ENCOUNTERCLASS
stringclasses
10 values
DESCRIPTION
stringclasses
32 values
BASE_ENCOUNTER_COST
float64
75
146
TOTAL_CLAIM_COST
float64
75
106k
PAYER_COVERAGE
float64
-0.32
14.9
PATIENT_AGE
float64
-1.96
1.92
OBS_Height
stringclasses
107 values
OBS_
stringclasses
83 values
OBS_DrugScreen
stringclasses
1 value
OBS_BodyTemp
stringclasses
19 values
OBS_PainScore
stringclasses
8 values
OBS_DBP
stringclasses
25 values
OBS_HbA1c
stringclasses
8 values
OBS_BloodHgb
stringclasses
3 values
OBS_SerumGlucose
stringclasses
181 values
OBS_FEV1/FVC
stringclasses
18 values
OBS_Symptom
stringclasses
1 value
OBS_LVEF
stringclasses
9 values
OBS_SaO2
stringclasses
6 values
OBS_DeathCause
stringclasses
3 values
OBS_BloodGlucose
stringclasses
15 values
OBS_PregnancyTest
stringclasses
1 value
OBS_ForearmBoneDensity
stringclasses
1 value
NUM_PROCEDURES
float64
-0.76
9.9
HAS_CONDITION
int64
1
1
COND_TEXT_LEN
int64
0
87
REASON_GROUP
stringclasses
9 values
REASONDESCRIPTION_LABEL
int64
0
66
ENCOUNTERCLASS_LABEL
int64
0
9
LOG_CLAIM_COST
float64
4.33
11.6
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.321017
0.0738
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
85.9 mg/dL
null
null
null
null
null
null
null
null
0.271283
1
10
Pregnancy
45
5
6.502955
ambulatory
Encounter for check up (procedure)
85.55
4,830.95
0.371593
0.0738
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.875357
1
11
Dental Issue
30
0
8.483005
wellness
General examination of patient (procedure)
136.8
927.94
-0.187981
0.0738
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
95.0 mg/dL
null
null
null
null
null
null
null
null
0.844167
1
0
Other
66
9
6.834044
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.186044
0.0738
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.187897
1
0
Dental Issue
48
0
8.171246
wellness
General examination of patient (procedure)
136.8
853.36
-0.321017
0.118934
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
76.5 mg/dL
null
null
null
null
null
null
null
null
0.04213
1
0
Pregnancy
11
9
6.750353
outpatient
Encounter for check up (procedure)
85.55
881.81
-0.280757
0.118934
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
66.7 mg/dL
null
null
null
null
null
null
null
null
1.187897
1
0
Substance Abuse
19
5
6.78311
outpatient
Administration of vaccine to produce active immunity (procedure)
142.58
278.58
-0.281078
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
66
5
5.633288
ambulatory
Encounter for check up (procedure)
85.55
3,968.15
0.247894
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.531627
1
13
Dental Issue
48
0
8.286307
outpatient
Administration of vaccine to produce active immunity (procedure)
142.58
278.58
-0.281078
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
0
Other
18
5
5.633288
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.225519
0.118934
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
67.8 mg/dL
null
null
null
null
null
null
null
null
0.500436
1
42
Pregnancy
11
5
6.502955
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.186044
0.118934
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.187897
1
0
Dental Issue
30
0
8.171246
ambulatory
Encounter for check up (procedure)
85.55
20,297.15
2.379939
0.164067
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.645331
1
0
Other
53
0
9.918285
urgentcare
Urgent care clinic (environment)
142.58
1,667.38
-0.081969
0.164067
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
73.0 mg/dL
null
null
null
null
null
null
null
null
0.72959
1
24
Other
66
7
7.419608
ambulatory
Encounter for check up (procedure)
85.55
3,105.35
0.124195
0.164067
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.958743
1
0
Dental Issue
48
0
8.041204
outpatient
Encounter for check up (procedure)
85.55
1,800.91
-0.062824
0.164067
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
85.7 mg/dL
null
null
null
null
null
null
null
null
1.07332
1
14
Other
66
5
7.496602
wellness
General examination of patient (procedure)
136.8
717.36
-0.218171
0.164067
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
73.7 mg/dL
null
null
null
null
null
null
null
null
0.615013
1
14
Pregnancy
11
9
6.576971
emergency
Emergency room admission (procedure)
146.18
726.74
-0.216827
0.164067
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
68.3 mg/dL
null
null
null
null
null
null
null
null
1.41705
1
36
Pregnancy
45
1
6.589944
urgentcare
Urgent care clinic (environment)
142.58
291.74
-0.279193
0.164067
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
73.5 mg/dL
null
null
null
null
null
null
null
null
-0.759907
1
0
Heart Condition
23
7
5.679285
urgentcare
Urgent care clinic (environment)
142.58
723.14
-0.217343
0.164067
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
86.6 mg/dL
null
null
null
null
null
null
null
null
0.271283
1
6
Pregnancy
45
7
6.584985
urgentcare
Urgent care clinic (environment)
142.58
291.74
-0.279193
0.164067
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
90.2 mg/dL
null
null
null
null
null
null
null
null
-0.759907
1
0
Heart Condition
23
7
5.679285
urgentcare
Urgent care clinic (environment)
142.58
723.14
-0.217343
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
98.7 mg/dL
null
null
null
null
null
null
null
null
0.958743
1
0
Pregnancy
45
7
6.584985
urgentcare
Urgent care clinic (environment)
142.58
427.74
-0.321017
0.2092
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
75.1 mg/dL
null
null
null
null
null
null
null
null
-0.759907
1
0
Heart Condition
23
7
6.060851
ambulatory
Encounter for symptom (procedure)
85.55
85.55
-0.321017
0.2092
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
16
Respiratory Infection
2
0
4.460722
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.093505
0.2092
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.187897
1
0
Dental Issue
30
0
8.171246
urgentcare
Urgent care clinic (environment)
142.58
723.14
-0.217343
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
87.2 mg/dL
null
null
null
null
null
null
null
null
1.302474
1
6
Pregnancy
45
7
6.584985
outpatient
Encounter for check up (procedure)
85.55
1,097.51
-0.16367
0.2092
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
82.3 mg/dL
null
null
null
null
null
null
null
null
-0.530754
1
0
Heart Condition
13
5
7.00171
urgentcare
Urgent care clinic (environment)
142.58
723.14
-0.217343
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
96.3 mg/dL
null
null
null
null
null
null
null
null
-0.187024
1
32
Other
66
7
6.584985
urgentcare
Urgent care clinic (environment)
142.58
1,290.54
-0.135996
0.2092
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
88.9 mg/dL
null
null
null
null
null
null
null
null
-0.530754
1
0
Heart Condition
13
7
7.163591
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.225519
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
95.0 mg/dL
null
null
null
null
null
null
null
null
0.958743
1
32
Other
66
5
6.502955
urgentcare
Urgent care clinic (environment)
142.58
291.74
-0.279193
0.2092
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
75.5 mg/dL
null
null
null
null
null
null
null
null
-0.759907
1
0
Respiratory Infection
2
7
5.679285
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.225519
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
91.7 mg/dL
null
null
null
null
null
null
null
null
1.187897
1
10
Pregnancy
45
5
6.502955
ambulatory
Encounter for check up (procedure)
85.55
4,399.55
0.309743
0.2092
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.646204
1
11
Dental Issue
48
0
8.389485
ambulatory
Encounter for symptom (procedure)
85.55
85.55
-0.308752
0.2092
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.759907
1
15
Respiratory Infection
65
0
4.460722
wellness
General examination of patient (procedure)
136.8
1,007.64
-0.176555
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
81.7 mg/dL
null
null
null
null
null
null
null
null
1.41705
1
6
Other
66
9
6.916358
urgentcare
Urgent care clinic (environment)
142.58
507.44
-0.248268
0.2092
null
LeukEsterase Urine leukocytes not detected (finding) nominal
null
null
null
null
null
null
86.8 mg/dL
null
null
null
null
null
null
null
null
-0.530754
1
14
Heart Condition
13
7
6.231347
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.225519
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
64.5 mg/dL
null
null
null
null
null
null
null
null
1.41705
1
43
Other
66
5
6.502955
ambulatory
Encounter for check up (procedure)
85.55
2,673.95
0.062345
0.2092
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0.72959
1
0
Dental Issue
30
0
7.891686
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.225519
0.2092
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
76.3 mg/dL
null
null
null
null
null
null
null
null
0.958743
1
13
Pregnancy
45
5
6.502955
wellness
General examination of patient (procedure)
136.8
927.94
-0.321017
0.254333
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
92.4 mg/dL
null
null
null
null
null
null
null
null
1.07332
1
15
Other
66
9
6.834044
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.12894
0.254333
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.187897
1
0
Dental Issue
48
0
8.171246
outpatient
Encounter for check up (procedure)
85.55
1,110.08
-0.161867
0.254333
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
96.1 mg/dL
null
null
null
null
null
null
null
null
1.302474
1
6
Other
66
5
7.013088
ambulatory
Encounter for check up (procedure)
85.55
3,536.75
0.186044
0.254333
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1.187897
1
0
Dental Issue
48
0
8.171246
outpatient
Encounter for check up (procedure)
85.55
666.11
-0.321017
0.299467
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
82.0 mg/dL
null
null
null
null
null
null
null
null
0.844167
1
14
Pregnancy
11
5
6.502955
outpatient
Encounter for check up (procedure)
85.55
1,664.91
-0.195272
0.299467
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
64.8 mg/dL
null
null
null
null
null
null
null
null
1.187897
1
17
Pregnancy
45
5
7.418127
wellness
General examination of patient (procedure)
136.8
717.36
-0.218171
0.299467
null
SmokingStatus Ex-smoker (finding) nan
null
null
null
null
null
null
92.4 mg/dL
null
null
null
null
null
null
null
null
0.844167
1
50
Other
66
9
6.576971
ambulatory
Encounter for check up (procedure)
85.55
516.95
-0.246903
0.299467
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-0.530754
1
0
Dental Issue
30
0
6.249879