Subset (3)

district_hospital · 10k rows

Split (1)

train · 10k rows

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	amputation int64	antibiotics_given int64	outcome string	hospital_days int64
1	53	F	hunter	foot	other	11.3	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	6	1	1	0	0	0	1	survived_full_recovery	16
2	67	F	trader	foot	walking	0.9	1	naja_nigricollis	0	mixed	moderate	1	0	1	1	1	1	1	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	4
3	35	M	hunter	foot	farming	0.5	0	naja_nigricollis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	5
4	31	M	farmer	foot	walking	5	0	causus_rhombeatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
5	32	F	farmer	foot	farming	13.7	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	1	0	0	0	1	0	0	0	0	0	0	1	0	1	survived_full_recovery	3
6	55	M	farmer	foot	collecting_firewood	1.65	1	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	died	5
7	4	M	student	foot	farming	32.7	1	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
8	38	M	farmer	ankle	walking	7.35	1	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	5
9	17	M	child	ankle	herding	4.35	1	unknown_unidentified	0	hemotoxic	mild	0	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
10	37	M	trader	hand	walking	0.7	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
11	39	M	farmer	foot	farming	24.75	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
12	38	M	herder	hand	other	8.4	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
13	8	M	child	hand	farming	15.7	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	7
14	8	M	child	foot	herding	5.85	1	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
15	2	M	student	foot	farming	12.9	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	1	9	1	1	0	0	0	1	died	2
16	42	F	farmer	hand	collecting_firewood	18.1	0	dendroaspis_polylepis	0	neurotoxic	mild	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
17	10	M	child	foot	walking	12.3	1	bitis_arietans	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	7
18	19	F	farmer	hand	collecting_firewood	0.5	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	9
19	15	M	child	foot	walking	4.7	0	bitis_arietans	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	1	0	1	3	0	1	0	0	0	0	survived_full_recovery	6
20	66	F	farmer	ankle	farming	2.4	1	unknown_unidentified	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	18
21	9	F	child	foot	walking	31.5	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	6
22	45	M	other	hand	sleeping	0.5	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	4	0	1	0	0	0	1	survived_full_recovery	5
23	7	F	child	hand	herding	1.05	1	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	6
24	74	M	hunter	foot	collecting_firewood	7.95	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
25	29	M	herder	foot	collecting_firewood	3.2	0	naja_nigricollis	0	mixed	mild	1	0	1	1	0	1	1	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
26	39	M	farmer	lower_leg	farming	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	survived_full_recovery	4
27	29	M	herder	hand	collecting_firewood	8.3	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	1	survived_with_sequelae	15
28	58	F	student	ankle	farming	27.3	1	bitis_arietans	0	mixed	severe	1	0	1	1	0	1	1	1	1	0	0	0	0	0	0	0	0	1	died	0
29	36	M	trader	ankle	walking	2.7	1	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
30	11	M	child	foot	farming	26.8	0	naja_nigricollis	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	1
31	53	M	other	lower_leg	collecting_firewood	4.1	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
32	72	M	farmer	foot	farming	33.2	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	2
33	53	F	other	hand	collecting_firewood	0.9	0	bitis_arietans	0	hemotoxic	severe	0	0	1	1	0	0	0	0	0	0	1	9	1	1	0	0	0	1	survived_full_recovery	18
34	69	M	trader	foot	walking	9.4	0	causus_rhombeatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
35	1	F	child	hand	collecting_firewood	4.4	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1	survived_full_recovery	13
36	66	M	herder	ankle	farming	16.8	1	echis_ocellatus	0	cytotoxic	severe	0	1	0	0	0	0	0	0	0	0	1	4	0	1	0	0	0	1	survived_with_sequelae	20
37	25	M	farmer	foot	farming	2.7	0	bitis_arietans	0	mixed	severe	1	1	1	1	1	1	0	0	0	0	0	0	0	1	0	1	0	1	survived_with_sequelae	7
38	10	F	child	ankle	walking	6.2	0	dendroaspis_polylepis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
39	4	F	child	ankle	farming	88.65	1	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
40	35	M	farmer	ankle	farming	20.25	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
41	27	F	student	foot	farming	5.1	0	naja_nigricollis	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	1	6	1	0	0	0	0	1	survived_full_recovery	18
42	1	M	student	lower_leg	walking	60	1	causus_rhombeatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	died	3
43	35	M	farmer	ankle	farming	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	survived_full_recovery	2
44	54	M	student	lower_leg	farming	2.1	0	echis_ocellatus	0	mixed	mild	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
45	3	M	student	hand	herding	0.5	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	7
46	5	F	child	ankle	farming	13.5	1	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
47	11	F	herder	foot	walking	14.9	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	1	6	1	0	0	0	0	1	survived_full_recovery	16
48	31	M	herder	ankle	sleeping	27.9	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	1	0	0	0	0	1	0	1	0	0	survived_full_recovery	1
49	13	M	student	foot	walking	13.5	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
50	12	F	herder	other	other	9.45	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
51	29	M	farmer	ankle	herding	35.1	1	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
52	4	F	student	ankle	walking	2.6	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	3
53	27	M	farmer	foot	farming	23.7	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
54	29	M	other	hand	sleeping	14.55	1	unknown_unidentified	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	5
55	34	F	farmer	foot	walking	1.65	1	naja_nigricollis	0	mixed	moderate	1	0	1	1	0	0	0	0	0	0	1	1	0	1	0	0	0	1	survived_full_recovery	3
56	57	F	herder	hand	farming	6.3	1	naja_haje	0	neurotoxic	severe	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	9
57	2	F	child	hand	farming	6.15	1	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	1	1	1	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	17
58	38	M	hunter	ankle	other	9	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
59	31	M	other	forearm	herding	7.5	0	dendroaspis_polylepis	0	neurotoxic	severe	0	0	0	0	0	1	1	1	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	14
60	2	M	child	hand	farming	12.6	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
61	42	M	student	hand	farming	25.8	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	3
62	25	M	farmer	hand	walking	3.4	0	causus_rhombeatus	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	9
63	1	M	child	hand	farming	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	survived_full_recovery	1
64	36	F	farmer	ankle	sleeping	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	1	survived_full_recovery	2
65	43	M	other	foot	sleeping	15.6	1	causus_rhombeatus	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	2
66	51	F	farmer	foot	sleeping	5.1	1	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	died	0
67	64	M	farmer	forearm	walking	4	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	1	0	1	survived_full_recovery	1
68	25	M	farmer	foot	sleeping	2.2	0	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
69	20	M	student	hand	herding	13.8	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	died	5
70	6	M	student	foot	collecting_firewood	16.5	1	bitis_arietans	0	hemotoxic	severe	0	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	1	died	0
71	4	M	child	ankle	farming	17	0	echis_ocellatus	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	died	4
72	40	M	farmer	hand	collecting_firewood	3.4	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	18
73	22	F	farmer	foot	herding	10.7	0	unknown_unidentified	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_with_sequelae	6
74	8	M	child	hand	farming	12	1	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
75	14	M	student	ankle	farming	23.1	0	dendroaspis_viridis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	4
76	9	F	student	forearm	farming	21.7	0	echis_ocellatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
77	21	F	herder	ankle	walking	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	survived_full_recovery	1
78	9	F	child	hand	other	6.5	0	echis_ocellatus	0	hemotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	3
79	4	M	child	ankle	collecting_firewood	8.4	1	echis_ocellatus	0	mixed	mild	1	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	1
80	71	M	hunter	foot	herding	6.1	0	unknown_unidentified	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
81	14	M	child	hand	walking	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	1	survived_full_recovery	2
82	4	M	student	lower_leg	farming	16.3	0	atractaspis_spp	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	17
83	73	M	farmer	hand	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	1	survived_full_recovery	1
84	70	F	trader	foot	walking	8.55	1	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	3
85	23	M	herder	ankle	farming	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	survived_full_recovery	2
86	24	M	trader	forearm	walking	4.6	0	unknown_unidentified	0	neurotoxic	severe	0	0	0	0	0	1	1	1	0	0	1	6	0	1	0	0	0	1	died	3
87	11	F	herder	forearm	collecting_firewood	7.8	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	4	1	0	0	0	0	1	survived_full_recovery	2
88	15	M	child	foot	collecting_firewood	3.2	0	dendroaspis_viridis	0	neurotoxic	severe	0	0	0	0	0	1	1	1	0	0	0	0	0	1	0	0	0	1	died	4
89	18	F	farmer	foot	walking	2.4	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
90	52	F	farmer	ankle	collecting_firewood	6.1	0	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
91	11	M	student	hand	collecting_firewood	36.9	1	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	1	0	0	0	1	0	0	0	1	survived_with_sequelae	8
92	16	M	herder	ankle	sleeping	29.4	1	dendroaspis_polylepis	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	died	6
93	23	M	herder	ankle	herding	16.5	1	naja_haje	0	neurotoxic	mild	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	1
94	25	M	other	foot	walking	91.35	1	dendroaspis_polylepis	0	mixed	severe	1	1	1	1	0	1	0	0	1	0	1	8	1	1	0	0	1	0	died	6
95	64	F	farmer	lower_leg	herding	3.75	1	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	6
96	76	M	herder	foot	other	19.6	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
97	2	M	herder	foot	farming	15.6	0	dendroaspis_polylepis	0	mixed	moderate	1	0	1	1	0	1	1	0	1	0	0	0	0	1	0	0	0	1	survived_full_recovery	2
98	8	M	student	hand	collecting_firewood	11.7	0	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	survived_full_recovery	6
99	9	M	child	foot	herding	17.8	0	bitis_arietans	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	1	0	0	0	0	1	0	0	1	survived_with_sequelae	8
100	30	M	farmer	foot	walking	31.9	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	0	0	0	0	0	1	0	0	0	0	survived_full_recovery	7

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