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