Datasets:
electricsheepafrica
/
africa-synth-snakebite-envenomation-all

Dataset card Data Studio Files
xet
 Community
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
201
13
M
student
other
sleeping
1.5
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
202
34
M
farmer
foot
walking
12.75
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
0
survived_full_recovery
1
203
75
F
student
hand
sleeping
2.8
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
0
survived_full_recovery
13
204
78
M
herder
foot
other
3.7
0
dendroaspis_polylepis
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
205
12
M
child
ankle
herding
8.25
1
echis_ocellatus
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
206
41
M
farmer
hand
sleeping
4.8
0
naja_nigricollis
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
3
207
17
M
herder
other
farming
3.9
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
died
1
208
22
M
farmer
foot
sleeping
9.1
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
0
survived_full_recovery
6
209
5
F
child
foot
farming
5.8
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
210
33
F
hunter
other
walking
13.8
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
211
40
M
other
ankle
walking
1.4
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
died
1
212
9
M
child
forearm
sleeping
19.7
0
echis_ocellatus
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
died
6
213
11
M
child
hand
walking
5.3
0
dendroaspis_viridis
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
11
214
32
M
student
ankle
collecting_firewood
6.7
0
bitis_arietans
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
9
215
9
M
child
foot
collecting_firewood
2.4
1
causus_rhombeatus
0
cytotoxic
severe
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
survived_with_sequelae
7
216
29
F
farmer
ankle
farming
51.9
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
217
9
M
student
foot
farming
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
2
218
22
M
farmer
foot
walking
16.9
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
0
survived_full_recovery
1
219
10
M
student
lower_leg
farming
2.4
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
220
45
F
hunter
ankle
collecting_firewood
16.95
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
7
221
75
M
farmer
foot
walking
5.3
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
0
died
3
222
22
F
farmer
hand
collecting_firewood
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
1
223
21
M
trader
ankle
walking
12.1
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
224
7
F
student
foot
farming
4.5
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
225
69
M
student
hand
walking
9.9
1
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
5
226
35
F
other
hand
sleeping
5.1
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
227
75
F
farmer
lower_leg
farming
8.6
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
228
19
M
herder
ankle
walking
1.35
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
229
15
M
herder
ankle
sleeping
7.65
1
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
13
230
53
F
farmer
hand
walking
5.2
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
231
23
F
herder
hand
farming
4.65
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
232
10
M
child
hand
herding
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
0
survived_full_recovery
6
233
12
M
student
foot
collecting_firewood
13.05
1
bitis_arietans
0
mixed
mild
1
0
0
0
0
1
1
0
1
0
0
0
0
1
0
0
0
0
0
1
survived_full_recovery
1
234
42
M
trader
foot
collecting_firewood
0.75
1
dendroaspis_viridis
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
235
78
F
student
foot
herding
30.1
0
bitis_arietans
0
hemotoxic
severe
0
0
1
1
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
0
died
6
236
25
M
student
foot
collecting_firewood
6.7
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
237
19
F
farmer
ankle
walking
12.3
0
bitis_arietans
0
mixed
moderate
1
1
1
1
1
1
1
0
0
0
0
0
0
1
0
0
0
0
0
1
survived_with_sequelae
2
238
36
F
herder
lower_leg
farming
2.2
0
echis_ocellatus
0
cytotoxic
severe
1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
1
died
5
239
50
M
farmer
lower_leg
farming
13.3
0
dendroaspis_polylepis
0
neurotoxic
severe
0
0
0
0
0
1
1
1
0
0
0
0
0
1
0
0
1
0
0
0
survived_full_recovery
15
240
15
M
child
other
sleeping
0.6
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
241
3
M
student
lower_leg
farming
10.8
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
242
12
M
child
forearm
farming
1.9
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
0
survived_full_recovery
7
243
55
F
farmer
foot
walking
3.1
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
6
244
32
M
farmer
lower_leg
walking
6
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
245
76
M
herder
lower_leg
herding
8.1
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
246
73
M
herder
ankle
walking
9.45
1
causus_rhombeatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
4
1
1
0
0
0
0
0
1
survived_full_recovery
4
247
66
M
farmer
foot
sleeping
21.15
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
248
32
M
student
other
walking
22.4
0
echis_ocellatus
0
hemotoxic
severe
1
0
1
1
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
0
survived_full_recovery
10
249
7
M
child
foot
walking
12.75
1
naja_haje
0
neurotoxic
moderate
0
0
0
0
0
0
0
0
0
0
1
2
0
1
0
0
0
0
0
1
survived_full_recovery
7
250
3
M
child
forearm
sleeping
14
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
survived_full_recovery
16
251
21
M
farmer
other
walking
3
1
unknown_unidentified
0
hemotoxic
mild
1
0
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
1
252
40
F
farmer
foot
herding
0.5
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
253
30
F
farmer
ankle
herding
2.6
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
2
254
72
M
herder
hand
farming
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
255
26
F
other
hand
sleeping
6.8
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
256
37
F
herder
ankle
farming
5.5
0
bitis_arietans
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
10
257
24
M
farmer
lower_leg
farming
3.3
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
258
56
M
farmer
ankle
collecting_firewood
36.6
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
259
38
M
herder
ankle
herding
6.6
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
260
10
F
student
foot
farming
0.6
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
261
74
M
farmer
ankle
collecting_firewood
15.7
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
6
262
25
M
farmer
foot
walking
1.35
1
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
16
263
23
M
farmer
hand
farming
9.9
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
1
264
20
M
farmer
hand
farming
0.9
1
bitis_arietans
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
265
61
M
herder
forearm
walking
7.65
1
naja_nigricollis
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
1
survived_with_disability
17
266
32
F
other
lower_leg
other
12.45
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
267
5
M
herder
ankle
farming
3.7
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
0
survived_full_recovery
1
268
26
M
herder
lower_leg
sleeping
3.5
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
269
29
M
trader
foot
sleeping
9.8
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
270
75
M
farmer
hand
sleeping
2.9
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
271
63
M
farmer
ankle
walking
9.45
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
272
44
F
farmer
foot
collecting_firewood
6.6
0
echis_ocellatus
0
hemotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
5
0
1
0
0
0
0
0
1
survived_full_recovery
8
273
44
M
herder
foot
sleeping
9
1
echis_ocellatus
0
hemotoxic
moderate
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
5
274
13
M
child
ankle
farming
17.3
0
dendroaspis_polylepis
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
275
16
M
student
forearm
farming
11.1
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
2
276
25
M
trader
lower_leg
herding
1.8
0
echis_ocellatus
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
0
survived_full_recovery
4
277
55
F
farmer
hand
farming
48.75
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
1
1
1
0
1
0
0
0
1
survived_full_recovery
3
278
78
M
herder
foot
herding
5.8
0
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
1
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_full_recovery
7
279
21
M
hunter
foot
sleeping
30.3
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
0
survived_full_recovery
2
280
24
M
hunter
ankle
collecting_firewood
6.2
0
naja_nigricollis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
1
4
1
1
0
0
0
0
0
1
survived_full_recovery
7
281
75
F
trader
foot
farming
11.7
1
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
8
282
10
M
child
foot
farming
2.1
1
echis_ocellatus
0
hemotoxic
moderate
1
0
1
1
0
0
0
0
0
0
1
3
0
0
0
0
0
0
0
1
survived_full_recovery
4
283
21
F
farmer
lower_leg
walking
0.7
0
bitis_arietans
0
cytotoxic
severe
1
1
0
0
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
survived_with_sequelae
20
284
64
M
farmer
lower_leg
herding
4.8
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
285
58
M
hunter
ankle
walking
3.5
0
echis_ocellatus
0
hemotoxic
severe
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
died
0
286
12
M
child
ankle
collecting_firewood
5.6
0
atractaspis_spp
0
cardiotoxic
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
287
10
M
student
lower_leg
walking
11.9
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
288
24
M
trader
foot
farming
24.8
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
289
3
M
child
lower_leg
sleeping
7.95
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
290
7
F
child
lower_leg
sleeping
1.8
0
atractaspis_spp
0
cytotoxic
moderate
1
0
0
0
0
0
0
0
0
0
1
3
0
1
0
0
0
0
0
1
died
6
291
61
M
farmer
ankle
farming
9.8
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
292
1
M
child
foot
farming
5.4
1
dendroaspis_viridis
0
neurotoxic
moderate
0
0
0
0
0
1
1
0
0
0
1
3
1
1
0
0
0
0
0
1
survived_full_recovery
5
293
36
M
farmer
foot
herding
10.95
1
echis_ocellatus
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
15
294
7
F
herder
ankle
other
1.8
0
causus_rhombeatus
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
295
38
M
trader
lower_leg
farming
40.05
1
bitis_arietans
0
hemotoxic
severe
1
0
0
0
0
0
0
0
0
0
1
4
0
1
0
0
0
0
0
1
died
2
296
72
M
farmer
foot
walking
6.3
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
297
72
M
farmer
foot
sleeping
47.7
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
died
4
298
37
M
farmer
hand
sleeping
23.1
1
unknown_unidentified
0
hemotoxic
moderate
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
survived_full_recovery
2
299
1
F
herder
other
walking
13.1
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
300
18
F
hunter
foot
sleeping
5.9
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