id
int64
age_years
int64
sex
string
under_5
int64
pregnant
int64
displaced_idp
int64
urban
int64
water_source
string
safe_water_source
int64
water_treatment_household
int64
improved_sanitation
int64
open_defecation
int64
handwashing_facility
int64
ocv_vaccinated
int64
ocv_doses
int64
prior_cholera_episode
int64
household_cholera_case
int64
outbreak_week
int64
rainy_season
int64
onset_to_presentation_hours
int64
rice_water_stool
int64
stool_frequency_24h
int64
vomiting
int64
abdominal_cramps
int64
dehydration
string
sunken_eyes
int64
skin_turgor_reduced
int64
lethargy
int64
fever
int64
temperature_c
float64
acute_kidney_injury
int64
hypoglycaemia
int64
hypovolaemic_shock
int64
rdt_cholera
int64
culture_confirmed
int64
clinical_diagnosis
int64
ors_given
int64
iv_fluids_given
int64
iv_volume_ml
int64
zinc_given
int64
antibiotics_given
int64
antibiotic_type
string
referred
int64
outcome
string
hospital_days
int64
101
15
F
0
0
0
1
tanker
0
0
0
1
1
0
0
0
0
24
0
3
1
6
1
1
some
1
0
0
1
36.8
0
0
0
0
0
1
1
1
2,914
0
0
none
0
survived
3
102
38
F
0
0
0
1
piped
1
0
1
0
1
0
0
0
0
18
0
27
1
5
1
1
none
0
0
0
0
37.9
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
3
103
1
M
1
0
0
0
borehole
1
1
0
0
0
0
0
0
1
19
0
74
1
3
1
1
none
0
0
0
0
36.4
0
0
0
0
0
1
1
0
0
1
0
none
0
survived
8
104
37
F
0
1
0
1
tanker
0
0
0
1
1
0
0
0
0
10
0
29
0
21
1
0
none
0
0
0
0
37.1
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
4
105
45
F
0
0
1
1
unprotected_well
0
0
1
0
0
0
0
0
1
13
0
3
1
11
0
0
none
0
0
0
0
36.8
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
106
1
F
1
0
0
0
protected_well
1
0
0
0
0
0
0
0
0
3
0
37
1
3
1
1
severe
0
1
0
0
37.1
0
0
0
0
0
1
1
0
0
1
1
azithromycin
0
survived
1
107
20
F
0
0
0
1
protected_well
1
0
0
1
1
0
0
0
0
4
0
22
0
4
1
0
none
0
0
0
0
37.3
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
108
52
F
0
0
0
0
surface_water
0
0
1
1
0
0
0
0
1
2
1
2
1
8
1
0
none
0
0
0
1
38
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
109
2
F
1
0
0
0
surface_water
0
0
0
1
0
0
0
1
0
2
0
12
1
5
1
1
none
0
0
0
0
37.4
0
0
0
0
0
1
1
0
0
1
0
none
0
survived
1
110
22
M
0
0
0
1
borehole
1
0
0
0
0
0
0
0
0
17
1
3
1
3
1
0
none
0
0
0
0
37
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
111
5
M
0
0
0
0
surface_water
0
1
0
0
1
0
0
0
0
9
1
18
1
10
1
0
some
1
0
0
0
37.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
112
25
F
0
0
0
0
unprotected_well
0
0
0
1
0
0
0
0
0
9
1
10
1
4
1
1
some
1
0
0
0
36.3
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
4
113
34
F
0
0
0
1
borehole
1
0
1
0
1
0
0
0
0
18
1
1
1
12
1
1
none
0
0
0
0
35.9
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
11
114
9
F
0
0
0
1
piped
1
1
0
1
0
0
0
0
0
7
1
4
0
3
1
1
severe
1
1
0
0
37.9
0
0
0
0
0
1
1
1
2,772
0
1
doxycycline
0
survived
2
115
8
F
0
0
0
1
protected_well
1
0
1
1
0
0
0
0
0
14
0
13
1
3
1
1
some
1
0
0
0
38.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
116
45
M
0
0
0
0
unprotected_well
0
1
0
0
1
0
0
0
0
15
1
1
0
7
0
1
none
0
0
0
0
37.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
3
117
65
M
0
0
1
0
tanker
0
1
0
0
1
0
0
0
0
11
1
6
1
11
0
0
some
1
0
0
0
35.7
0
0
0
0
0
1
1
1
1,774
0
0
none
0
survived
1
118
2
F
1
0
1
0
surface_water
0
0
0
0
1
0
0
0
0
16
0
59
1
12
0
1
severe
1
1
1
1
35.4
0
0
1
0
0
1
1
0
0
1
1
azithromycin
0
survived
14
119
43
M
0
0
1
0
surface_water
0
0
0
1
0
0
0
0
1
14
1
46
0
6
1
1
none
0
0
0
0
36.4
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
120
13
F
0
0
0
0
unprotected_well
0
0
0
0
0
0
0
0
0
21
1
15
1
3
0
0
severe
0
1
0
0
38
0
0
0
0
0
1
1
1
2,851
0
1
doxycycline
0
survived
3
121
10
F
0
0
0
0
tanker
0
0
0
1
0
0
0
0
0
24
1
25
1
7
1
1
none
0
0
0
0
36.8
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
122
25
M
0
0
0
1
protected_well
1
0
0
0
1
0
0
0
0
20
0
8
0
10
1
1
some
1
0
0
0
36.2
0
0
0
0
0
1
0
0
0
0
0
none
0
survived
4
123
17
M
0
0
0
0
surface_water
0
0
0
0
0
0
0
0
0
23
1
5
0
5
1
1
none
0
0
0
0
37
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
14
124
6
F
0
0
0
0
protected_well
1
0
1
1
0
0
0
0
0
13
1
21
1
10
1
0
severe
1
1
1
0
37.5
0
0
0
0
0
1
1
1
1,850
0
1
doxycycline
0
survived
2
125
23
M
0
0
0
0
unprotected_well
0
0
0
0
1
0
0
0
0
7
1
31
1
15
1
0
some
1
0
0
1
37.7
0
0
0
0
0
1
1
1
2,090
0
0
none
0
survived
1
126
2
M
1
0
1
1
borehole
1
0
1
1
0
0
0
0
1
22
0
40
1
5
1
1
severe
1
1
1
0
37.4
0
0
0
0
0
1
1
1
2,358
1
0
none
0
survived
2
127
18
M
0
0
0
0
unprotected_well
0
0
1
0
1
0
0
0
0
5
1
2
1
12
0
1
none
0
0
0
0
36.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
128
13
F
0
0
0
0
surface_water
0
0
0
0
0
0
0
0
0
19
1
48
1
16
0
0
severe
0
1
0
0
36
0
0
0
0
0
1
0
1
3,143
0
0
none
0
survived
1
129
0
M
1
0
1
0
protected_well
1
0
0
0
1
0
0
0
0
22
1
21
1
4
0
1
none
0
0
0
0
38.8
0
0
0
0
0
1
1
0
0
1
0
none
0
survived
4
130
7
F
0
0
0
0
surface_water
0
0
0
0
0
1
2
0
1
17
0
33
1
5
0
0
severe
1
1
1
0
37
0
0
0
0
0
1
1
1
2,376
0
1
doxycycline
0
survived
1
131
10
M
0
0
1
0
unprotected_well
0
0
0
0
1
0
0
0
0
5
1
9
1
4
0
0
none
0
0
0
0
36.8
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
132
13
F
0
0
0
0
unprotected_well
0
0
1
0
0
1
2
0
0
24
1
13
1
30
1
0
none
0
0
0
0
36.8
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
133
9
M
0
0
0
1
surface_water
0
1
0
1
0
0
0
0
0
16
1
4
1
6
1
1
severe
1
0
1
1
38.6
1
0
0
0
0
1
1
0
0
0
0
none
0
survived
3
134
2
F
1
0
0
1
borehole
1
0
0
0
0
0
0
0
0
25
1
7
1
11
1
1
some
1
0
0
0
37.1
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
4
135
10
M
0
0
0
1
surface_water
0
0
1
0
0
0
0
0
0
10
1
19
1
13
1
0
some
1
0
0
0
37.3
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
136
4
M
1
0
0
1
surface_water
0
0
1
0
0
0
0
0
0
5
0
3
1
14
0
1
some
1
0
0
1
36.4
0
0
0
0
0
1
1
0
0
1
0
none
0
survived
1
137
5
F
0
0
1
1
borehole
1
1
1
1
1
0
0
0
1
4
1
11
1
5
1
1
some
0
0
0
0
36.7
0
0
0
0
0
1
1
1
2,530
0
0
none
0
survived
1
138
4
M
1
0
1
0
protected_well
1
0
1
0
1
0
0
0
1
12
1
7
1
23
1
0
some
1
0
0
0
37.8
0
0
0
0
0
1
1
0
0
1
0
none
0
survived
3
139
23
F
0
0
0
0
unprotected_well
0
0
0
0
1
0
0
0
0
24
1
67
1
18
1
0
some
1
0
0
0
37.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
140
11
F
0
0
0
0
protected_well
1
0
0
0
1
0
0
0
0
21
1
34
0
3
1
0
some
1
0
0
1
37
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
141
8
F
0
0
0
1
tanker
0
0
0
1
1
0
0
0
0
7
1
8
1
7
1
0
none
0
0
0
0
37.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
142
4
F
1
0
0
1
protected_well
1
0
0
0
0
0
0
0
0
18
1
16
0
5
0
1
none
0
0
0
1
37.7
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
143
16
M
0
0
0
1
unprotected_well
0
0
0
0
0
0
0
1
0
11
1
5
1
15
1
1
some
1
0
0
0
37.8
0
0
0
0
0
1
1
1
2,195
0
0
none
0
survived
3
144
3
M
1
0
0
1
unprotected_well
0
0
1
0
0
0
0
0
0
14
0
10
0
9
1
0
none
0
0
0
0
38
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
145
69
M
0
0
1
1
piped
1
0
0
0
0
0
0
0
0
3
1
1
1
10
1
0
none
0
0
0
0
37.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
146
23
M
0
0
1
0
borehole
1
0
1
0
0
0
0
1
0
9
1
18
0
11
1
0
some
0
0
0
1
38.3
0
0
0
0
0
1
1
1
2,244
0
0
none
0
survived
1
147
36
F
0
0
0
1
surface_water
0
0
0
1
1
0
0
0
1
17
1
14
0
3
1
1
none
0
0
0
0
36.1
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
3
148
39
M
0
0
0
0
surface_water
0
0
0
0
0
0
0
1
0
13
0
11
0
3
1
0
severe
0
1
0
0
38.9
0
0
1
0
0
1
1
1
3,022
0
0
none
0
survived
9
149
49
F
0
0
0
0
tanker
0
0
1
1
0
0
0
0
0
14
1
21
1
6
1
0
none
0
0
0
0
38.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
150
38
M
0
0
0
1
surface_water
0
0
0
1
0
1
2
0
1
2
1
1
1
9
1
1
none
0
0
0
0
36.4
0
0
0
0
0
1
0
0
0
0
0
none
0
survived
6
151
30
M
0
0
1
0
piped
1
0
0
0
0
0
0
0
1
21
1
27
0
15
1
1
none
0
0
0
1
36.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
152
4
M
1
0
0
1
surface_water
0
1
0
0
1
0
0
0
0
15
1
5
0
9
1
0
some
1
0
0
0
36.5
0
0
0
0
0
1
1
0
0
1
0
none
0
survived
5
153
32
M
0
0
0
0
tanker
0
0
0
1
0
1
2
0
1
1
0
23
1
3
1
1
severe
1
1
0
0
36
1
0
0
0
0
1
1
1
2,377
0
0
none
0
survived
2
154
43
M
0
0
0
1
piped
1
0
0
0
1
0
0
0
0
21
1
1
0
23
1
0
some
1
0
0
1
36
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
155
7
M
0
0
1
1
surface_water
0
0
1
0
0
0
0
1
0
25
0
7
1
10
0
1
none
0
0
0
0
36.1
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
156
3
F
1
0
0
0
tanker
0
1
1
0
0
0
0
0
0
8
1
40
1
12
1
1
some
1
0
0
0
38.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
157
11
M
0
0
0
1
piped
1
0
0
0
0
0
0
0
0
11
1
5
0
7
1
1
some
1
0
0
0
37.5
0
0
0
0
0
1
1
1
1,661
0
0
none
0
survived
1
158
10
F
0
0
0
0
protected_well
1
1
0
1
0
0
0
0
0
7
0
1
0
19
1
1
none
0
0
0
1
37.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
159
32
F
0
0
0
0
borehole
1
0
1
0
1
0
0
0
0
8
0
16
0
18
0
0
none
0
0
0
0
38.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
160
76
M
0
0
0
1
unprotected_well
0
0
0
0
0
0
0
0
1
11
1
15
0
7
1
1
some
1
0
0
1
38.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
8
161
47
M
0
0
0
0
protected_well
1
0
1
0
0
0
0
0
0
23
1
9
1
5
1
1
severe
1
1
1
0
37.8
0
0
0
0
0
1
1
1
2,451
0
1
doxycycline
0
survived
4
162
53
F
0
0
1
0
tanker
0
0
1
0
0
0
0
0
0
3
1
4
1
3
1
0
severe
1
1
1
0
36.5
1
0
0
0
0
1
1
0
0
0
1
doxycycline
0
survived
4
163
15
M
0
0
0
0
protected_well
1
0
0
0
0
0
0
0
0
12
1
11
1
4
1
1
severe
1
1
1
0
36.9
0
0
0
0
0
1
1
1
2,035
0
1
doxycycline
0
survived
1
164
42
M
0
0
0
1
unprotected_well
0
0
0
0
0
0
0
0
0
2
0
1
1
3
1
0
some
1
0
0
1
36.4
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
165
16
M
0
0
0
1
unprotected_well
0
0
1
0
0
0
0
0
0
10
1
18
1
9
1
0
none
0
0
0
0
37.1
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
166
9
M
0
0
0
1
tanker
0
0
0
0
0
0
0
0
1
3
0
19
1
3
0
1
severe
1
1
0
0
36.7
0
0
1
0
0
1
1
1
799
0
1
azithromycin
0
survived
14
167
22
M
0
0
0
1
piped
1
0
0
0
0
0
0
0
0
18
0
18
1
5
1
0
none
0
0
0
0
36.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
168
76
M
0
0
1
1
surface_water
0
0
1
0
0
0
0
0
0
2
1
14
1
18
0
1
severe
0
1
0
1
37.1
0
0
0
0
0
1
1
1
2,602
0
1
doxycycline
0
survived
4
169
27
M
0
0
0
0
unprotected_well
0
0
1
0
0
0
0
0
0
11
1
6
1
6
1
0
some
1
0
0
0
37
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
6
170
71
M
0
0
0
1
surface_water
0
0
0
0
1
0
0
0
1
20
1
20
0
6
0
0
none
0
0
0
0
36.9
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
171
69
M
0
0
1
1
surface_water
0
0
0
0
0
0
0
0
1
12
1
59
1
4
0
1
none
0
0
0
0
36.7
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
172
38
M
0
0
0
1
tanker
0
0
1
0
1
0
0
0
1
18
1
26
1
4
1
1
some
1
0
0
0
37.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
173
5
M
0
0
0
0
tanker
0
0
0
1
0
0
0
0
1
12
0
8
1
12
1
1
none
0
0
0
0
36.8
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
174
2
F
1
0
1
1
unprotected_well
0
0
0
0
0
0
0
0
1
17
0
6
1
22
1
0
some
0
0
0
0
37.3
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
175
33
M
0
0
0
1
unprotected_well
0
0
1
0
1
0
0
0
1
1
1
23
1
4
0
1
none
0
0
0
1
38.4
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
8
176
2
M
1
0
0
1
unprotected_well
0
1
1
1
0
0
0
0
0
21
1
9
1
11
1
1
some
1
0
0
0
38.1
0
0
0
0
0
1
1
1
500
0
0
none
0
survived
1
177
8
F
0
0
0
0
unprotected_well
0
0
1
0
0
0
0
0
0
2
1
37
1
4
0
0
severe
1
1
0
0
37.5
0
0
0
0
0
1
1
1
751
0
0
none
0
survived
1
178
55
F
0
0
1
1
unprotected_well
0
0
0
0
0
1
2
0
0
16
0
12
1
11
1
0
some
1
0
0
1
36.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
179
57
F
0
0
0
1
surface_water
0
0
0
1
0
0
0
0
1
9
1
35
1
14
0
0
severe
1
1
0
0
38.3
1
0
0
0
0
1
1
1
2,815
0
1
doxycycline
0
survived
1
180
0
F
1
0
0
1
piped
1
0
1
0
1
0
0
0
0
13
1
23
1
15
0
0
some
1
0
0
0
37.5
0
0
0
0
0
1
1
1
1,451
0
0
none
0
survived
1
181
1
M
1
0
1
1
borehole
1
0
0
0
0
0
0
1
1
24
1
3
1
4
1
1
some
1
0
0
1
36.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
182
35
M
0
0
1
1
unprotected_well
0
1
1
0
0
0
0
0
0
16
1
1
0
10
1
1
none
0
0
0
0
37.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
183
4
F
1
0
1
0
protected_well
1
1
0
0
0
0
0
0
0
17
0
24
1
9
1
0
severe
0
0
1
0
37.2
0
0
0
0
0
1
1
1
500
1
1
ciprofloxacin
0
survived
8
184
24
M
0
0
0
1
unprotected_well
0
0
0
0
1
0
0
0
1
25
1
6
1
7
1
0
some
1
0
0
1
37.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
5
185
60
M
0
0
1
0
tanker
0
0
0
0
0
0
0
0
0
2
0
17
1
17
1
1
severe
0
1
1
1
35.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
186
58
F
0
0
0
1
surface_water
0
0
1
1
0
0
0
0
0
24
0
58
1
6
0
1
none
0
0
0
0
36.5
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
2
187
56
F
0
0
0
1
borehole
1
0
1
1
0
0
0
0
0
6
0
10
1
11
1
1
none
0
0
0
1
36.7
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
188
28
M
0
0
1
1
surface_water
0
0
0
0
1
0
0
0
1
19
0
4
1
6
1
0
severe
0
1
0
0
38
0
0
0
0
0
1
1
1
1,751
0
0
none
0
survived
11
189
0
M
1
0
1
0
surface_water
0
0
0
0
0
0
0
0
0
24
1
17
0
6
0
1
severe
1
1
1
0
36.4
1
0
1
0
0
1
1
1
2,160
0
1
azithromycin
0
survived
4
190
4
M
1
0
1
1
unprotected_well
0
0
1
1
0
0
0
0
0
18
0
9
1
10
1
0
severe
1
0
1
0
37.8
1
0
0
0
0
1
1
1
1,989
0
1
doxycycline
0
survived
3
191
30
F
0
0
0
1
tanker
0
0
1
1
0
0
0
0
0
3
0
6
0
5
1
0
none
0
0
0
0
38.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
6
192
30
F
0
0
1
0
unprotected_well
0
0
0
0
0
0
0
0
0
8
1
15
1
8
1
0
none
0
0
0
0
36.7
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
3
193
11
M
0
0
0
1
surface_water
0
0
1
0
1
1
2
0
0
3
1
70
1
13
0
0
some
1
0
0
0
38.6
0
0
0
0
0
1
0
0
0
0
0
none
0
survived
3
194
29
F
0
0
1
0
unprotected_well
0
0
0
0
0
0
0
0
0
11
0
38
1
3
1
1
none
0
0
0
1
36.4
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
3
195
0
F
1
0
0
1
unprotected_well
0
0
0
0
1
0
0
0
0
12
1
21
1
4
1
1
severe
1
1
0
1
36.2
0
0
0
0
0
1
1
1
3,043
0
1
doxycycline
0
survived
2
196
12
M
0
0
0
1
tanker
0
0
1
0
0
1
2
0
1
15
0
3
0
12
0
0
none
0
0
0
0
36.2
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
197
25
M
0
0
0
1
borehole
1
0
0
1
1
0
0
0
0
19
1
1
0
14
1
1
none
0
0
0
0
36.6
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
198
38
M
0
0
0
0
piped
1
0
0
0
0
0
0
0
1
14
0
1
0
5
1
0
none
0
0
0
0
37.3
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
199
10
F
0
0
0
1
tanker
0
0
0
0
0
0
0
0
0
23
0
46
1
5
0
0
none
0
0
0
1
37.1
0
0
0
0
0
1
1
0
0
0
0
none
0
survived
1
200
22
M
0
0
1
1
piped
1
0
0
0
0
0
0
0
0
4
1
124
0
8
1
1
severe
1
1
0
0
37.8
0
0
0
0
0
1
1
0
0
0
1
azithromycin
0
survived
1