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
401
19
M
hunter
lower_leg
herding
25
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
1
402
58
M
farmer
foot
walking
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
403
16
M
student
foot
walking
17.3
0
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
20
404
31
M
student
lower_leg
walking
1.5
0
atractaspis_spp
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
13
405
23
F
farmer
foot
sleeping
34.35
1
naja_nigricollis
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
survived_full_recovery
18
406
11
M
child
foot
sleeping
11.2
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
407
2
M
student
ankle
sleeping
16.8
1
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
4
408
21
M
farmer
forearm
walking
4.65
1
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
1
409
4
M
student
ankle
farming
1.35
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
3
410
11
M
child
forearm
collecting_firewood
8.3
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
411
31
F
farmer
foot
herding
5.4
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
1
survived_full_recovery
1
412
58
M
farmer
lower_leg
walking
0.5
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
1
survived_with_sequelae
13
413
2
M
student
ankle
sleeping
4.2
0
echis_ocellatus
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
1
3
1
1
0
0
0
0
0
1
survived_with_sequelae
16
414
56
M
farmer
hand
sleeping
3.8
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
4
415
32
M
farmer
forearm
other
0.75
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
1
survived_full_recovery
1
416
68
M
other
lower_leg
herding
11.1
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
1
417
60
F
trader
foot
collecting_firewood
19.5
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
0
survived_full_recovery
6
418
31
M
herder
foot
sleeping
2.2
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
419
11
F
child
ankle
farming
2.1
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
420
39
F
farmer
foot
collecting_firewood
3.7
0
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
5
421
73
M
farmer
forearm
collecting_firewood
28.35
1
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
1
3
0
0
0
0
0
0
0
1
died
0
422
21
F
farmer
hand
walking
0.9
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
0
survived_full_recovery
3
423
50
M
other
other
walking
3.3
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
424
46
F
trader
hand
farming
52.35
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
1
died
2
425
35
M
farmer
foot
collecting_firewood
5.3
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
6
426
11
F
child
foot
walking
15.7
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
6
427
25
M
farmer
other
collecting_firewood
18.6
0
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
428
18
M
farmer
foot
farming
4.95
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
429
10
M
child
ankle
walking
4.1
0
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
1
6
0
1
0
0
0
0
0
1
survived_with_sequelae
14
430
8
M
herder
ankle
farming
5.1
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
5
431
29
F
other
hand
walking
3.3
0
bitis_arietans
0
hemotoxic
mild
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
1
432
25
M
other
foot
farming
10.8
1
naja_haje
0
mixed
moderate
1
1
1
1
0
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_with_sequelae
3
433
24
M
farmer
other
sleeping
7.1
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2
434
43
M
herder
foot
sleeping
12.75
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
2
435
51
M
herder
ankle
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
2
436
59
M
hunter
lower_leg
farming
9.5
0
naja_haje
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
437
14
M
child
lower_leg
herding
6.2
0
echis_ocellatus
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
2
438
5
M
child
hand
farming
0.75
1
echis_ocellatus
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
survived_full_recovery
3
439
12
F
child
forearm
farming
2.7
1
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
16
440
40
M
other
foot
walking
37.2
0
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
441
22
F
farmer
lower_leg
farming
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
442
29
M
other
ankle
farming
7.3
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
1
survived_with_sequelae
14
443
11
M
child
foot
farming
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
444
76
F
other
ankle
walking
11.3
0
unknown_unidentified
0
cytotoxic
severe
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
18
445
2
M
child
foot
other
7.3
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
446
48
F
student
lower_leg
other
13.3
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
2
447
43
M
hunter
foot
farming
24.9
0
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
1
7
0
1
0
0
0
0
0
1
died
1
448
16
M
child
ankle
collecting_firewood
0.8
0
unknown_unidentified
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
449
74
M
farmer
lower_leg
herding
5.55
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
15
450
17
M
student
lower_leg
farming
4.2
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
3
451
17
M
child
hand
sleeping
0.75
1
causus_rhombeatus
0
cytotoxic
mild
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
2
452
38
M
farmer
hand
walking
3.3
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
2
453
27
M
trader
ankle
farming
0.75
1
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
454
71
M
other
forearm
farming
3.3
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
455
22
F
hunter
lower_leg
walking
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
survived_full_recovery
7
456
26
M
student
hand
collecting_firewood
0.7
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
457
23
M
farmer
ankle
farming
15.6
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
0
survived_full_recovery
4
458
42
M
other
hand
farming
4.4
0
naja_nigricollis
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
459
11
M
student
foot
walking
0.5
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
0
survived_full_recovery
19
460
73
F
farmer
hand
farming
4.5
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
4
461
26
M
farmer
ankle
collecting_firewood
1.5
1
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
0
462
46
M
farmer
ankle
herding
2.3
0
naja_nigricollis
0
mixed
severe
1
1
1
1
0
0
0
0
0
0
1
9
0
1
0
0
0
0
0
0
survived_with_sequelae
5
463
16
M
child
ankle
farming
11.7
1
naja_nigricollis
0
neurotoxic
severe
0
0
0
0
0
1
1
0
0
0
1
7
0
1
0
0
0
0
0
0
survived_full_recovery
9
464
6
M
student
forearm
collecting_firewood
14.4
1
bitis_arietans
0
hemotoxic
mild
0
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
465
34
M
farmer
lower_leg
farming
13.6
0
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
4
466
67
M
farmer
lower_leg
sleeping
3.7
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
467
50
F
trader
lower_leg
farming
12.3
0
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
15
468
78
M
farmer
foot
herding
4.8
0
bitis_arietans
0
hemotoxic
mild
0
0
1
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
1
469
48
F
farmer
hand
farming
3.9
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
470
7
F
herder
foot
farming
15.6
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
1
survived_full_recovery
2
471
26
M
farmer
ankle
herding
2.4
1
bitis_arietans
0
hemotoxic
moderate
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
5
472
9
F
child
foot
collecting_firewood
10.6
0
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
14
473
64
F
farmer
lower_leg
walking
28.65
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
474
56
F
farmer
lower_leg
farming
6.6
0
naja_haje
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
1
9
0
1
0
0
0
0
0
0
survived_full_recovery
20
475
46
M
trader
hand
herding
1
0
naja_haje
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
0
0
0
0
0
0
0
1
survived_full_recovery
3
476
35
F
student
ankle
other
12.75
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
died
2
477
37
M
trader
hand
sleeping
5.6
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
1
478
59
M
farmer
hand
farming
6.6
1
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
479
38
M
hunter
ankle
farming
0.5
0
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
3
480
64
M
farmer
ankle
sleeping
2.1
0
naja_nigricollis
0
mixed
severe
1
1
1
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
1
survived_with_sequelae
5
481
23
M
farmer
other
farming
2.8
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
0
0
0
0
1
9
0
1
0
0
0
0
0
1
survived_full_recovery
17
482
29
M
farmer
hand
walking
1.95
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
483
14
M
child
ankle
farming
1.2
1
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
1
3
1
1
0
0
0
0
0
1
survived_with_sequelae
13
484
27
F
farmer
foot
walking
2.1
0
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
2
485
57
M
hunter
forearm
herding
5.5
0
bitis_arietans
0
hemotoxic
mild
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
survived_full_recovery
2
486
56
M
trader
other
walking
0.9
1
unknown_unidentified
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
4
487
14
M
child
foot
sleeping
8.1
1
dendroaspis_viridis
0
mixed
moderate
1
0
1
1
0
1
1
0
1
0
1
4
0
1
0
0
0
0
0
1
died
0
488
75
F
student
other
walking
38.9
0
bitis_arietans
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
13
489
63
M
herder
foot
walking
21
1
naja_nigricollis
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
490
51
F
farmer
foot
farming
8.1
0
echis_ocellatus
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
491
32
F
farmer
hand
farming
5.3
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
492
74
M
farmer
ankle
farming
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
1
493
54
M
farmer
foot
farming
4.8
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
1
494
35
F
farmer
ankle
herding
32.7
1
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
6
495
27
F
other
ankle
walking
25.65
1
echis_ocellatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
1
5
0
1
0
0
0
0
1
1
survived_with_disability
6
496
27
M
herder
ankle
other
22.05
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
497
33
M
student
ankle
herding
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
2
498
45
M
herder
lower_leg
herding
4.2
0
bitis_arietans
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
0
0
0
0
0
0
0
0
survived_full_recovery
2
499
39
F
farmer
ankle
farming
0.5
0
echis_ocellatus
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
survived_full_recovery
1
500
47
F
farmer
other
collecting_firewood
6.5
0
bitis_arietans
0
hemotoxic
mild
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
survived_full_recovery
2