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
9,801
27
M
farmer
foot
sleeping
10.3
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
9,802
43
M
farmer
hand
collecting_firewood
25.2
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
9,803
23
M
hunter
lower_leg
other
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
1
survived_full_recovery
2
9,804
14
F
student
hand
herding
3.1
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
9,805
8
M
student
foot
farming
2.4
1
dendroaspis_viridis
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
7
9,806
11
F
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
9,807
21
F
farmer
hand
sleeping
7.2
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
0
1
0
0
1
6
0
0
0
0
0
0
0
1
survived_full_recovery
18
9,808
7
F
student
forearm
sleeping
19.2
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
9,809
14
F
child
foot
walking
5.6
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
9,810
58
M
farmer
foot
sleeping
10.9
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
2
9,811
26
M
farmer
hand
sleeping
1.9
0
bitis_arietans
0
mixed
severe
0
0
1
1
1
1
1
1
0
0
1
4
0
0
0
1
0
0
0
0
died
4
9,812
34
M
farmer
hand
walking
1.7
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
4
9,813
22
M
trader
forearm
farming
7.8
0
unknown_unidentified
0
hemotoxic
mild
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
9,814
31
M
other
foot
farming
17.8
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
9,815
13
M
student
lower_leg
other
1.9
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
4
9,816
29
M
trader
forearm
other
13.8
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
9,817
7
M
student
foot
farming
1.9
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
0
survived_full_recovery
3
9,818
29
F
farmer
hand
farming
1.65
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
9,819
68
F
farmer
ankle
walking
24.75
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
9,820
24
M
herder
ankle
collecting_firewood
3.3
0
atractaspis_spp
0
cardiotoxic
moderate
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
survived_full_recovery
2
9,821
21
F
farmer
lower_leg
other
10.05
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
9,822
33
F
farmer
hand
walking
5.5
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
9,823
24
F
other
foot
farming
6.9
0
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
0
1
0
0
1
5
1
1
0
0
1
0
0
1
survived_full_recovery
7
9,824
15
M
child
ankle
walking
3.3
1
naja_nigricollis
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
7
9,825
27
M
farmer
forearm
farming
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
2
9,826
36
M
farmer
foot
walking
6
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
9,827
19
M
farmer
ankle
farming
1.2
1
naja_nigricollis
0
mixed
mild
1
0
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
9,828
37
M
student
ankle
farming
14.6
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
18
9,829
61
M
trader
hand
farming
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
9,830
34
M
trader
foot
farming
7.65
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
1
9,831
51
F
farmer
lower_leg
walking
12.1
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
1
1
4
0
1
1
0
0
0
0
1
survived_with_sequelae
3
9,832
74
F
student
foot
walking
1.4
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
1
survived_full_recovery
2
9,833
15
F
child
ankle
farming
28.1
0
echis_ocellatus
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
14
9,834
27
M
farmer
lower_leg
farming
13.8
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
died
3
9,835
13
F
herder
foot
farming
2.7
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
9,836
15
M
herder
foot
farming
18.75
1
dendroaspis_viridis
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
1
9,837
6
F
child
lower_leg
other
5.6
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
1
9,838
73
M
trader
ankle
farming
11.1
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
1
9,839
68
M
farmer
forearm
farming
7.3
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
1
9,840
15
M
child
hand
walking
1.2
0
echis_ocellatus
0
mixed
moderate
1
0
1
1
0
1
1
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
6
9,841
15
M
child
lower_leg
farming
3.5
0
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
20
9,842
33
F
farmer
lower_leg
farming
17.7
0
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
9,843
16
M
student
ankle
herding
3.3
1
echis_ocellatus
0
mixed
mild
1
0
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
9,844
14
M
student
forearm
collecting_firewood
4.65
1
echis_ocellatus
0
cytotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
15
9,845
45
M
trader
ankle
walking
5
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
6
9,846
45
F
other
lower_leg
farming
13.9
0
dendroaspis_viridis
0
mixed
severe
1
0
0
0
0
0
0
0
0
1
1
4
0
1
1
0
0
0
0
1
survived_with_sequelae
10
9,847
60
M
herder
ankle
walking
3.75
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
9,848
19
M
farmer
foot
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
9,849
43
F
other
hand
collecting_firewood
14.3
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
7
9,850
48
M
hunter
foot
other
12.1
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
died
3
9,851
20
M
trader
lower_leg
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
2
9,852
8
M
herder
other
sleeping
30.15
1
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
0
died
0
9,853
55
M
herder
forearm
herding
9.9
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
9,854
9
M
child
lower_leg
farming
4.2
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
9,855
24
M
farmer
lower_leg
sleeping
0.5
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
9,856
12
M
herder
other
herding
5.1
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
1
survived_full_recovery
2
9,857
67
M
other
lower_leg
walking
12.75
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
1
9,858
15
M
student
hand
walking
5.6
0
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
9,859
15
M
child
ankle
farming
6
0
naja_haje
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
13
9,860
29
F
hunter
ankle
farming
15.8
0
dendroaspis_polylepis
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
9,861
10
F
herder
lower_leg
sleeping
17.55
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
9,862
59
F
farmer
hand
other
0.5
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
died
3
9,863
18
M
farmer
foot
farming
26.7
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
9,864
42
M
trader
forearm
walking
3.6
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
1
survived_with_sequelae
4
9,865
39
M
other
lower_leg
farming
37.35
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
1
survived_full_recovery
3
9,866
56
F
herder
hand
walking
9.9
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
9,867
12
M
child
foot
herding
0.5
0
atractaspis_spp
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
1
survived_full_recovery
3
9,868
22
M
herder
foot
sleeping
4.4
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
9,869
6
F
child
hand
other
0.75
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
9,870
33
F
student
ankle
farming
8.9
0
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
9,871
20
M
trader
lower_leg
walking
10.8
0
naja_nigricollis
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
16
9,872
40
M
farmer
hand
walking
4.4
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
1
survived_full_recovery
1
9,873
52
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
2
9,874
64
F
student
forearm
farming
17.9
0
causus_rhombeatus
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
1
survived_with_sequelae
17
9,875
7
M
student
hand
walking
1.9
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
0
survived_full_recovery
4
9,876
67
M
student
foot
collecting_firewood
1.8
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
0
survived_full_recovery
3
9,877
8
M
student
other
farming
3
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
died
3
9,878
60
M
farmer
ankle
farming
2.7
1
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
9,879
30
M
farmer
hand
farming
0.8
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
9,880
52
F
farmer
ankle
sleeping
4.05
1
unknown_unidentified
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
1
died
6
9,881
2
F
child
hand
sleeping
5.7
0
unknown_unidentified
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
1
7
0
1
0
0
0
0
0
0
survived_full_recovery
13
9,882
28
M
student
foot
walking
22.5
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
1
9,883
75
M
farmer
ankle
walking
2.7
0
bitis_arietans
0
mixed
moderate
1
0
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
6
9,884
13
M
child
ankle
farming
0.5
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
5
9,885
12
M
child
hand
sleeping
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
2
9,886
35
F
farmer
foot
walking
17.25
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
0
died
1
9,887
55
F
trader
hand
collecting_firewood
8.6
0
dendroaspis_viridis
0
mixed
severe
1
0
1
1
0
1
1
1
1
0
0
0
0
1
0
0
1
0
0
1
died
0
9,888
24
M
farmer
ankle
farming
1.95
1
bitis_arietans
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
9,889
30
M
other
foot
walking
12.15
1
bitis_arietans
0
hemotoxic
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
9,890
22
M
other
lower_leg
farming
22.95
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
1
9,891
38
M
other
hand
walking
1.5
1
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
1
0
0
0
0
0
1
6
0
1
0
0
0
0
0
1
survived_full_recovery
11
9,892
26
F
farmer
forearm
walking
21.6
1
naja_haje
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
9,893
70
M
farmer
forearm
walking
14.25
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
9,894
58
M
farmer
lower_leg
walking
5
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
1
9,895
34
M
farmer
ankle
other
2.7
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
died
2
9,896
31
F
farmer
foot
sleeping
1.2
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
9,897
31
M
herder
ankle
herding
30.75
1
echis_ocellatus
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
7
9,898
53
M
farmer
foot
sleeping
0.8
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
5
9,899
4
M
child
hand
collecting_firewood
11.6
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
2
9,900
24
M
farmer
lower_leg
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
2