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
201
20
1
0
26.3
18.8
166
95
10.4
mild
91
3
0
4
vaginal
preeclampsia
live_birth
high
202
22
1
0
28.9
27.1
111
75
12.8
none
80
0
0
2
vaginal
none
live_birth
low
203
27
2
1
31.6
19
154
102
11.2
none
76
3
0
4
vaginal
preeclampsia
live_birth
moderate
204
34
3
2
32.8
34
114
76
10.5
mild
88
0
0
2
vaginal
none
live_birth
low
205
21
4
3
32.7
21.5
105
68
7.7
moderate
96
0
0
8
vaginal
none
live_birth
moderate
206
28
2
1
28
14.4
98
63
10.1
mild
88
0
0
9
vaginal
none
live_birth
low
207
32
3
2
24.6
26.6
102
61
9.3
moderate
95
0
0
3
vaginal
none
live_birth
moderate
208
23
2
1
32.7
26.3
104
73
10.8
mild
72
0
0
2
vaginal
none
live_birth
low
209
20
2
1
25.9
23.7
113
75
11.5
none
74
0
0
5
caesarean
none
live_birth
low
210
27
7
6
35.1
32.8
113
61
11.9
none
82
0
0
2
vaginal
none
live_birth
moderate
211
23
3
2
35.5
20
113
69
4.8
severe
93
0
0
2
vaginal
severe_anemia
live_birth
high
212
29
5
4
34.4
25.2
150
89
13.9
none
88
3
0
3
vaginal
preeclampsia
live_birth
moderate
213
30
5
4
33.1
21.4
109
75
12.1
none
67
1
0
3
vaginal
none
live_birth
low
214
26
6
5
17.6
25.2
101
58
7.9
moderate
81
0
0
3
vaginal
none
live_birth
moderate
215
32
4
3
28.3
26.3
117
66
7.8
moderate
78
0
0
3
vaginal
none
live_birth
moderate
216
28
2
0
27.1
27.6
123
69
8.2
moderate
106
0
1
2
caesarean
gestational_diabetes
live_birth
high
217
31
7
6
41.7
22.6
103
72
10.1
mild
100
1
0
8
vaginal
none
live_birth
moderate
218
41
7
6
35.8
26.2
118
73
10.5
mild
82
0
0
8
vaginal
none
live_birth
high
219
27
3
2
34.8
24.8
103
79
8.3
moderate
80
0
0
2
vaginal
none
live_birth
moderate
220
32
4
3
32.3
26.6
145
109
10.3
mild
74
2
0
9
vaginal
preeclampsia
live_birth
moderate
221
29
2
1
16.5
19.3
94
76
12.5
none
87
0
0
3
vaginal
none
live_birth
low
222
29
2
1
26.1
20.6
117
68
10.1
mild
80
0
0
6
vaginal
none
live_birth
low
223
28
4
3
40.7
25.6
98
71
6.1
severe
76
0
0
4
vaginal
severe_anemia
live_birth
high
224
22
1
0
38.8
25.8
130
94
13.1
none
88
2
0
7
caesarean
preeclampsia
live_birth
moderate
225
22
6
5
36.8
27
121
69
12.1
none
81
0
0
5
vaginal
none
live_birth
low
226
29
3
2
18
18.8
109
80
5.6
severe
79
0
0
3
vaginal
severe_anemia
live_birth
high
227
19
2
1
22.7
20
110
81
10.4
mild
73
1
0
6
vaginal
none
live_birth
low
228
19
1
0
26.4
19
105
76
6.8
severe
65
0
0
2
caesarean
severe_anemia
live_birth
high
229
28
3
2
23.9
31.7
116
74
13.1
none
92
0
0
3
vaginal
none
live_birth
low
230
21
1
0
22.6
24.1
103
71
9.8
moderate
86
0
0
1
vaginal
none
live_birth
moderate
231
38
8
7
24.6
23.8
156
99
11.1
none
85
3
0
6
vaginal
preeclampsia
live_birth
moderate
232
22
2
1
32.2
23.1
94
77
10.9
mild
81
1
0
5
vaginal
none
live_birth
low
233
23
2
1
23.2
24.4
115
73
8.4
moderate
78
1
0
6
vaginal
none
live_birth
moderate
234
23
4
3
20.6
18.3
124
68
8.2
moderate
81
0
0
3
vaginal
none
live_birth
moderate
235
20
1
0
32.5
23.1
117
75
9.7
moderate
87
0
0
7
vaginal
none
live_birth
moderate
236
32
6
5
18.3
14.5
107
70
11.1
none
82
1
0
4
vaginal
none
live_birth
low
237
20
1
0
26.5
25.7
104
52
12.2
none
77
0
0
5
vaginal
none
live_birth
low
238
21
1
0
39.1
21.1
143
87
10.6
mild
89
2
0
2
vaginal
preeclampsia
live_birth
moderate
239
25
2
1
21.5
31
101
66
8.6
moderate
86
0
0
3
vaginal
none
live_birth
moderate
240
35
5
4
18.5
20.9
180
89
12.7
none
81
2
0
4
caesarean
preeclampsia
live_birth
high
241
22
1
0
27.3
18.2
114
56
11.8
none
76
0
0
0
vaginal
none
live_birth
low
242
16
1
0
31.5
27.3
114
74
13.3
none
80
0
0
6
vaginal
none
live_birth
low
243
30
4
3
23.9
19.3
100
66
10.6
mild
82
0
0
3
vaginal
none
live_birth
low
244
24
4
3
23.5
20.7
101
73
8.2
moderate
70
0
0
3
vaginal
none
live_birth
moderate
245
26
2
1
29.7
26.2
117
76
7.9
moderate
80
0
0
3
vaginal
none
live_birth
moderate
246
30
7
6
36.7
31.9
116
61
9.1
moderate
81
1
0
5
vaginal
none
live_birth
moderate
247
35
1
0
25.8
23.7
104
62
10.4
mild
81
0
0
2
vaginal
none
live_birth
low
248
22
2
1
27.3
22.6
102
65
8.3
moderate
84
0
0
5
vaginal
none
live_birth
moderate
249
30
2
1
35.2
23.1
109
70
12.7
none
71
0
0
5
vaginal
none
live_birth
low
250
25
4
3
36.7
27.1
95
76
9.9
moderate
133
0
0
4
vaginal
gestational_diabetes
live_birth
moderate
251
25
5
4
35.8
33.5
120
69
12.3
none
86
0
0
3
vaginal
none
live_birth
low
252
29
3
2
20
21.9
107
67
10.7
mild
86
1
1
4
caesarean
none
live_birth
high
253
25
6
5
27.2
25.7
110
73
9.6
moderate
91
0
0
3
vaginal
none
live_birth
moderate
254
30
8
7
32.1
27.8
114
73
12.4
none
99
0
0
6
vaginal
none
live_birth
moderate
255
25
3
2
37.1
20
153
93
14.4
none
82
3
0
2
caesarean
preeclampsia
live_birth
moderate
256
30
1
0
19.4
29.2
100
81
8.9
moderate
77
0
0
0
vaginal
none
live_birth
moderate
257
24
3
1
34.9
18.8
116
78
12.4
none
70
1
0
4
vaginal
none
live_birth
low
258
23
1
0
27.4
23.5
107
72
12.2
none
86
0
1
2
vaginal
none
live_birth
high
259
33
5
4
36.6
19.5
106
75
11.7
none
78
0
0
9
caesarean
none
live_birth
low
260
26
1
0
19.4
29.5
131
82
11.5
none
98
1
0
2
vaginal
none
live_birth
low
261
29
7
5
31.1
32
118
77
8.5
moderate
97
0
0
1
vaginal
gestational_diabetes
live_birth
moderate
262
34
5
4
29.9
25.1
121
73
12.3
none
75
0
1
3
vaginal
none
live_birth
high
263
18
1
0
37.3
16.4
111
63
10.9
mild
71
0
0
4
vaginal
none
live_birth
low
264
23
5
4
39.4
34.7
134
101
11.8
none
105
3
0
4
vaginal
preeclampsia
live_birth
moderate
265
35
12
10
28.6
28.8
107
66
9.4
moderate
97
0
0
7
vaginal
none
live_birth
moderate
266
32
4
3
33.7
21.5
109
81
11.8
none
73
0
1
2
vaginal
none
live_birth
high
267
25
2
1
34.2
19.8
110
63
11.5
none
78
0
1
4
vaginal
none
live_birth
high
268
33
3
2
18.7
16.9
99
69
12.3
none
76
0
0
0
vaginal
none
live_birth
low
269
18
1
0
41.4
21.9
107
61
9.9
moderate
68
0
0
8
vaginal
none
live_birth
moderate
270
28
4
3
18
26.5
116
59
11.7
none
106
1
0
5
caesarean
gestational_diabetes
live_birth
moderate
271
18
1
0
26
21.6
98
78
10.8
mild
87
0
0
5
vaginal
none
live_birth
low
272
25
2
1
30.7
26.3
102
70
12.1
none
84
0
0
3
vaginal
none
live_birth
low
273
24
4
3
39.4
23.9
157
113
8.2
moderate
80
3
0
7
caesarean
preeclampsia
live_birth
high
274
16
1
0
26.2
21.9
124
73
5.4
severe
78
0
0
4
vaginal
severe_anemia
live_birth
high
275
28
4
3
17.5
17.7
99
63
12.9
none
77
1
0
2
vaginal
none
live_birth
low
276
24
2
1
24.7
23.8
107
87
11.5
none
84
0
0
2
vaginal
none
live_birth
low
277
19
1
0
21
23.2
115
69
10.5
mild
94
0
0
7
vaginal
none
live_birth
low
278
23
5
4
29.6
21.8
113
79
10.7
mild
79
0
0
1
vaginal
none
live_birth
low
279
31
5
4
34.9
19.4
106
71
11.5
none
74
0
0
4
vaginal
none
live_birth
low
280
30
7
6
25.5
22.8
111
66
11.3
none
75
0
0
2
vaginal
none
live_birth
moderate
281
21
3
2
36.6
24
109
72
11.4
none
97
0
0
7
vaginal
none
live_birth
low
282
18
1
0
8.6
19.1
111
78
9.6
moderate
95
0
0
2
vaginal
none
live_birth
moderate
283
35
3
2
12.8
26.8
111
74
11.7
none
83
0
0
1
vaginal
none
live_birth
low
284
20
1
0
41.2
21.7
98
68
9.9
moderate
110
0
0
11
caesarean
gestational_diabetes
live_birth
moderate
285
20
2
1
29
21.2
94
72
9.3
moderate
79
0
0
3
vaginal
none
live_birth
moderate
286
29
3
2
29.7
26.2
133
78
8.1
moderate
74
0
1
3
vaginal
none
live_birth
high
287
15
1
0
22.9
24.2
106
75
11.1
none
82
1
0
3
vaginal
none
live_birth
high
288
29
4
3
27.8
18.9
96
73
10.7
mild
69
1
0
5
caesarean
none
live_birth
low
289
27
5
4
36.1
27.9
140
74
12.6
none
78
1
0
6
vaginal
none
live_birth
moderate
290
23
1
0
17.4
22
108
67
8.5
moderate
78
1
0
1
vaginal
none
live_birth
moderate
291
24
2
1
29.7
32.5
119
71
11.7
none
94
1
0
2
vaginal
none
live_birth
low
292
30
2
1
15.6
25.2
110
70
13.4
none
83
0
0
1
vaginal
none
live_birth
low
293
27
4
3
34
24.5
97
76
12.9
none
75
0
0
2
caesarean
none
live_birth
low
294
22
2
1
31.1
28.3
124
75
8.6
moderate
93
0
0
6
vaginal
none
live_birth
moderate
295
21
2
1
32.4
19.4
105
71
12.9
none
80
0
0
6
vaginal
none
live_birth
low
296
34
8
7
26.7
20
157
95
12.7
none
73
4
0
3
vaginal
preeclampsia
live_birth
moderate
297
24
1
0
23.7
23.7
166
105
13.2
none
87
3
0
7
vaginal
preeclampsia
live_birth
high
298
33
7
6
19
22.5
124
73
9.4
moderate
83
0
0
0
vaginal
none
live_birth
moderate
299
24
2
1
29.9
24.4
97
54
8.1
moderate
65
0
0
4
vaginal
none
live_birth
moderate
300
17
1
0
38.5
24.9
105
63
11.6
none
84
0
1
6
vaginal
none
live_birth
high