PatientID
string | AdmissionDate
string | DischargeDate
string | Age
int64 | Gender
string | Race
string | ZipCode_Area
int64 | PrimaryDiagnosis_ICD10
string | ComorbidityCount
int64 | LengthOfStay_Days
int64 | TotalCharges_USD
float64 | InsuranceType
string | PriorEmergencyVisits_3mo
int64 | PriorInpatientVisits_1y
int64 | MedicationComplianceScore
float64 | HadSurgery
bool | Readmission_30d
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
H001
|
2023-11-10
|
2023-11-15
| 68
|
Female
|
White
| 1,001
|
I50.9
| 3
| 5
| 15,200.5
|
Medicare
| 1
| 2
| 0.85
| true
| 1
|
H002
|
2023-12-01
|
2023-12-03
| 45
|
Male
|
Asian
| 2,005
|
J44.9
| 1
| 2
| 6,800.75
|
PPO
| 0
| 0
| 0.95
| false
| 0
|
H003
|
2023-12-15
|
2023-12-28
| 79
|
Male
|
Black
| 3,010
|
C34.90
| 4
| 13
| 45,100.2
|
Medicaid
| 2
| 3
| 0.7
| true
| 1
|
H004
|
2024-01-05
|
2024-01-08
| 52
|
Female
|
Hispanic
| 1,001
|
K80.10
| 0
| 3
| 8,900
|
HMO
| 0
| 0
| 1
| true
| 0
|
H005
|
2024-01-20
|
2024-01-22
| 33
|
Female
|
White
| 4,055
|
N39.0
| 0
| 2
| 5,500.6
|
Commercial
| 0
| 0
| 0.98
| false
| 0
|
H006
|
2024-02-01
|
2024-02-07
| 72
|
Male
|
Asian
| 2,005
|
I21.9
| 5
| 6
| 22,500.9
|
Medicare
| 1
| 1
| 0.8
| true
| 1
|
H007
|
2024-02-14
|
2024-02-16
| 28
|
Female
|
White
| 5,012
|
G40.909
| 1
| 2
| 7,100.4
|
PPO
| 0
| 0
| 0.99
| false
| 0
|
H008
|
2024-03-01
|
2024-03-04
| 61
|
Male
|
Black
| 3,010
|
E11.9
| 3
| 3
| 10,500.15
|
HMO
| 0
| 1
| 0.75
| false
| 0
|
H009
|
2024-03-10
|
2024-03-17
| 85
|
Female
|
White
| 1,001
|
J18.9
| 6
| 7
| 28,900.3
|
Medicare
| 3
| 4
| 0.65
| false
| 1
|
H010
|
2024-04-01
|
2024-04-05
| 49
|
Male
|
Hispanic
| 4,055
|
M17.9
| 1
| 4
| 14,200.8
|
Commercial
| 0
| 0
| 0.9
| true
| 0
|
H011
|
2024-04-20
|
2024-04-22
| 55
|
Female
|
Asian
| 5,012
|
R10.9
| 2
| 2
| 6,100.2
|
Medicaid
| 0
| 0
| 0.97
| false
| 0
|
H012
|
2024-05-01
|
2024-05-15
| 77
|
Male
|
White
| 2,005
|
I48.91
| 4
| 14
| 35,700
|
Medicare
| 2
| 2
| 0.78
| false
| 1
|
H013
|
2024-05-20
|
2024-05-23
| 38
|
Female
|
Black
| 1,001
|
S82.309A
| 0
| 3
| 9,500.5
|
PPO
| 0
| 0
| 1
| true
| 0
|
H014
|
2024-06-05
|
2024-06-06
| 64
|
Male
|
Hispanic
| 3,010
|
R07.9
| 2
| 1
| 4,100.7
|
HMO
| 1
| 0
| 0.88
| false
| 0
|
H015
|
2024-06-18
|
2024-06-25
| 91
|
Female
|
White
| 4,055
|
F32.9
| 5
| 7
| 19,800.1
|
Medicaid
| 1
| 5
| 0.55
| false
| 1
|
H016
|
2024-07-01
|
2024-07-03
| 58
|
Male
|
Asian
| 5,012
|
Z51.11
| 1
| 2
| 8,200.3
|
Commercial
| 0
| 0
| 0.96
| true
| 0
|
H017
|
2024-07-15
|
2024-07-19
| 70
|
Female
|
Black
| 2,005
|
K92.2
| 3
| 4
| 13,500.6
|
Medicare
| 0
| 1
| 0.82
| false
| 0
|
H018
|
2024-08-01
|
2024-08-10
| 81
|
Male
|
White
| 3,010
|
I10
| 5
| 9
| 30,100.45
|
Medicaid
| 4
| 2
| 0.6
| false
| 1
|
H019
|
2024-08-15
|
2024-08-17
| 44
|
Female
|
Hispanic
| 1,001
|
H25.9
| 0
| 2
| 5,900
|
PPO
| 0
| 0
| 0.99
| true
| 0
|
H020
|
2024-09-01
|
2024-09-05
| 66
|
Male
|
Asian
| 4,055
|
N18.6
| 4
| 4
| 16,700.9
|
HMO
| 0
| 1
| 0.89
| false
| 0
|
H021
|
2024-09-10
|
2024-09-12
| 50
|
Female
|
White
| 5,012
|
A41.9
| 2
| 2
| 7,500
|
Commercial
| 1
| 0
| 0.92
| false
| 0
|
H022
|
2024-10-01
|
2024-10-08
| 76
|
Male
|
Black
| 2,005
|
J45.909
| 5
| 7
| 25,500.8
|
Medicare
| 3
| 3
| 0.73
| false
| 1
|
H023
|
2024-10-15
|
2024-10-16
| 30
|
Female
|
Hispanic
| 3,010
|
V00.1
| 0
| 1
| 3,500.5
|
PPO
| 0
| 0
| 1
| false
| 0
|
H024
|
2024-11-01
|
2024-11-06
| 63
|
Male
|
White
| 1,001
|
G30.9
| 3
| 5
| 18,900.25
|
HMO
| 0
| 1
| 0.87
| false
| 0
|
H025
|
2024-11-15
|
2024-11-19
| 88
|
Female
|
Asian
| 4,055
|
I63.9
| 6
| 4
| 14,800.7
|
Medicaid
| 2
| 4
| 0.68
| true
| 1
|
H026
|
2024-12-01
|
2024-12-02
| 40
|
Male
|
Black
| 5,012
|
R51
| 1
| 1
| 3,800.4
|
Commercial
| 0
| 0
| 0.99
| false
| 0
|
H027
|
2024-12-10
|
2024-12-15
| 74
|
Female
|
White
| 2,005
|
I50.9
| 4
| 5
| 17,500.1
|
Medicare
| 1
| 2
| 0.79
| false
| 1
|
H028
|
2024-12-20
|
2024-12-21
| 55
|
Male
|
Hispanic
| 3,010
|
K29.70
| 2
| 1
| 4,500.6
|
PPO
| 0
| 0
| 0.95
| false
| 0
|
H029
|
2025-01-05
|
2025-01-12
| 69
|
Female
|
Asian
| 1,001
|
C18.9
| 3
| 7
| 26,500.9
|
HMO
| 0
| 1
| 0.85
| true
| 0
|
H030
|
2025-01-20
|
2025-01-25
| 83
|
Male
|
Black
| 4,055
|
I48.91
| 5
| 5
| 19,500.3
|
Medicaid
| 3
| 3
| 0.7
| false
| 1
|
H031
|
2025-02-01
|
2025-02-04
| 47
|
Female
|
White
| 5,012
|
J02.9
| 0
| 3
| 7,800
|
Commercial
| 0
| 0
| 0.98
| false
| 0
|
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