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
1,201
22
F
herder
hand
farming
1.9
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
2
1,202
27
M
farmer
hand
collecting_firewood
0.9
0
dendroaspis_polylepis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
5
1,203
34
F
farmer
foot
herding
7.2
0
causus_rhombeatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
survived_with_sequelae
9
1,204
70
F
hunter
lower_leg
collecting_firewood
15.2
0
echis_ocellatus
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
13
1,205
32
M
other
lower_leg
other
7
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
1
1,206
57
M
herder
hand
collecting_firewood
3.3
0
dendroaspis_polylepis
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
2
1,207
47
M
trader
foot
walking
13.95
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
1,208
28
F
farmer
hand
farming
55
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
1
survived_with_sequelae
2
1,209
29
M
other
hand
other
14.6
0
naja_haje
0
neurotoxic
mild
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,210
24
F
other
foot
walking
3.9
1
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
1
1,211
73
M
trader
hand
sleeping
13.6
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
15
1,212
41
F
other
hand
farming
1.3
0
unknown_unidentified
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
1
1,213
4
M
student
other
farming
1.4
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
4
1,214
10
F
student
foot
farming
17.7
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
1,215
16
F
student
foot
walking
8.6
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
2
1,216
19
M
farmer
hand
sleeping
1.8
1
echis_ocellatus
0
hemotoxic
moderate
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
0
0
0
1
survived_full_recovery
5
1,217
42
M
other
ankle
farming
8
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
0
survived_full_recovery
7
1,218
37
M
hunter
foot
farming
21
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
1
1,219
35
F
farmer
forearm
walking
12.2
0
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
1
survived_with_sequelae
9
1,220
35
M
farmer
forearm
farming
17.1
0
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
2
1,221
17
M
child
foot
sleeping
11
0
bitis_arietans
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
1
5
0
1
0
0
0
0
0
1
survived_full_recovery
12
1,222
74
M
trader
lower_leg
farming
10.4
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
18
1,223
9
F
student
ankle
collecting_firewood
10.8
0
naja_nigricollis
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
1,224
49
M
farmer
foot
farming
0.5
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
died
6
1,225
23
F
student
foot
collecting_firewood
0.75
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
3
0
0
0
0
0
0
0
0
survived_full_recovery
7
1,226
72
M
farmer
foot
herding
0.75
1
naja_nigricollis
0
neurotoxic
severe
0
0
0
0
0
1
0
1
0
0
1
9
0
1
0
0
1
0
0
1
died
1
1,227
1
M
student
foot
herding
3.9
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
survived_full_recovery
19
1,228
43
M
farmer
foot
sleeping
1.2
1
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
11
1,229
18
M
herder
foot
walking
14.55
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
1,230
58
M
farmer
foot
farming
8.9
0
naja_haje
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
6
1,231
16
M
child
foot
other
5
0
bitis_arietans
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
1,232
23
M
student
forearm
farming
3.6
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
1,233
59
M
other
forearm
sleeping
9.4
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
1
1,234
55
F
farmer
lower_leg
other
6.4
0
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
3
1,235
16
M
herder
foot
herding
3.2
0
naja_haje
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
12
1,236
21
M
herder
forearm
farming
36.2
0
bitis_arietans
0
cytotoxic
moderate
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
6
1,237
19
M
hunter
ankle
farming
6.6
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
1,238
38
F
farmer
forearm
walking
2.2
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
1,239
59
F
farmer
ankle
walking
16.5
0
causus_rhombeatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
17
1,240
58
M
student
ankle
collecting_firewood
8.3
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
2
1,241
23
M
farmer
foot
collecting_firewood
1.3
0
echis_ocellatus
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
1
0
1
4
0
1
0
0
0
0
0
1
survived_full_recovery
3
1,242
8
F
child
foot
farming
3.9
1
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
17
1,243
52
M
farmer
foot
walking
27.9
1
dendroaspis_polylepis
0
mixed
severe
1
0
1
1
1
1
1
0
1
0
0
0
0
1
0
0
0
0
0
0
died
5
1,244
35
M
hunter
ankle
farming
13.95
1
unknown_unidentified
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
survived_with_sequelae
10
1,245
48
M
trader
other
farming
9.7
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
2
1,246
31
F
farmer
ankle
sleeping
10.65
1
unknown_unidentified
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
1,247
47
M
farmer
hand
farming
24
1
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
1
1,248
19
M
hunter
ankle
farming
0.5
0
bitis_arietans
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
6
1,249
68
F
trader
ankle
walking
0.5
0
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
2
1,250
10
M
child
ankle
walking
1.9
0
dendroaspis_viridis
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
17
1,251
39
F
trader
foot
farming
3.2
0
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_with_sequelae
20
1,252
4
F
child
hand
walking
15.3
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
1,253
24
M
farmer
lower_leg
sleeping
11.2
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
2
1,254
37
F
farmer
hand
sleeping
1.8
0
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
survived_full_recovery
2
1,255
38
M
farmer
foot
sleeping
15.3
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
1,256
39
M
other
foot
herding
1.4
0
echis_ocellatus
0
mixed
moderate
1
1
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_with_sequelae
2
1,257
12
F
child
ankle
walking
8.7
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
7
1,258
76
M
hunter
foot
farming
9.3
1
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
5
1,259
47
M
herder
forearm
farming
1.8
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
1
survived_full_recovery
2
1,260
17
M
herder
forearm
farming
2.4
0
naja_nigricollis
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
7
1,261
69
M
trader
lower_leg
farming
24.9
1
dendroaspis_polylepis
0
neurotoxic
moderate
0
0
0
0
0
1
0
0
0
0
1
2
0
0
0
0
0
0
0
1
survived_full_recovery
5
1,262
54
F
hunter
hand
walking
14.5
0
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
died
4
1,263
30
F
hunter
hand
herding
23.1
0
atractaspis_spp
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
died
3
1,264
33
M
student
ankle
walking
0.5
0
naja_nigricollis
0
cytotoxic
moderate
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
3
1,265
42
M
herder
ankle
farming
5.5
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
1,266
48
F
farmer
foot
farming
10.8
1
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
6
1,267
34
M
hunter
foot
farming
1.8
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
4
1,268
62
M
trader
foot
walking
22.9
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
1
0
1
3
0
1
0
0
0
0
0
0
survived_full_recovery
5
1,269
22
M
farmer
forearm
sleeping
10.8
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
2
1,270
8
F
student
foot
herding
5.7
0
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
1
1,271
2
F
child
ankle
sleeping
95.4
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
6
1,272
13
M
child
lower_leg
farming
6.9
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
1,273
62
M
farmer
ankle
farming
3.9
1
causus_rhombeatus
0
hemotoxic
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
1,274
36
M
herder
ankle
farming
31.35
1
naja_nigricollis
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
2
1,275
75
M
farmer
foot
other
10.4
0
bitis_arietans
0
cytotoxic
moderate
1
1
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
survived_with_sequelae
7
1,276
32
M
farmer
forearm
herding
3.9
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
1,277
46
M
herder
foot
farming
0.75
1
bitis_arietans
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
4
0
0
0
0
0
0
0
1
survived_full_recovery
3
1,278
54
M
farmer
ankle
farming
3.6
0
naja_haje
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
2
1,279
44
M
trader
hand
walking
0.5
0
bitis_arietans
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
1
3
0
1
0
1
0
0
0
1
survived_full_recovery
11
1,280
7
F
student
lower_leg
herding
5.2
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
1
1,281
58
M
farmer
ankle
collecting_firewood
18.15
1
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
1
0
1
7
0
1
0
1
0
0
0
1
survived_full_recovery
18
1,282
26
F
other
hand
walking
7.6
0
bitis_arietans
0
hemotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
3
1,283
16
M
herder
foot
farming
13.7
0
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
1
1,284
60
F
farmer
hand
farming
22.35
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
2
1,285
25
F
farmer
hand
sleeping
5.1
1
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
1,286
37
F
farmer
forearm
herding
21.7
0
echis_ocellatus
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
3
1,287
15
M
student
hand
herding
15.9
1
naja_haje
0
neurotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
died
1
1,288
16
M
child
other
walking
2.6
0
echis_ocellatus
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
4
1,289
26
F
farmer
foot
collecting_firewood
9.1
0
naja_nigricollis
0
cytotoxic
moderate
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
1
1,290
54
M
student
foot
other
0.9
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
1,291
40
M
hunter
lower_leg
walking
5.7
1
unknown_unidentified
0
mixed
severe
1
0
0
0
0
1
1
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
10
1,292
46
M
student
ankle
farming
28.2
1
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
1
7
0
1
1
0
0
0
0
1
died
3
1,293
74
M
trader
ankle
sleeping
2.8
0
bitis_arietans
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
10
1,294
60
M
farmer
ankle
farming
4.35
1
unknown_unidentified
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
1
1,295
13
M
student
ankle
sleeping
8.9
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
1,296
11
M
child
foot
collecting_firewood
6.5
0
bitis_arietans
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
10
1,297
63
M
farmer
foot
farming
15.15
1
atractaspis_spp
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
1,298
13
M
student
foot
farming
0.6
0
bitis_arietans
0
cytotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,299
64
M
farmer
foot
farming
4.95
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
1,300
33
F
student
ankle
herding
16.2
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