
?
?
39
0
4
0
0
0
786
250
354
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
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Carpal tunnel syndrome
6,472
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
8
BC
InternalMedicine
43
1
28
1
0
0
38
599
250
9
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Streptococcal septicemia
Urinary tract infection, site not specified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,473
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
1
SP
InternalMedicine
40
2
7
0
0
0
972
280
962
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
Poisoning by cardiac rhythm regulators
Iron deficiency anemia secondary to blood loss (chronic)
Poisoning by adrenal cortical steroids
6,474
Caucasian
Female
[70-80)
?
Elective
Discharged to home
Physician Referral
8
?
Surgery-Neuro
55
2
18
0
0
0
722
250.01
997
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Nervous system complication, unspecified
6,475
Hispanic
Male
[30-40)
?
Emergency
Discharged to home
Emergency Room
3
?
?
40
0
8
0
0
1
789
787
276
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
Abdominal pain, unspecified site
Nausea and vomiting
Hyperosmolality and/or hypernatremia
6,476
Caucasian
Female
[70-80)
?
Emergency
Discharged/transferred to ICF
Emergency Room
3
SP
Emergency/Trauma
1
0
4
0
0
0
331
276
294
4
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
false
Alzheimer's disease
Hyperosmolality and/or hypernatremia
Amnestic disorder in conditions classified elsewhere
6,477
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
7
MC
?
65
6
19
0
0
0
112
995
599
8
null
null
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
true
Candidiasis of mouth
Other anaphylactic reaction
Urinary tract infection, site not specified
6,478
Caucasian
Female
[90-100)
?
Emergency
Discharged/transferred to SNF
Physician Referral
2
MC
?
59
0
10
0
0
0
486
428
276
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
false
Pneumonia, organism unspecified
Congestive heart failure, unspecified
Hyperosmolality and/or hypernatremia
6,479
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Emergency Room
5
MC
Surgery-Cardiovascular/Thoracic
58
3
52
0
0
0
414
428
411
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
false
Coronary atherosclerosis of unspecified type of vessel, native or graft
Congestive heart failure, unspecified
Postmyocardial infarction syndrome
6,480
Caucasian
Male
[70-80)
?
Elective
Discharged to home
Physician Referral
4
?
Orthopedics-Reconstructive
46
2
24
0
0
0
722
492
414
6
null
null
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Ch
Yes
false
Displacement of cervical intervertebral disc without myelopathy
Emphysematous bleb
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,481
Caucasian
Male
[80-90)
?
Emergency
Discharged/transferred to SNF
Physician Referral
4
MC
?
39
1
7
0
0
0
188
599
591
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
Malignant neoplasm of trigone of urinary bladder
Urinary tract infection, site not specified
Hydronephrosis
6,482
?
Female
[40-50)
?
Elective
Discharged to home
Physician Referral
3
?
Urology
33
1
13
0
0
0
625
295
250
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
Dyspareunia
Simple type schizophrenia, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
6,483
AfricanAmerican
Female
[70-80)
?
Emergency
Discharged to home
Transfer from another health care facility
2
MC
Family/GeneralPractice
61
3
15
0
0
0
786
250
244
5
null
null
No
No
No
No
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
false
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
Postsurgical hypothyroidism
6,484
Caucasian
Female
[50-60)
?
Emergency
Discharged to home
Emergency Room
5
?
Family/GeneralPractice
62
0
20
0
0
1
584
250.82
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
true
Acute kidney failure
Diabetes with other specified manifestations, type II or unspecified type, uncontrolled
Congestive heart failure, unspecified
6,485
Caucasian
Male
[60-70)
?
Elective
Discharged to home
Transfer from a hospital
14
?
PhysicalMedicineandRehabilitation
21
0
10
0
0
1
V57
438
780
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
false
Care involving breathing exercises
Late effects of cerebrovascular disease, cognitive deficits
Alteration of consciousness
6,486
Caucasian
Female
[40-50)
?
Emergency
Discharged to home
Emergency Room
2
?
Cardiology
39
5
15
0
0
0
786
250.01
401
3
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Yes
false
Respiratory abnormality, unspecified
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
Malignant essential hypertension
6,487
Caucasian
Male
[70-80)
?
Emergency
Discharged to home
Physician Referral
1
?
InternalMedicine
22
0
11
0
0
0
427
428
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
Paroxysmal supraventricular tachycardia
Congestive heart failure, unspecified
Coronary atherosclerosis of unspecified type of vessel, native or graft
6,488
AfricanAmerican
Female
[50-60)
?
Emergency
Discharged to home
Physician Referral
1
?
?
35
0
14
0
0
1
590
428
493
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
Chronic pyelonephritis without lesion of renal medullary necrosis
Congestive heart failure, unspecified
Extrinsic asthma, unspecified
6,489
Caucasian
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
2
MC
Cardiology
48
1
19
0
0
0
427
414
V45
5
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
Paroxysmal supraventricular tachycardia
Coronary atherosclerosis of unspecified type of vessel, native or graft
Unspecified cardiac device in situ
6,490
Asian
Male
[70-80)
?
Emergency
Discharged/transferred to SNF
Physician Referral
4
?
Family/GeneralPractice
36
3
8
0
0
0
162
198
799
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
Malignant neoplasm of trachea
Secondary malignant neoplasm of kidney
Other ill-defined and unknown causes of morbidity and mortality
6,491
AfricanAmerican
Male
[50-60)
?
Elective
Discharged to home
Physician Referral
2
?
Surgery-Vascular
39
2
25
0
0
0
996
42
403
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
Mechanical complication of unspecified cardiac device, implant, and graft
Human immunodeficiency virus [HIV] disease
Hypertensive chronic kidney disease, malignant, with chronic kidney disease stage I through stage IV, or unspecified
6,492
?
Female
[40-50)
?
Not Available
Discharged to home
Physician Referral
3
MC
?
7
3
14
1
0
0
278
865
V85
7
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Up
No
No
No
No
No
Ch
Yes
false
Obesity, unspecified
Injury to spleen without mention of open wound into cavity, unspecified injury
Body Mass Index less than 19, adult
6,493
AfricanAmerican
Male
[60-70)
?
Emergency
Discharged to home
Emergency Room
4
?
Cardiology
52
3
18
0
0
1
786
428
535
9
null
>8
Steady
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
Respiratory abnormality, unspecified
Congestive heart failure, unspecified
Acute gastritis, without mention of hemorrhage
6,494
Caucasian
Male
[70-80)
?
Emergency
null
Emergency Room
8
?
?
72
6
22
0
0
0
584
428
250.4
9
null
null
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
false
Acute kidney failure
Congestive heart failure, unspecified
Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled
6,495
Caucasian
Female
[40-50)
?
Urgent
Discharged to home
Physician Referral
2
MC
InternalMedicine
37
0
10
0
0
0
780
292
250.01
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
Alteration of consciousness
Drug withdrawal
Diabetes mellitus without mention of complication, type I [juvenile type], not stated as uncontrolled
6,496
Caucasian
Female
[60-70)
?
Urgent
Discharged to home
Emergency Room
3
?
?
63
0
15
0
0
0
682
V10
V45
9
null
null
Steady
Steady
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Cellulitis and abscess of face
Personal history of malignant neoplasm of gastrointestinal tract, unspecified
Unspecified cardiac device in situ
6,497
Caucasian
Female
[30-40)
?
Emergency
Discharged to home
Emergency Room
2
?
InternalMedicine
57
1
4
0
0
0
722
250
?
2
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
Displacement of cervical intervertebral disc without myelopathy
Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled
null
6,498
Caucasian
Male
[70-80)
?
null
Discharged/transferred to home with home health service
Physician Referral
8
?
InternalMedicine
10
2
16
0
0
5
V57
496
332
6
Norm
null
No
Steady
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
No
Yes
true
Care involving breathing exercises
Chronic airway obstruction, not elsewhere classified
Paralysis agitans
6,499
Caucasian
Male
[70-80)
?
Not Available
Discharged/transferred to SNF
null
4
?
?
27
0
20
0
0
0
507
428
38
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
Pneumonitis due to inhalation of food or vomitus
Congestive heart failure, unspecified
Streptococcal septicemia
6,500
Caucasian
Male
[50-60)
?
Emergency
null
Emergency Room
13
?
?
76
2
22
0
0
0
434
780
276
8
null
>8
Steady
No
No
No
No
No
Steady
No
No
No
No
No
No
No
No
No
No
Steady
No
No
No
No
No
Ch
Yes
true
Cerebral thrombosis without mention of cerebral infarction
Alteration of consciousness
Hyperosmolality and/or hypernatremia