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
1,001
31
M
hunter
forearm
herding
5.8
0
unknown_unidentified
0
mixed
moderate
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
7
1,002
32
F
farmer
other
walking
9.8
0
naja_nigricollis
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
1,003
41
M
farmer
lower_leg
walking
25.05
1
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
died
1
1,004
28
M
hunter
lower_leg
collecting_firewood
8.55
1
naja_nigricollis
0
mixed
moderate
1
0
1
1
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,005
38
F
herder
foot
collecting_firewood
2.55
1
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
1
3
1
1
0
0
0
0
0
0
survived_with_sequelae
20
1,006
60
M
trader
hand
farming
6
0
echis_ocellatus
0
mixed
moderate
1
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
5
1,007
73
M
farmer
forearm
walking
4.4
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
survived_full_recovery
7
1,008
15
M
student
hand
farming
7
0
causus_rhombeatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
4
0
1
0
1
0
0
0
1
survived_full_recovery
6
1,009
29
M
other
lower_leg
walking
0.75
1
bitis_arietans
0
cytotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
3
1,010
45
F
student
hand
collecting_firewood
40.8
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
1
1,011
79
F
trader
hand
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
2
1,012
34
F
farmer
ankle
walking
18.3
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
died
5
1,013
9
M
child
ankle
farming
2.1
1
bitis_arietans
0
mixed
mild
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
1,014
29
F
trader
foot
collecting_firewood
25.7
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
1
1,015
37
M
herder
foot
herding
3.6
0
unknown_unidentified
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
1,016
23
M
trader
hand
herding
2.1
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
5
1,017
11
F
student
foot
farming
6
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
3
1,018
28
F
farmer
ankle
herding
0.9
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
1
9
0
1
0
1
0
0
0
1
survived_full_recovery
12
1,019
60
M
farmer
forearm
walking
3.6
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
0
survived_full_recovery
5
1,020
28
F
student
ankle
walking
6.3
1
naja_nigricollis
0
cytotoxic
moderate
1
1
0
0
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
1
died
5
1,021
9
M
student
lower_leg
sleeping
1.2
0
echis_ocellatus
0
mixed
moderate
1
0
1
1
1
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
3
1,022
2
M
child
lower_leg
farming
47.25
1
dendroaspis_viridis
0
neurotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
0
1,023
73
F
farmer
foot
farming
5.9
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
4
1,024
12
F
student
forearm
farming
5.85
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
1,025
68
M
hunter
lower_leg
walking
13.6
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
1,026
15
F
student
foot
walking
18.45
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
1,027
22
F
hunter
hand
collecting_firewood
8.2
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
1,028
36
M
student
ankle
walking
6.7
0
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
9
1,029
18
M
herder
foot
farming
6.6
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
0
survived_full_recovery
2
1,030
8
F
child
ankle
walking
15.3
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
died
4
1,031
74
M
farmer
foot
farming
10.05
1
unknown_unidentified
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
7
1,032
59
F
hunter
foot
herding
2.7
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
survived_full_recovery
5
1,033
33
M
farmer
lower_leg
sleeping
18
1
dendroaspis_viridis
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
6
1,034
23
F
farmer
other
walking
12.3
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
1
1,035
25
M
farmer
foot
farming
2.1
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
1
1,036
50
F
other
lower_leg
sleeping
13.4
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
6
1,037
28
M
farmer
hand
farming
0.8
0
echis_ocellatus
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
6
0
1
0
0
0
0
0
1
survived_full_recovery
8
1,038
66
M
farmer
hand
herding
13.95
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
1
survived_full_recovery
2
1,039
20
F
farmer
lower_leg
farming
15.3
0
bitis_arietans
0
hemotoxic
mild
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
1,040
58
M
herder
forearm
farming
2.8
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
1,041
46
M
herder
hand
farming
5.1
1
bitis_arietans
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
7
1,042
18
M
student
lower_leg
farming
7.05
1
unknown_unidentified
0
neurotoxic
severe
0
0
0
0
0
1
0
0
0
0
1
4
0
1
0
0
0
0
0
0
survived_full_recovery
15
1,043
69
M
hunter
ankle
farming
9
1
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
0
died
0
1,044
24
M
farmer
foot
walking
0.5
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
1,045
23
M
herder
ankle
farming
5.1
1
bitis_arietans
0
mixed
mild
1
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
1
1,046
66
F
farmer
ankle
collecting_firewood
6.75
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
1
1,047
18
F
farmer
hand
walking
15.3
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
1,048
77
M
hunter
hand
farming
1.7
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
1,049
36
F
farmer
forearm
herding
37.9
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
1
0
1
2
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,050
24
M
trader
hand
walking
11.3
0
echis_ocellatus
0
cytotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
1,051
42
M
farmer
ankle
farming
5
0
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
1,052
14
F
child
foot
sleeping
0.5
0
bitis_arietans
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
10
1,053
21
M
farmer
other
herding
5.25
1
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
6
1,054
38
F
farmer
forearm
walking
19.3
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
8
1,055
47
F
farmer
lower_leg
herding
30.45
1
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
1,056
35
M
hunter
ankle
farming
2.1
0
echis_ocellatus
0
mixed
severe
1
0
1
1
1
1
1
1
1
0
0
0
0
1
0
0
0
1
0
0
died
1
1,057
35
M
farmer
lower_leg
farming
3.3
0
naja_nigricollis
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
18
1,058
24
F
other
lower_leg
farming
18.9
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
1
1,059
36
F
herder
hand
walking
1.95
1
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
10
1,060
34
M
trader
ankle
farming
9.4
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
1,061
25
M
farmer
hand
walking
8.4
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
1,062
7
M
child
foot
sleeping
3.5
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
1,063
15
M
child
ankle
farming
3.75
1
bitis_arietans
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
1,064
32
M
farmer
hand
farming
12.3
1
bitis_arietans
0
mixed
mild
1
0
0
0
0
1
1
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
1
1,065
14
F
herder
hand
farming
12.7
0
unknown_unidentified
0
neurotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
6
1,066
47
M
hunter
other
collecting_firewood
17.8
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
0
survived_full_recovery
20
1,067
23
F
farmer
hand
farming
3.15
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
1
survived_full_recovery
2
1,068
38
M
student
forearm
walking
3
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
1
survived_full_recovery
6
1,069
66
F
farmer
other
walking
8.5
0
unknown_unidentified
0
mixed
moderate
1
1
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
2
1,070
34
F
other
foot
sleeping
4.2
0
naja_nigricollis
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
1
9
1
1
0
0
0
0
0
1
survived_full_recovery
16
1,071
16
M
child
forearm
farming
9.7
0
naja_nigricollis
0
cytotoxic
severe
0
1
0
0
0
0
0
0
0
0
1
3
1
1
0
0
0
0
0
1
survived_with_sequelae
14
1,072
1
M
child
lower_leg
walking
4.6
0
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
6
1,073
23
M
student
hand
collecting_firewood
11.8
0
unknown_unidentified
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
1,074
35
M
farmer
lower_leg
farming
14.25
1
echis_ocellatus
0
hemotoxic
moderate
0
0
1
1
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
3
1,075
48
M
trader
forearm
collecting_firewood
20.2
0
bitis_arietans
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
5
1,076
63
M
farmer
foot
herding
0.9
0
unknown_unidentified
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
1,077
31
F
trader
hand
walking
3.3
1
unknown_unidentified
0
neurotoxic
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
1,078
57
M
farmer
ankle
farming
0.5
0
bitis_arietans
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
1,079
50
F
farmer
lower_leg
collecting_firewood
23.85
1
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
survived_full_recovery
5
1,080
38
M
student
lower_leg
walking
13.2
1
atractaspis_spp
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
9
0
1
0
0
0
0
0
1
survived_full_recovery
7
1,081
10
F
herder
hand
farming
32.7
1
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
died
1
1,082
63
M
farmer
hand
walking
1.65
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
2
1,083
71
F
hunter
hand
farming
10
0
dendroaspis_viridis
0
neurotoxic
severe
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
10
1,084
61
F
hunter
foot
sleeping
19.8
1
bitis_arietans
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
1,085
67
M
student
hand
farming
5.2
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
died
0
1,086
36
F
trader
lower_leg
farming
4.8
0
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
3
1
0
0
0
0
0
0
0
died
1
1,087
41
M
herder
foot
walking
17.1
0
unknown_unidentified
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
1,088
22
M
farmer
foot
walking
4.65
1
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
18
1,089
68
F
herder
foot
walking
4.2
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
1,090
36
M
farmer
foot
collecting_firewood
6
1
naja_haje
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
survived_with_sequelae
7
1,091
13
F
child
hand
collecting_firewood
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
1,092
24
F
herder
hand
sleeping
2.55
1
echis_ocellatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
1
1,093
20
F
farmer
hand
farming
9
0
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
1
8
1
1
0
0
0
0
0
1
survived_with_sequelae
11
1,094
46
F
farmer
hand
farming
0.7
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
0
survived_full_recovery
2
1,095
2
M
student
foot
herding
2
0
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
4
1,096
39
M
hunter
other
farming
6.9
1
dendroaspis_viridis
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
1,097
23
M
farmer
foot
herding
0.5
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
6
1,098
68
M
farmer
hand
farming
1.65
1
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
1,099
56
M
farmer
foot
farming
6.1
0
naja_haje
0
neurotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
4
1,100
14
M
child
lower_leg
sleeping
1.2
0
echis_ocellatus
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