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
9,901
19
F
herder
hand
walking
3.45
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
9,902
39
F
trader
lower_leg
walking
0.6
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
7
9,903
29
M
hunter
foot
walking
3.6
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
7
9,904
10
M
child
hand
farming
2.55
1
dendroaspis_polylepis
0
neurotoxic
moderate
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
4
9,905
22
M
herder
lower_leg
collecting_firewood
3.2
0
causus_rhombeatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
1
8
0
1
1
0
0
0
0
1
survived_with_sequelae
17
9,906
11
M
student
other
sleeping
2
0
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
5
9,907
31
M
herder
hand
walking
4.3
0
causus_rhombeatus
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
17
9,908
7
M
student
foot
farming
8.1
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
2
9,909
34
M
farmer
lower_leg
sleeping
3
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
1
survived_full_recovery
3
9,910
2
M
child
foot
collecting_firewood
61.95
1
unknown_unidentified
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
died
4
9,911
4
M
student
foot
herding
3.7
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
9,912
58
F
farmer
foot
walking
25.7
0
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
12
9,913
9
M
student
ankle
herding
1.5
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
1
9,914
74
M
student
foot
herding
7.9
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
15
9,915
13
F
herder
ankle
walking
3.2
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
9,916
10
F
child
foot
herding
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
survived_full_recovery
2
9,917
23
M
farmer
foot
farming
15.4
0
echis_ocellatus
0
hemotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
died
3
9,918
15
M
child
forearm
farming
16.5
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
9,919
38
M
herder
ankle
walking
11.85
1
bitis_arietans
0
mixed
severe
1
0
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
survived_with_sequelae
9
9,920
4
M
student
hand
walking
34.5
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
3
9,921
68
M
farmer
hand
sleeping
6.9
1
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
9,922
30
F
trader
hand
walking
4.8
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
1
9
0
1
0
0
0
0
0
0
survived_full_recovery
11
9,923
47
M
hunter
hand
walking
4.9
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
9,924
23
F
hunter
foot
sleeping
1.1
0
bitis_arietans
0
hemotoxic
mild
1
0
1
1
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
9,925
32
F
trader
hand
walking
30.3
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
5
9,926
5
M
child
foot
farming
2.85
1
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
died
6
9,927
16
M
child
foot
farming
12.75
1
echis_ocellatus
0
hemotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
1
survived_full_recovery
16
9,928
63
M
farmer
forearm
farming
2.7
1
naja_nigricollis
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
0
1
survived_full_recovery
7
9,929
9
F
student
hand
other
0.9
0
echis_ocellatus
0
mixed
moderate
1
0
0
0
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
6
9,930
36
F
farmer
forearm
farming
13.65
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
1
9,931
21
F
farmer
forearm
sleeping
0.75
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
1
9,932
6
F
child
ankle
farming
39.9
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
9,933
4
M
child
ankle
farming
5.1
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
2
9,934
27
M
herder
ankle
farming
2.25
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
0
survived_full_recovery
5
9,935
34
M
herder
lower_leg
walking
17.5
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
7
9,936
24
M
hunter
foot
collecting_firewood
9.5
0
bitis_arietans
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
9,937
14
F
student
lower_leg
herding
49.8
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
9,938
16
M
child
forearm
farming
11.55
1
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_with_sequelae
7
9,939
8
M
herder
foot
farming
0.5
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
2
9,940
38
M
trader
forearm
farming
0.5
0
bitis_arietans
0
mixed
severe
1
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
died
0
9,941
6
M
child
other
farming
1.7
0
bitis_arietans
0
mixed
severe
1
1
0
0
0
1
1
1
0
0
0
0
0
1
0
0
0
0
1
1
survived_with_disability
7
9,942
9
F
child
ankle
sleeping
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
9,943
41
M
farmer
foot
collecting_firewood
8.9
0
causus_rhombeatus
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
9,944
43
M
farmer
foot
sleeping
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
0
survived_full_recovery
2
9,945
78
M
student
hand
walking
8.3
0
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
1
survived_full_recovery
3
9,946
63
M
herder
lower_leg
walking
0.5
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
1
9,947
8
F
child
hand
collecting_firewood
11.2
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
9,948
14
F
student
ankle
sleeping
2.1
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
0
survived_with_disability
7
9,949
43
M
farmer
hand
farming
13.7
0
naja_nigricollis
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
11
9,950
25
M
trader
ankle
collecting_firewood
10.8
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
0
survived_full_recovery
2
9,951
68
F
farmer
foot
walking
4.8
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
0
survived_full_recovery
2
9,952
71
F
farmer
ankle
farming
0.5
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
9,953
22
F
farmer
other
walking
3
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
9,954
42
M
hunter
hand
other
8.7
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
1
0
1
0
1
0
0
0
1
survived_full_recovery
3
9,955
52
M
farmer
foot
walking
20.4
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
2
9,956
54
F
farmer
ankle
walking
16.95
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
9,957
42
M
other
hand
farming
7.05
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
9,958
62
F
herder
foot
collecting_firewood
0.5
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
1
died
2
9,959
29
F
farmer
forearm
farming
4.1
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
9,960
37
M
herder
foot
sleeping
54.5
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
2
9,961
38
M
herder
forearm
walking
19.5
1
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
0
0
0
1
0
0
1
0
0
1
survived_full_recovery
16
9,962
59
F
student
hand
walking
4.5
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
9,963
52
M
farmer
foot
farming
3.6
0
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
1
9,964
33
M
farmer
foot
farming
2.7
1
bitis_arietans
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
1
0
1
2
0
0
0
1
0
0
0
1
survived_full_recovery
5
9,965
60
M
herder
hand
sleeping
1.2
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
2
9,966
16
F
child
lower_leg
herding
9.9
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
0
survived_full_recovery
2
9,967
13
M
child
foot
collecting_firewood
6.5
0
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
13
9,968
41
F
farmer
ankle
farming
7.8
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
9,969
41
M
trader
hand
walking
11
0
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
14
9,970
61
M
trader
forearm
farming
16.6
0
bitis_arietans
0
mixed
mild
1
0
1
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
9,971
49
F
trader
foot
farming
1.1
0
naja_nigricollis
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
4
9,972
8
M
student
hand
farming
0.5
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
1
survived_with_sequelae
3
9,973
1
M
herder
foot
farming
2.7
0
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
died
4
9,974
16
M
child
foot
collecting_firewood
12.3
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
9,975
14
M
student
lower_leg
farming
1.6
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
died
0
9,976
10
M
student
hand
walking
15.45
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
9,977
57
F
farmer
foot
collecting_firewood
10
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
9,978
8
M
child
lower_leg
farming
1.9
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
1
9,979
13
M
child
lower_leg
farming
37.95
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
9,980
44
F
farmer
lower_leg
herding
31.5
0
naja_nigricollis
0
neurotoxic
severe
0
0
0
0
0
0
0
0
0
0
1
6
0
1
0
0
0
0
0
1
survived_full_recovery
13
9,981
15
F
child
foot
farming
19.95
1
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
1
5
0
1
0
0
0
0
0
0
survived_with_sequelae
5
9,982
7
F
child
foot
walking
6.4
0
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
0
0
0
0
1
3
0
0
0
0
0
0
0
0
survived_full_recovery
7
9,983
65
M
farmer
foot
farming
1.5
1
unknown_unidentified
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
7
9,984
3
M
student
foot
walking
15.3
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
9,985
13
M
child
hand
herding
11.4
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
0
survived_full_recovery
6
9,986
11
M
child
foot
walking
0.5
0
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
13
9,987
25
M
farmer
lower_leg
walking
15.9
0
naja_nigricollis
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
4
9,988
38
F
farmer
hand
farming
2
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
9,989
11
F
child
foot
collecting_firewood
10.05
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
9,990
14
M
child
hand
walking
11.4
1
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
9
9,991
58
F
hunter
foot
collecting_firewood
6.6
0
echis_ocellatus
0
hemotoxic
mild
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
9,992
13
F
child
foot
farming
1.7
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
5
9,993
8
M
student
foot
farming
39
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
9,994
45
F
herder
foot
herding
2.4
1
echis_ocellatus
0
cytotoxic
severe
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
6
9,995
22
M
farmer
other
farming
32.1
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
1
survived_full_recovery
7
9,996
28
F
trader
forearm
walking
8.1
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
9,997
7
M
child
foot
walking
1.9
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
9,998
9
M
student
foot
collecting_firewood
15.75
1
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
2
9,999
23
F
trader
lower_leg
sleeping
0.75
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
2
10,000
26
M
other
other
farming
4.3
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
0
survived_full_recovery
7