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
601
12
M
herder
ankle
walking
10.3
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
1
602
15
M
herder
foot
farming
23.55
1
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
1
survived_with_sequelae
7
603
42
F
hunter
foot
herding
0.8
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
1
604
29
M
hunter
hand
collecting_firewood
3.4
0
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
1
1
0
0
0
0
0
1
survived_full_recovery
3
605
37
F
farmer
other
walking
4.5
0
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
1
survived_full_recovery
5
606
64
M
hunter
other
farming
17.7
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
607
26
M
farmer
hand
farming
2.8
0
naja_haje
0
cytotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
died
1
608
50
F
farmer
foot
farming
31
0
atractaspis_spp
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
6
609
73
M
herder
forearm
other
9
0
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
10
610
17
M
herder
hand
walking
2.4
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
7
611
22
M
farmer
foot
farming
4.4
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
612
65
M
trader
lower_leg
farming
16.9
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
5
613
37
F
hunter
foot
other
11
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
614
68
F
trader
foot
sleeping
0.5
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
0
survived_full_recovery
1
615
29
M
student
other
farming
23.4
1
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
1
1
0
1
0
0
0
0
0
0
survived_full_recovery
7
616
15
M
child
lower_leg
farming
4.65
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
7
617
8
M
child
hand
sleeping
1
0
bitis_arietans
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
5
618
7
M
child
forearm
farming
4.7
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
2
619
35
M
farmer
lower_leg
farming
1.5
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
620
39
F
herder
hand
farming
27.9
1
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_with_sequelae
15
621
16
M
child
foot
farming
5.7
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
622
4
M
child
foot
farming
4.9
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
0
survived_full_recovery
7
623
53
F
student
other
walking
10.2
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
1
survived_full_recovery
1
624
67
M
farmer
ankle
farming
14
0
naja_nigricollis
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
2
625
4
M
child
hand
farming
8.5
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
626
4
M
child
hand
walking
5.1
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
627
16
F
child
foot
other
0.9
0
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
1
0
0
0
1
8
0
1
0
0
0
0
0
1
survived_full_recovery
18
628
13
M
child
hand
farming
1.5
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
1
survived_full_recovery
2
629
35
F
farmer
foot
walking
4.05
1
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
3
630
20
F
farmer
foot
walking
8.1
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
3
631
17
M
student
ankle
walking
9.45
1
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
survived_full_recovery
2
632
49
F
other
lower_leg
other
4.7
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
633
29
M
hunter
foot
farming
2.1
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
5
634
16
F
student
foot
herding
4
0
bitis_arietans
0
mixed
mild
1
0
1
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
635
62
M
farmer
lower_leg
farming
3.6
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
636
45
M
other
hand
walking
7.2
1
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
1
3
0
1
0
0
0
0
0
0
survived_full_recovery
5
637
34
F
other
hand
farming
16.65
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
638
36
M
farmer
foot
herding
10.05
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
639
39
M
trader
foot
farming
1.7
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
0
survived_full_recovery
3
640
26
M
farmer
foot
farming
2.5
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
1
survived_full_recovery
19
641
1
M
student
hand
walking
0.5
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
6
642
36
M
other
lower_leg
farming
8.7
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
643
41
F
hunter
lower_leg
farming
0.5
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
1
survived_full_recovery
2
644
47
M
farmer
foot
sleeping
0.9
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
645
13
F
child
lower_leg
herding
10.7
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
646
49
M
herder
hand
other
14.1
0
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
647
44
M
herder
hand
farming
7.7
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
2
648
32
M
farmer
ankle
sleeping
4
0
echis_ocellatus
0
mixed
mild
1
0
1
1
1
1
1
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
649
21
M
farmer
foot
herding
5.1
0
naja_nigricollis
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
650
14
M
child
lower_leg
herding
26.9
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
5
651
27
M
herder
foot
walking
1
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
0
survived_full_recovery
3
652
49
M
hunter
ankle
herding
0.75
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
7
653
11
M
child
foot
sleeping
2.1
1
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
6
654
27
M
herder
hand
sleeping
0.75
1
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
died
5
655
19
F
trader
foot
collecting_firewood
8.5
0
echis_ocellatus
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
8
656
17
M
student
hand
collecting_firewood
1.6
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
died
1
657
9
M
child
foot
farming
12.3
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
0
died
0
658
29
F
hunter
foot
sleeping
11.4
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
0
survived_full_recovery
3
659
46
M
herder
foot
herding
15.4
0
unknown_unidentified
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
15
660
17
M
student
foot
walking
16.5
1
causus_rhombeatus
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
3
661
22
M
farmer
foot
walking
22.5
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
662
34
M
farmer
foot
sleeping
9.75
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
0
survived_full_recovery
2
663
34
M
trader
foot
walking
0.5
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
2
664
33
M
other
foot
walking
13.2
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
survived_full_recovery
9
665
71
F
hunter
hand
herding
5.85
1
bitis_arietans
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
12
666
44
M
farmer
foot
farming
14.85
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
died
3
667
26
F
farmer
foot
farming
11.55
1
bitis_arietans
0
hemotoxic
mild
0
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
1
668
22
M
farmer
foot
farming
3.15
1
unknown_unidentified
0
mixed
mild
1
0
1
1
1
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
669
3
M
student
foot
collecting_firewood
13.3
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
670
5
M
herder
forearm
walking
1.35
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
4
671
27
M
farmer
forearm
walking
4.9
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
672
66
M
trader
lower_leg
walking
2.1
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
673
38
M
farmer
forearm
walking
16.8
1
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
7
674
1
F
child
other
farming
5
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
died
3
675
25
M
farmer
foot
collecting_firewood
5.4
1
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
2
0
1
0
0
0
0
0
1
survived_full_recovery
2
676
47
M
farmer
ankle
sleeping
1.7
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
3
677
37
M
trader
hand
herding
9.6
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
2
678
19
F
farmer
lower_leg
farming
34
0
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
0
survived_with_disability
18
679
17
M
child
hand
farming
6.1
0
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
died
3
680
2
M
child
foot
farming
3.15
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
681
50
F
trader
lower_leg
collecting_firewood
13
0
bitis_arietans
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
survived_with_sequelae
2
682
27
F
hunter
hand
walking
19.4
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
1
survived_full_recovery
7
683
59
F
farmer
lower_leg
herding
5.3
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
684
7
M
child
ankle
walking
35.7
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
2
685
2
M
herder
foot
farming
0.8
0
bitis_arietans
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
686
38
F
trader
foot
sleeping
15.3
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
687
11
M
herder
ankle
sleeping
20.55
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
13
688
28
M
farmer
ankle
farming
12
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
3
0
1
0
1
0
0
0
0
survived_full_recovery
6
689
50
M
farmer
forearm
farming
7.3
0
bitis_arietans
0
cytotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
4
690
16
F
herder
forearm
farming
14.4
1
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
691
6
M
student
forearm
herding
6.8
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
3
692
24
M
farmer
ankle
farming
5.4
1
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
6
693
35
F
other
forearm
sleeping
9.7
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
694
19
F
farmer
other
sleeping
29.85
1
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
9
695
48
M
student
foot
walking
24.3
1
dendroaspis_viridis
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
696
50
M
farmer
lower_leg
sleeping
1.6
0
unknown_unidentified
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
3
697
76
M
farmer
ankle
herding
12.8
0
bitis_arietans
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
survived_with_sequelae
1
698
59
F
hunter
foot
farming
4.1
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
0
survived_full_recovery
5
699
40
F
farmer
hand
farming
1.1
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
died
1
700
25
F
student
foot
farming
5.2
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
1
survived_with_sequelae
11