id
int64
age_years
int64
gravidity
int64
parity
int64
gestational_age_weeks
float64
bmi_pre_pregnancy
float64
systolic_bp_mmhg
int64
diastolic_bp_mmhg
int64
hemoglobin_gdl
float64
anemia_status
string
fasting_glucose_mgdl
int64
proteinuria
int64
hiv_status
int64
anc_visits
int64
delivery_mode
string
primary_complication
string
pregnancy_outcome
string
risk_level
string
9,901
31
1
0
21.4
30.5
104
63
9.9
moderate
112
0
0
4
vaginal
gestational_diabetes
live_birth
moderate
9,902
23
3
2
9.4
25
106
62
10.4
mild
81
0
0
0
vaginal
none
live_birth
low
9,903
28
4
3
23.2
32.3
147
80
12
none
79
3
0
5
vaginal
preeclampsia
live_birth
moderate
9,904
30
4
3
37.1
20.1
123
76
12.9
none
87
1
0
4
vaginal
none
live_birth
low
9,905
31
3
2
27.5
31.9
112
59
12.2
none
88
0
0
2
vaginal
none
live_birth
low
9,906
40
9
7
30.4
24.9
108
77
9.9
moderate
85
0
0
4
vaginal
none
live_birth
moderate
9,907
22
3
2
24.1
23.6
119
65
8.7
moderate
92
0
0
4
vaginal
none
live_birth
moderate
9,908
35
6
5
29.5
28.2
122
61
5.5
severe
79
1
0
3
vaginal
severe_anemia
live_birth
high
9,909
21
5
4
27.7
21.6
109
60
10.4
mild
79
0
0
3
vaginal
none
live_birth
low
9,910
24
4
2
34.2
22.5
114
66
11.4
none
63
0
0
4
vaginal
none
live_birth
low
9,911
34
6
4
22.9
18.3
109
70
10.1
mild
84
0
0
5
vaginal
none
live_birth
low
9,912
29
3
2
38.4
18.9
130
98
8
moderate
72
3
0
8
vaginal
preeclampsia
live_birth
moderate
9,913
26
9
8
31.4
29.6
126
72
12.3
none
86
1
1
5
vaginal
none
live_birth
high
9,914
24
3
2
33.9
18.5
120
66
8.9
moderate
67
0
0
7
caesarean
none
live_birth
moderate
9,915
24
2
1
21.2
18.1
111
71
11.7
none
81
0
0
0
vaginal
none
live_birth
low
9,916
24
1
0
19.6
21.3
117
76
11.1
none
83
0
0
3
vaginal
none
live_birth
low
9,917
20
1
0
23
28.2
99
65
6.3
severe
83
0
0
3
vaginal
severe_anemia
live_birth
high
9,918
33
3
2
26.5
27.1
121
74
10.8
mild
105
0
0
3
vaginal
gestational_diabetes
live_birth
moderate
9,919
22
2
1
38.3
20.1
109
87
14.1
none
99
0
0
7
vaginal
gestational_diabetes
live_birth
moderate
9,920
33
2
1
38
25.4
117
74
12.1
none
130
0
0
3
vaginal
gestational_diabetes
live_birth
moderate
9,921
30
9
8
21
17.7
97
77
7.3
moderate
72
0
0
1
vaginal
hemorrhage
stillbirth
high
9,922
32
2
1
16.9
21.5
153
98
11.9
none
95
4
0
3
vaginal
preeclampsia
live_birth
moderate
9,923
23
3
1
23.8
32.1
135
70
11.2
none
84
0
0
9
vaginal
none
live_birth
low
9,924
18
1
0
14.3
28.8
187
119
11.1
none
96
4
0
1
vaginal
eclampsia
stillbirth
high
9,925
35
3
2
36.7
23.9
114
62
12
none
83
0
0
5
vaginal
none
live_birth
low
9,926
24
5
3
22.4
23.5
106
78
8.8
moderate
89
0
0
3
vaginal
none
live_birth
moderate
9,927
36
6
5
24.7
18.8
109
62
8.8
moderate
71
0
0
8
vaginal
none
live_birth
moderate
9,928
22
2
1
17.3
24.4
113
62
13.5
none
83
1
0
2
vaginal
gestational_diabetes
live_birth
moderate
9,929
25
3
2
21.7
22.4
102
63
8.9
moderate
92
0
0
4
vaginal
none
live_birth
moderate
9,930
33
6
5
29.3
21.5
123
80
9
moderate
131
0
0
4
vaginal
gestational_diabetes
live_birth
moderate
9,931
32
6
5
35.4
20.3
99
72
6.8
severe
75
0
0
8
vaginal
none
live_birth
high
9,932
24
1
0
35.4
21.1
116
65
12.1
none
96
1
0
1
vaginal
none
live_birth
low
9,933
24
4
3
24.6
33.2
109
83
10.2
mild
71
0
0
1
vaginal
none
live_birth
low
9,934
19
1
0
25.5
15.2
94
72
11.8
none
79
0
0
4
vaginal
none
live_birth
low
9,935
26
3
2
11.2
24.7
118
87
8.3
moderate
78
0
1
1
vaginal
none
live_birth
high
9,936
27
3
2
14.2
20.7
123
59
12.4
none
80
0
0
1
vaginal
none
live_birth
low
9,937
36
5
4
36.4
20.2
137
92
10.2
mild
91
3
0
6
caesarean
preeclampsia
live_birth
moderate
9,938
29
3
2
28.2
29.8
117
59
10.7
mild
71
0
0
6
vaginal
none
live_birth
low
9,939
23
2
1
38.2
14.3
111
70
10.9
mild
80
0
0
7
vaginal
none
live_birth
low
9,940
23
4
3
23.2
21.8
106
78
12
none
69
0
0
4
vaginal
none
live_birth
low
9,941
28
4
3
34.6
26.8
121
79
12.2
none
77
0
0
8
vaginal
none
live_birth
low
9,942
27
2
0
22.4
26.9
141
65
11.7
none
87
0
0
2
caesarean
none
live_birth
moderate
9,943
20
1
0
27.5
27.3
158
93
12.7
none
84
4
0
3
vaginal
preeclampsia
live_birth
moderate
9,944
31
5
3
25.9
21.3
120
68
11.7
none
83
1
0
3
vaginal
none
live_birth
low
9,945
22
3
2
31.6
27.4
110
63
11.1
none
73
0
0
2
vaginal
none
live_birth
low
9,946
22
3
2
13.6
28.1
119
82
11.7
none
126
1
1
1
vaginal
gestational_diabetes
live_birth
high
9,947
21
3
2
17.3
24.7
101
55
11.9
none
76
0
1
1
vaginal
none
live_birth
high
9,948
29
4
3
37.2
25.4
121
80
11.3
none
122
0
0
7
vaginal
gestational_diabetes
live_birth
moderate
9,949
27
1
0
28.4
26.5
140
70
12.3
none
82
1
0
5
vaginal
none
live_birth
moderate
9,950
36
6
5
34.2
22.8
114
76
10
mild
89
1
0
5
caesarean
none
live_birth
moderate
9,951
30
2
1
31.2
26.6
107
66
12.1
none
98
0
0
2
vaginal
none
live_birth
low
9,952
25
2
0
14.2
24.1
122
61
8
moderate
81
0
0
2
vaginal
none
live_birth
moderate
9,953
31
2
1
28.6
23.8
104
61
7.5
moderate
98
0
0
7
vaginal
none
live_birth
moderate
9,954
23
2
1
28.2
14.2
100
66
7.4
moderate
84
0
0
7
vaginal
none
live_birth
moderate
9,955
24
1
0
34.4
23.9
110
68
7.2
moderate
85
0
1
6
vaginal
none
live_birth
high
9,956
17
1
0
35.6
26.5
119
68
12.3
none
74
0
0
5
vaginal
none
live_birth
low
9,957
23
2
1
23.1
22
103
61
10.8
mild
78
0
0
3
vaginal
none
live_birth
low
9,958
17
1
0
23.3
27
108
83
7.9
moderate
87
0
0
2
caesarean
none
live_birth
moderate
9,959
38
6
5
32.5
34.7
124
86
12.8
none
84
0
0
5
vaginal
none
live_birth
moderate
9,960
33
2
1
38
27.2
96
65
10.1
mild
114
0
0
2
vaginal
gestational_diabetes
live_birth
moderate
9,961
21
4
3
23.3
21.6
92
68
11.5
none
84
0
0
2
vaginal
none
live_birth
low
9,962
28
4
3
29.3
19.6
116
76
8.9
moderate
72
0
0
4
vaginal
hemorrhage
live_birth
high
9,963
25
3
2
19.7
24.3
120
77
10.8
mild
79
0
0
0
vaginal
none
live_birth
low
9,964
26
1
0
34.5
21.5
109
66
12.1
none
92
0
0
2
vaginal
none
live_birth
low
9,965
33
7
5
40.2
32.1
110
83
10.1
mild
82
0
0
7
vaginal
none
live_birth
low
9,966
22
2
1
15.9
22
118
67
10.9
mild
71
0
0
2
vaginal
none
live_birth
low
9,967
31
5
4
26
23.8
115
78
10.3
mild
76
0
0
5
vaginal
none
live_birth
low
9,968
15
1
0
26.3
22.6
102
70
12
none
88
0
0
3
vaginal
none
live_birth
high
9,969
23
3
1
15.1
24.5
110
79
7.5
moderate
78
0
0
0
vaginal
none
live_birth
moderate
9,970
30
1
0
30
15.4
107
74
4.6
severe
68
0
1
4
caesarean
severe_anemia
live_birth
high
9,971
21
1
0
33.2
25.1
102
62
11
none
80
0
0
3
vaginal
none
live_birth
low
9,972
22
2
1
38.2
24.2
99
77
12.7
none
87
0
0
4
vaginal
none
live_birth
low
9,973
27
2
1
37.5
18.5
117
79
8.2
moderate
74
0
0
6
vaginal
none
live_birth
moderate
9,974
23
2
0
24.5
19
116
70
10.7
mild
84
1
0
5
vaginal
none
live_birth
low
9,975
20
1
0
19.2
21
107
76
13.4
none
84
0
0
3
vaginal
none
live_birth
low
9,976
26
7
6
34.1
22.4
118
64
12.9
none
83
0
0
6
vaginal
none
live_birth
moderate
9,977
21
1
0
12.2
20.6
145
99
9.5
moderate
74
2
0
1
caesarean
preeclampsia
live_birth
moderate
9,978
18
2
1
31.5
22.1
110
74
11.8
none
72
0
0
4
vaginal
none
live_birth
low
9,979
32
3
2
37.2
23
121
66
10.8
mild
91
0
0
5
caesarean
none
live_birth
low
9,980
21
1
0
29.4
24.9
101
58
12.8
none
88
0
0
3
vaginal
none
live_birth
low
9,981
25
4
3
38.7
21.1
111
82
9.6
moderate
84
1
0
9
vaginal
none
live_birth
moderate
9,982
29
3
2
26.2
24.8
112
71
12.2
none
86
0
0
5
vaginal
none
live_birth
low
9,983
18
1
0
22.7
28.7
115
70
11.3
none
90
1
0
2
vaginal
none
live_birth
low
9,984
32
6
5
17.8
23.2
102
66
8.1
moderate
78
0
0
2
vaginal
none
live_birth
moderate
9,985
33
1
0
24.4
19.8
110
82
9.5
moderate
89
0
0
4
vaginal
none
live_birth
moderate
9,986
34
3
2
20.5
23.5
127
63
10.6
mild
80
0
0
4
vaginal
none
live_birth
low
9,987
25
2
1
29.5
32.9
130
84
9.9
moderate
84
0
0
6
vaginal
none
live_birth
moderate
9,988
23
1
0
24.9
21.8
115
65
12.3
none
94
0
1
6
vaginal
none
live_birth
high
9,989
30
5
4
34.1
19.2
112
81
10.4
mild
118
0
0
2
vaginal
gestational_diabetes
live_birth
moderate
9,990
33
6
5
37.6
27.3
105
69
9.2
moderate
78
0
0
7
vaginal
none
live_birth
moderate
9,991
38
5
4
38.6
22.7
120
69
8.6
moderate
86
0
0
10
caesarean
none
live_birth
moderate
9,992
20
2
1
39.8
18.5
91
60
10.6
mild
77
0
0
7
vaginal
none
live_birth
low
9,993
24
1
0
33.6
17.5
95
66
9.2
moderate
80
0
0
4
vaginal
none
live_birth
moderate
9,994
23
6
4
10.9
24.5
130
80
9.1
moderate
85
0
0
2
vaginal
none
live_birth
moderate
9,995
26
8
7
41.3
21.2
112
74
8.7
moderate
68
0
0
5
vaginal
none
live_birth
moderate
9,996
21
1
0
33.9
17.5
110
67
13.5
none
76
1
0
6
vaginal
none
live_birth
low
9,997
30
4
3
34.9
24.9
115
69
13.2
none
80
0
0
2
vaginal
none
live_birth
low
9,998
28
1
0
41.8
21.6
99
70
9.4
moderate
83
0
0
6
vaginal
none
live_birth
moderate
9,999
19
3
1
36.3
19.6
101
65
11.7
none
70
0
0
7
caesarean
none
live_birth
low
10,000
38
12
10
16.2
17.9
118
60
11.5
none
68
0
0
1
caesarean
none
live_birth
moderate