Datasets:
electricsheepafrica
/
africa-synth-snakebite-envenomation-all

Dataset card Data Studio Files
xet
 Community
id
int64
age_years
int64
sex
string
occupation
string
bite_location
string
activity_at_bite
string
time_to_facility_hours
float64
traditional_treatment_first
int64
snake_species
string
dry_bite
int64
envenomation_syndrome
string
severity
string
local_swelling
int64
local_necrosis
int64
coagulopathy
int64
inr_elevated
int64
bleeding
int64
neurotoxicity
int64
ptosis
int64
respiratory_failure
int64
acute_kidney_injury
int64
compartment_syndrome
int64
antivenom_given
int64
antivenom_vials
int64
antivenom_reaction
int64
wound_care
int64
fasciotomy
int64
blood_transfusion
int64
mechanical_ventilation
int64
dialysis
int64
amputation
int64
antibiotics_given
int64
outcome
string
hospital_days
int64
1,101
75
F
farmer
foot
herding
1.7
0
unknown_unidentified
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,102
37
F
hunter
ankle
herding
8.8
0
bitis_arietans
0
cytotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
1,103
47
M
trader
hand
sleeping
21
1
causus_rhombeatus
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,104
54
F
farmer
foot
walking
10.4
0
causus_rhombeatus
0
cytotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
1,105
16
M
child
other
sleeping
0.7
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
survived_full_recovery
5
1,106
58
M
farmer
ankle
walking
17.85
1
bitis_arietans
0
hemotoxic
mild
0
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,107
72
F
farmer
forearm
herding
1.5
1
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,108
59
M
farmer
ankle
walking
3.9
1
echis_ocellatus
0
hemotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,109
42
M
farmer
foot
collecting_firewood
6.15
1
unknown_unidentified
0
cytotoxic
moderate
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_with_sequelae
7
1,110
64
M
farmer
hand
farming
8.85
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
5
1,111
42
F
student
lower_leg
herding
30
1
naja_haje
0
neurotoxic
mild
0
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
1,112
4
F
student
lower_leg
farming
2.3
0
bitis_arietans
0
hemotoxic
severe
0
0
1
1
1
0
0
0
0
0
1
6
0
1
0
1
0
0
0
1
survived_full_recovery
10
1,113
16
F
child
ankle
walking
2.55
1
causus_rhombeatus
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,114
20
M
student
foot
farming
13.05
1
naja_nigricollis
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
6
1,115
18
M
herder
hand
walking
1.8
1
unknown_unidentified
0
cytotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,116
41
M
hunter
foot
other
8.3
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
1
0
1
survived_full_recovery
9
1,117
66
F
herder
ankle
sleeping
29.7
1
atractaspis_spp
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,118
57
M
herder
foot
farming
1.2
0
causus_rhombeatus
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,119
14
M
child
foot
sleeping
12.3
0
echis_ocellatus
0
hemotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,120
67
M
farmer
hand
walking
18.45
1
echis_ocellatus
0
hemotoxic
moderate
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
4
1,121
8
F
herder
foot
herding
2.1
0
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
5
1,122
39
M
farmer
forearm
collecting_firewood
7
0
unknown_unidentified
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
6
1,123
45
F
farmer
hand
walking
2.6
0
causus_rhombeatus
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,124
22
M
herder
other
collecting_firewood
2.1
0
echis_ocellatus
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
1,125
54
M
herder
foot
walking
10.6
0
bitis_arietans
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
1,126
6
M
student
forearm
herding
1.05
1
causus_rhombeatus
0
hemotoxic
mild
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
2
1,127
2
M
student
hand
farming
19.9
0
echis_ocellatus
0
hemotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
2
1,128
14
F
herder
foot
collecting_firewood
11.1
0
unknown_unidentified
0
hemotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
1,129
29
M
student
lower_leg
walking
0.75
1
causus_rhombeatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
19
1,130
12
M
child
foot
walking
0.75
1
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
0
1
0
0
0
0
0
1
0
0
1
0
0
1
died
0
1,131
9
F
student
hand
farming
3.2
0
echis_ocellatus
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
1
1,132
2
M
child
foot
collecting_firewood
21.2
0
bitis_arietans
0
hemotoxic
mild
0
0
1
1
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
1,133
46
M
other
other
farming
18.75
1
naja_nigricollis
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
1,134
18
M
trader
hand
walking
0.75
1
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,135
16
M
child
forearm
sleeping
0.9
1
causus_rhombeatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
6
1,136
51
M
farmer
ankle
farming
2.9
0
bitis_arietans
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
1,137
42
F
trader
lower_leg
sleeping
6.9
1
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
17
1,138
46
F
farmer
ankle
farming
2.6
0
unknown_unidentified
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
4
1,139
56
F
farmer
foot
other
2.25
1
unknown_unidentified
0
hemotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,140
17
M
student
other
other
15.7
0
echis_ocellatus
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,141
33
M
herder
ankle
walking
0.75
1
bitis_arietans
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
1
1,142
22
M
hunter
foot
sleeping
2.7
1
unknown_unidentified
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
died
3
1,143
35
M
farmer
ankle
sleeping
2.85
1
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,144
25
M
herder
forearm
walking
3
0
naja_nigricollis
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
9
0
1
0
0
0
0
0
0
survived_full_recovery
7
1,145
24
M
herder
forearm
collecting_firewood
20.25
1
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
6
1,146
29
F
farmer
hand
farming
2.7
1
bitis_arietans
0
mixed
moderate
1
0
1
1
0
1
1
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,147
38
F
farmer
ankle
walking
3.7
0
causus_rhombeatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
survived_full_recovery
7
1,148
51
M
trader
foot
farming
21.45
1
naja_nigricollis
0
mixed
mild
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
1,149
39
M
hunter
hand
sleeping
0.7
0
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
1
survived_full_recovery
6
1,150
12
M
child
ankle
walking
22.6
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
5
1,151
17
M
herder
foot
farming
6.6
0
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,152
5
M
herder
foot
other
11.25
1
echis_ocellatus
0
hemotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
1,153
33
F
herder
other
walking
11.3
0
echis_ocellatus
0
mixed
moderate
1
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
6
1,154
6
F
child
foot
other
11.3
0
echis_ocellatus
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,155
63
M
herder
other
herding
6.1
0
causus_rhombeatus
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,156
28
M
herder
foot
sleeping
9.6
0
atractaspis_spp
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
1,157
55
M
farmer
ankle
herding
5.6
0
naja_nigricollis
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,158
9
M
student
foot
farming
5.4
0
bitis_arietans
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
1
1,159
59
M
farmer
hand
farming
5.25
1
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
3
1,160
37
M
herder
lower_leg
farming
11.85
1
echis_ocellatus
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,161
56
M
student
foot
farming
2.3
0
echis_ocellatus
0
hemotoxic
moderate
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
4
1,162
25
M
other
lower_leg
farming
23
0
unknown_unidentified
0
neurotoxic
moderate
0
0
0
0
0
1
0
0
0
0
1
3
0
0
0
0
0
0
0
0
survived_full_recovery
7
1,163
65
M
herder
ankle
collecting_firewood
19.65
1
bitis_arietans
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
1,164
31
M
farmer
foot
collecting_firewood
2.3
0
bitis_arietans
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
1
1,165
26
F
farmer
lower_leg
farming
2.1
0
echis_ocellatus
0
hemotoxic
moderate
0
0
0
0
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
0
survived_full_recovery
6
1,166
17
M
child
lower_leg
collecting_firewood
40.95
1
atractaspis_spp
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
20
1,167
53
F
student
foot
herding
2.25
1
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
6
1,168
20
M
farmer
lower_leg
farming
9.4
0
echis_ocellatus
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,169
37
M
trader
foot
farming
2.7
0
atractaspis_spp
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,170
40
M
farmer
foot
herding
9.2
0
naja_haje
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,171
35
M
farmer
other
walking
7.9
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,172
23
M
herder
foot
walking
1.2
1
dendroaspis_polylepis
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
1,173
27
F
student
hand
walking
7.5
1
causus_rhombeatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
4
1,174
67
M
student
foot
farming
3.6
0
echis_ocellatus
0
mixed
severe
1
0
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
19
1,175
11
F
child
ankle
herding
3.8
0
echis_ocellatus
0
hemotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
18
1,176
51
M
trader
forearm
sleeping
6.3
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
18
1,177
53
F
farmer
foot
farming
11.3
0
echis_ocellatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,178
15
M
student
foot
farming
5.3
0
bitis_arietans
0
cytotoxic
moderate
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
2
1,179
48
M
farmer
hand
farming
10.3
0
bitis_arietans
0
cytotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,180
27
M
herder
ankle
herding
7.9
0
bitis_arietans
0
mixed
severe
1
1
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
died
0
1,181
50
M
herder
forearm
walking
0.75
1
naja_nigricollis
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,182
31
M
farmer
hand
farming
26.7
1
atractaspis_spp
0
cardiotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,183
35
F
trader
ankle
sleeping
1.2
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
15
1,184
30
M
student
foot
collecting_firewood
2.4
0
bitis_arietans
0
mixed
moderate
1
1
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
died
5
1,185
17
F
child
lower_leg
collecting_firewood
3.75
1
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
6
1,186
37
F
hunter
foot
farming
6
1
dendroaspis_viridis
0
mixed
severe
1
1
1
1
1
1
0
1
1
1
0
0
0
1
0
1
0
0
1
1
died
6
1,187
39
F
trader
lower_leg
collecting_firewood
9
0
dendroaspis_polylepis
0
mixed
severe
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
survived_full_recovery
20
1,188
43
M
farmer
ankle
farming
18
1
dendroaspis_polylepis
0
mixed
mild
1
0
1
1
1
1
1
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
1
1,189
7
F
student
forearm
farming
9.8
0
causus_rhombeatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,190
73
F
trader
foot
farming
18.2
0
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
6
1,191
34
M
farmer
ankle
sleeping
12.45
1
echis_ocellatus
0
hemotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
16
1,192
48
M
student
forearm
collecting_firewood
2.8
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
0
1
0
0
0
0
0
1
0
0
1
0
0
1
survived_full_recovery
17
1,193
24
M
trader
ankle
farming
1.65
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,194
14
F
student
ankle
sleeping
10.6
0
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
4
1,195
6
M
child
other
walking
2.1
1
bitis_arietans
1
none
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,196
29
M
farmer
lower_leg
walking
0.8
0
bitis_arietans
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
4
1,197
28
M
farmer
lower_leg
farming
8.85
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
5
1,198
2
M
child
lower_leg
farming
7.95
1
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
1
0
0
0
1
7
1
1
0
0
0
0
0
0
survived_full_recovery
18
1,199
39
F
farmer
foot
farming
0.5
0
causus_rhombeatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
3
1,200
16
M
herder
hand
farming
2.5
0
echis_ocellatus
0
hemotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
died
0