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
9,801
28
1
0
30.7
20.3
119
67
12.9
none
83
0
0
3
caesarean
none
live_birth
low
9,802
31
5
4
22.8
20.4
117
78
8.9
moderate
75
0
0
2
vaginal
none
live_birth
moderate
9,803
28
7
6
30.4
20.1
105
76
13.1
none
88
0
0
5
vaginal
none
live_birth
moderate
9,804
24
3
2
20.4
25.9
101
71
8.2
moderate
85
0
0
8
vaginal
none
live_birth
moderate
9,805
20
1
0
24.2
24.2
113
70
11.5
none
142
0
0
6
vaginal
gestational_diabetes
live_birth
moderate
9,806
41
3
2
27.4
22.4
119
74
10.2
mild
81
0
0
4
vaginal
none
live_birth
high
9,807
16
1
0
16.4
27.3
81
66
8.3
moderate
90
0
0
0
vaginal
none
live_birth
moderate
9,808
29
3
1
28.5
25.8
98
67
11.3
none
80
0
0
2
vaginal
none
live_birth
low
9,809
25
2
1
38.9
27.2
122
74
11.7
none
86
0
0
5
vaginal
none
live_birth
low
9,810
25
4
3
29.7
23.7
127
73
9
moderate
87
1
0
3
caesarean
hemorrhage
live_birth
high
9,811
27
7
6
29.8
16.7
101
60
11.9
none
94
0
0
2
vaginal
none
live_birth
moderate
9,812
24
4
3
34.6
26.9
125
63
11.6
none
80
0
0
4
vaginal
none
live_birth
low
9,813
25
3
2
34.2
33.9
105
72
10.2
mild
83
0
0
5
vaginal
none
live_birth
low
9,814
24
1
0
29.7
27.8
126
71
8.8
moderate
84
0
0
4
vaginal
none
live_birth
moderate
9,815
25
1
0
15.1
23.6
109
65
10
mild
68
0
0
2
vaginal
none
live_birth
low
9,816
29
1
0
32.5
23
117
58
10
mild
89
0
0
4
vaginal
none
live_birth
low
9,817
23
3
2
24.3
21.6
96
64
7.7
moderate
81
0
0
5
vaginal
none
live_birth
moderate
9,818
28
4
3
12.7
22.6
105
66
11.7
none
85
0
0
3
vaginal
none
live_birth
low
9,819
29
6
4
13.6
19.6
121
79
12.8
none
77
0
0
2
vaginal
none
live_birth
low
9,820
21
1
0
17.2
26.3
103
68
9.9
moderate
82
0
0
3
vaginal
none
live_birth
moderate
9,821
22
3
1
28.9
23.7
103
65
11.6
none
87
0
0
0
vaginal
none
live_birth
low
9,822
24
5
4
38.9
20.4
115
77
12.4
none
115
0
0
9
vaginal
gestational_diabetes
live_birth
moderate
9,823
20
1
0
19.5
27.9
125
70
12.2
none
76
0
0
0
vaginal
none
live_birth
low
9,824
31
8
7
10.4
19.3
130
87
9.6
moderate
87
2
0
0
vaginal
preeclampsia
live_birth
moderate
9,825
24
1
0
34.9
29.3
131
106
11.7
none
86
4
1
2
vaginal
preeclampsia
live_birth
high
9,826
24
2
1
28.4
27.1
107
71
10.2
mild
82
0
0
3
vaginal
none
live_birth
low
9,827
29
3
2
34.7
22.3
128
63
11.2
none
78
0
0
3
vaginal
none
live_birth
low
9,828
15
1
0
30.2
26.7
107
69
9.2
moderate
88
0
0
5
vaginal
none
live_birth
high
9,829
25
1
0
18.5
24
98
76
11
none
74
0
0
2
vaginal
none
live_birth
low
9,830
28
7
6
24.3
32.5
129
76
12.6
none
77
0
1
3
vaginal
none
live_birth
high
9,831
23
2
1
34.6
15.1
114
69
12.4
none
88
0
0
7
vaginal
none
live_birth
low
9,832
21
1
0
34
23.4
114
78
12.5
none
84
0
0
3
vaginal
none
live_birth
low
9,833
18
1
0
20.9
33.4
126
73
10.1
mild
90
0
0
4
vaginal
none
live_birth
low
9,834
18
1
0
25.4
22.7
101
51
11.2
none
80
1
0
4
vaginal
none
live_birth
low
9,835
39
8
7
29.6
29
132
85
11.9
none
89
0
0
4
caesarean
none
live_birth
moderate
9,836
30
3
2
17.8
23.4
108
79
9.4
moderate
77
0
0
3
vaginal
none
live_birth
moderate
9,837
36
5
4
35.1
16.9
91
76
10.7
mild
83
0
0
3
caesarean
none
live_birth
moderate
9,838
25
5
4
37
29.4
119
66
5.5
severe
76
0
0
4
vaginal
severe_anemia
live_birth
high
9,839
25
2
0
23.2
23.1
132
68
11.9
none
124
1
0
2
vaginal
gestational_diabetes
live_birth
moderate
9,840
25
3
2
27.2
25.8
123
83
10
mild
91
0
0
4
vaginal
none
live_birth
low
9,841
21
4
2
17.5
27.3
112
76
12.1
none
81
0
0
2
vaginal
none
live_birth
low
9,842
22
2
0
37
18.1
108
71
8
moderate
76
0
0
6
vaginal
none
live_birth
moderate
9,843
23
2
1
34.6
20.3
100
70
11.3
none
86
0
1
1
vaginal
none
live_birth
high
9,844
24
2
1
23.4
30.5
117
72
7.3
moderate
77
0
0
5
vaginal
none
live_birth
moderate
9,845
24
3
2
32.1
32.6
128
73
7.9
moderate
98
0
0
3
caesarean
gestational_diabetes
live_birth
moderate
9,846
24
4
2
27.1
25
102
74
12.1
none
92
0
0
5
vaginal
none
live_birth
low
9,847
15
1
0
25.3
22.3
103
70
12.3
none
80
0
0
4
vaginal
none
live_birth
high
9,848
35
11
9
23.6
17.2
113
76
14
none
82
0
0
2
caesarean
none
live_birth
moderate
9,849
22
3
2
26.5
28
116
75
12.2
none
73
0
1
8
caesarean
none
live_birth
high
9,850
16
1
0
33.3
28.3
113
86
10.3
mild
88
0
0
4
vaginal
none
live_birth
low
9,851
22
1
0
27.8
18.3
105
65
11.8
none
92
0
1
6
vaginal
none
live_birth
high
9,852
29
3
2
21.4
31.2
123
69
6.4
severe
87
0
1
3
vaginal
severe_anemia
live_birth
high
9,853
25
2
1
31.9
20.5
119
61
9
moderate
91
0
0
4
vaginal
none
live_birth
moderate
9,854
33
10
9
32
17.9
114
74
10.6
mild
75
0
0
5
vaginal
none
live_birth
moderate
9,855
42
9
8
27.7
21.7
139
101
8.2
moderate
99
2
0
1
vaginal
preeclampsia
live_birth
high
9,856
24
1
0
40.6
31.9
129
98
10.3
mild
85
4
0
3
vaginal
preeclampsia
live_birth
moderate
9,857
32
7
6
33.1
22.7
126
65
13
none
74
1
0
2
vaginal
none
live_birth
moderate
9,858
24
5
4
17.5
27.4
169
100
11.5
none
71
4
0
0
caesarean
eclampsia
live_birth
high
9,859
29
9
7
23.1
18.4
118
76
11
none
86
0
0
3
vaginal
none
live_birth
moderate
9,860
19
1
0
25.6
20.6
115
74
8.9
moderate
90
0
0
4
vaginal
none
live_birth
moderate
9,861
19
2
0
30.7
17.3
101
68
9.3
moderate
66
0
0
5
vaginal
none
live_birth
moderate
9,862
37
10
8
32
21.9
104
65
11.1
none
86
0
0
4
vaginal
none
live_birth
moderate
9,863
19
1
0
20.2
15.8
105
76
12.8
none
77
1
0
3
vaginal
none
live_birth
low
9,864
37
10
9
29.6
18.2
157
111
9.8
moderate
89
3
0
7
caesarean
eclampsia
live_birth
high
9,865
21
1
0
37.5
24.3
103
61
12.5
none
77
1
0
8
vaginal
none
live_birth
low
9,866
25
3
2
28.5
27.4
128
79
10.1
mild
89
0
0
5
vaginal
none
live_birth
low
9,867
33
10
9
22.5
21.5
106
69
8.4
moderate
97
0
1
3
vaginal
none
live_birth
high
9,868
22
3
2
30.6
24.1
113
63
9.6
moderate
78
0
0
5
vaginal
none
live_birth
moderate
9,869
28
4
3
29.4
26.3
120
60
12.8
none
76
0
0
6
vaginal
none
live_birth
low
9,870
27
1
0
12.7
21.5
107
68
9.2
moderate
137
1
0
1
vaginal
gestational_diabetes
live_birth
moderate
9,871
34
7
6
34.9
30.1
123
81
6.7
severe
110
0
0
3
caesarean
gestational_diabetes
live_birth
high
9,872
17
1
0
28.8
25.7
100
68
12
none
82
0
0
4
vaginal
none
live_birth
low
9,873
23
1
0
29.8
15.2
113
68
12.1
none
74
0
1
7
vaginal
none
live_birth
high
9,874
34
7
6
34.4
27.9
115
78
12.8
none
93
0
0
7
vaginal
none
live_birth
moderate
9,875
31
6
5
32.8
23.4
95
69
8.9
moderate
80
0
0
4
vaginal
hemorrhage
live_birth
high
9,876
15
1
0
30.2
18.1
107
67
10.2
mild
79
0
1
1
vaginal
none
live_birth
high
9,877
29
2
1
37.8
27.6
107
77
8.2
moderate
80
0
0
2
vaginal
none
live_birth
moderate
9,878
26
2
0
32.3
17.9
112
46
12
none
80
1
0
4
vaginal
none
live_birth
low
9,879
26
4
3
31.7
25.3
119
69
12.9
none
113
0
0
2
vaginal
gestational_diabetes
live_birth
moderate
9,880
28
5
3
17.6
26.6
123
80
10.4
mild
93
0
0
2
vaginal
none
live_birth
low
9,881
15
1
0
18.4
29.1
113
64
11.8
none
75
0
0
2
vaginal
none
live_birth
high
9,882
19
1
0
33.9
22.5
119
79
11.7
none
78
0
0
3
vaginal
none
live_birth
low
9,883
18
1
0
30.6
29.2
156
98
11.2
none
99
2
0
7
vaginal
preeclampsia
live_birth
moderate
9,884
21
3
2
28.9
31.7
125
65
12.2
none
86
0
0
5
vaginal
none
live_birth
low
9,885
29
4
2
28.8
19.3
153
94
12.6
none
86
4
0
8
caesarean
preeclampsia
live_birth
moderate
9,886
32
7
6
34.4
28.7
123
70
8.2
moderate
82
0
0
6
vaginal
hemorrhage
live_birth
high
9,887
32
4
3
20.6
22.3
112
75
11.5
none
79
0
0
3
vaginal
none
live_birth
low
9,888
23
1
0
25.5
24.6
126
74
11.9
none
89
0
1
5
vaginal
none
live_birth
high
9,889
28
2
1
31.1
18.1
119
77
12.9
none
78
0
0
1
vaginal
none
live_birth
low
9,890
29
2
0
23.3
22.7
148
100
10.7
mild
87
3
0
5
vaginal
preeclampsia
live_birth
moderate
9,891
21
3
2
34
23.6
110
70
12.5
none
91
0
0
5
vaginal
none
live_birth
low
9,892
29
2
1
19.6
21.4
148
97
8.1
moderate
69
2
0
2
caesarean
preeclampsia
live_birth
moderate
9,893
20
1
0
20.4
21.7
107
64
12.3
none
109
0
0
5
vaginal
gestational_diabetes
live_birth
moderate
9,894
21
3
1
13.5
22.1
86
70
10.3
mild
81
0
0
1
vaginal
none
live_birth
low
9,895
37
7
6
29.3
21.7
171
102
8.7
moderate
86
4
1
6
vaginal
preeclampsia
live_birth
high
9,896
15
1
0
29.8
31.4
112
60
8
moderate
95
0
0
6
vaginal
hemorrhage
live_birth
high
9,897
19
1
0
25.6
23.4
102
56
9.4
moderate
78
0
0
5
vaginal
none
live_birth
moderate
9,898
18
1
0
29.3
19
112
63
8.4
moderate
122
0
0
2
vaginal
gestational_diabetes
live_birth
moderate
9,899
18
1
0
34.7
30.7
125
54
11.6
none
92
0
0
3
vaginal
none
live_birth
low
9,900
21
1
0
21.7
21
104
76
8.5
moderate
82
0
0
4
vaginal
hemorrhage
live_birth
high