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
9,601
29
M
trader
ankle
farming
31.7
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
1
1
7
0
1
0
0
0
0
0
1
survived_with_sequelae
11
9,602
62
F
farmer
hand
walking
13
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
9,603
58
M
herder
forearm
sleeping
3.4
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
1
9,604
22
F
farmer
ankle
other
15.7
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
19
9,605
35
M
herder
hand
herding
8.7
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
4
9,606
47
F
farmer
other
walking
16.35
1
naja_nigricollis
0
mixed
severe
1
1
0
0
0
1
1
0
0
1
0
0
0
1
0
0
0
0
0
0
died
2
9,607
51
M
farmer
foot
sleeping
45.6
1
bitis_arietans
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
died
6
9,608
30
F
farmer
hand
walking
4.35
1
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
7
9,609
77
M
student
foot
farming
10.4
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
9,610
28
M
other
forearm
walking
3.1
0
naja_haje
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
2
9,611
15
M
student
ankle
farming
9.5
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
6
9,612
45
F
farmer
ankle
collecting_firewood
1
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
9,613
20
M
farmer
ankle
sleeping
19.2
1
bitis_arietans
0
mixed
severe
1
0
0
0
0
1
1
1
0
1
0
0
0
1
0
0
0
0
0
1
died
2
9,614
5
M
herder
hand
sleeping
5.3
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
9,615
36
M
farmer
ankle
herding
0.8
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
0
survived_full_recovery
2
9,616
34
F
farmer
ankle
herding
2.7
1
bitis_arietans
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
9,617
70
M
farmer
foot
sleeping
7.2
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
9,618
35
F
herder
foot
herding
8.8
0
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
died
6
9,619
14
M
child
foot
farming
26.1
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
1
survived_full_recovery
1
9,620
19
M
hunter
ankle
walking
2.55
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
9,621
79
M
farmer
forearm
sleeping
16.8
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
9,622
6
M
child
hand
herding
5.4
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
0
survived_full_recovery
2
9,623
38
M
herder
hand
walking
2.2
0
naja_haje
0
neurotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
4
9,624
77
M
farmer
lower_leg
farming
1.65
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
9,625
26
M
farmer
ankle
farming
5.4
1
bitis_arietans
0
hemotoxic
severe
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
1
died
2
9,626
25
F
farmer
hand
farming
13.5
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
survived_full_recovery
5
9,627
50
F
farmer
hand
walking
4.5
1
echis_ocellatus
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
7
9,628
34
F
herder
other
sleeping
5.1
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
1
9,629
44
M
trader
hand
sleeping
9.3
1
unknown_unidentified
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
1
8
0
1
0
0
0
0
0
1
survived_full_recovery
18
9,630
23
M
herder
ankle
sleeping
0.75
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
9,631
27
M
student
ankle
herding
6.6
0
dendroaspis_polylepis
0
neurotoxic
mild
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
9,632
73
M
herder
foot
farming
17.6
0
naja_haje
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
died
6
9,633
39
M
student
foot
farming
37.05
1
naja_haje
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
5
9,634
66
M
herder
foot
collecting_firewood
5.8
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
2
9,635
14
M
child
lower_leg
sleeping
10.8
1
naja_nigricollis
0
neurotoxic
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
9,636
77
F
other
ankle
other
10.2
1
naja_haje
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
9,637
28
F
farmer
hand
sleeping
0.75
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
2
9,638
62
M
farmer
foot
sleeping
5.3
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
1
9,639
21
M
other
foot
walking
8
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
1
9,640
56
M
farmer
ankle
walking
13.65
1
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
9,641
34
F
farmer
ankle
collecting_firewood
3
1
unknown_unidentified
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
2
9,642
20
M
farmer
lower_leg
farming
7.2
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
9,643
41
F
student
forearm
farming
0.8
0
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
survived_full_recovery
10
9,644
16
M
student
ankle
sleeping
1.35
1
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
9,645
73
M
trader
lower_leg
farming
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
3
9,646
4
M
student
hand
walking
3.8
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
9,647
60
M
trader
lower_leg
herding
1
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
1
9,648
12
F
student
foot
herding
15.1
0
echis_ocellatus
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
9,649
28
F
student
foot
farming
29.1
1
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
1
4
1
1
0
0
0
0
0
1
survived_with_sequelae
11
9,650
14
M
herder
foot
sleeping
31.2
1
naja_haje
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
survived_with_disability
10
9,651
15
M
student
ankle
farming
2.6
0
unknown_unidentified
0
neurotoxic
severe
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
17
9,652
5
M
student
foot
farming
3.3
1
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
survived_with_disability
16
9,653
3
F
child
foot
walking
3.9
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
9,654
27
F
farmer
ankle
sleeping
8.8
0
echis_ocellatus
0
mixed
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
6
9,655
45
M
farmer
forearm
collecting_firewood
21.9
1
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
2
9,656
13
M
student
hand
sleeping
11.8
0
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
2
9,657
16
M
child
lower_leg
walking
16.5
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
17
9,658
10
M
student
forearm
sleeping
5.25
1
unknown_unidentified
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
16
9,659
18
M
farmer
forearm
sleeping
13.8
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
9
9,660
17
M
herder
ankle
farming
3.8
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
survived_full_recovery
6
9,661
20
M
farmer
hand
sleeping
16
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
17
9,662
4
F
child
foot
farming
10.8
0
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
1
8
0
1
1
0
0
0
0
1
survived_with_sequelae
11
9,663
28
F
herder
foot
farming
4.2
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
9,664
49
M
other
lower_leg
farming
3.2
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
0
survived_full_recovery
7
9,665
11
M
child
ankle
herding
1.8
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
1
7
1
1
0
0
0
0
0
0
survived_full_recovery
20
9,666
35
F
herder
other
herding
3.1
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
9,667
61
M
herder
lower_leg
farming
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
2
9,668
47
F
hunter
hand
farming
4.1
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
2
9,669
37
M
hunter
lower_leg
sleeping
10.05
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
0
survived_full_recovery
2
9,670
47
F
trader
ankle
sleeping
24.75
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
2
9,671
77
M
farmer
other
farming
24.15
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
1
9,672
60
F
farmer
ankle
farming
18.7
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
died
4
9,673
64
F
farmer
other
farming
0.9
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
survived_full_recovery
12
9,674
27
M
student
ankle
walking
0.5
0
bitis_arietans
0
mixed
moderate
1
0
0
0
0
1
1
0
0
0
1
2
0
1
0
0
0
0
0
1
survived_full_recovery
4
9,675
19
M
herder
hand
sleeping
3.75
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
2
9,676
16
M
student
foot
collecting_firewood
8.2
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
1
7
0
1
0
0
0
0
0
1
survived_full_recovery
17
9,677
34
M
herder
foot
farming
2.7
0
bitis_arietans
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
9,678
78
F
hunter
other
farming
20.2
0
dendroaspis_polylepis
0
mixed
severe
1
1
1
1
0
1
1
1
0
1
0
0
0
1
1
0
0
0
0
1
died
1
9,679
21
M
hunter
ankle
farming
2.4
0
naja_haje
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
9,680
7
M
student
lower_leg
farming
7.7
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
1
survived_full_recovery
2
9,681
55
M
farmer
other
walking
3.2
0
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
9,682
57
M
farmer
hand
sleeping
1.05
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
1
died
5
9,683
3
F
child
foot
farming
0.5
0
bitis_arietans
0
mixed
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
9,684
70
F
trader
lower_leg
sleeping
17.25
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
9,685
13
M
child
foot
sleeping
17.8
0
naja_nigricollis
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
11
9,686
35
F
trader
hand
walking
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
1
survived_full_recovery
2
9,687
35
M
farmer
hand
sleeping
4
0
dendroaspis_viridis
0
mixed
severe
1
0
1
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
died
2
9,688
27
F
trader
foot
walking
5.5
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
3
9,689
49
F
farmer
ankle
collecting_firewood
11.2
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
9,690
13
M
child
hand
walking
0.7
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
1
survived_full_recovery
2
9,691
59
M
farmer
ankle
farming
1
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
13
9,692
30
F
herder
ankle
farming
46.35
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
1
9,693
36
M
herder
lower_leg
farming
5.5
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
9
9,694
60
M
other
lower_leg
walking
0.5
0
causus_rhombeatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
1
9,695
22
F
trader
hand
farming
7.8
1
unknown_unidentified
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
9,696
11
M
herder
foot
herding
2.4
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
0
survived_full_recovery
5
9,697
24
M
farmer
foot
herding
0.5
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
19
9,698
79
M
other
foot
farming
13.35
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
9,699
24
F
hunter
foot
herding
6.1
0
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
6
9,700
67
M
farmer
forearm
walking
1.7
0
bitis_arietans
0
mixed
severe
1
0
1
1
0
1
0
1
0
1
0
0
0
0
1
0
0
0
0
1
survived_with_sequelae
18