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	wound_care int64	fasciotomy int64	blood_transfusion int64	antibiotics_given int64	outcome string	hospital_days int64
101	15	M	student	lower_leg	other	13.8	0	naja_nigricollis	0	mixed	mild	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
102	32	M	herder	lower_leg	walking	10.05	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
103	79	M	trader	lower_leg	farming	6.9	1	naja_nigricollis	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	1
104	23	M	farmer	hand	collecting_firewood	0.75	1	atractaspis_spp	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
105	30	M	farmer	foot	farming	1.2	0	echis_ocellatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	2	1	0	0	1	survived_full_recovery	5
106	28	M	student	forearm	farming	3.75	1	unknown_unidentified	0	cytotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	20
107	31	M	farmer	hand	farming	10.5	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	1	7	1	0	0	0	survived_with_sequelae	20
108	75	M	other	foot	sleeping	10.8	1	echis_ocellatus	0	hemotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	1
109	40	F	hunter	foot	collecting_firewood	3.6	1	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
110	25	M	farmer	foot	walking	0.8	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
111	56	M	hunter	hand	farming	1.3	0	unknown_unidentified	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	7
112	18	F	herder	foot	farming	6.45	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
113	74	F	farmer	lower_leg	collecting_firewood	13.95	1	causus_rhombeatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	1	0	0	1	1	0	1	died	3
114	26	F	herder	ankle	collecting_firewood	19.65	1	atractaspis_spp	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	survived_full_recovery	4
115	53	M	farmer	lower_leg	walking	5.1	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	1	0	0	0	1	0	0	0	1	0	0	1	survived_full_recovery	2
116	25	M	farmer	foot	herding	28	0	bitis_arietans	0	hemotoxic	severe	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	10
117	3	M	child	hand	sleeping	42	1	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	5
118	12	M	student	lower_leg	walking	4.35	1	unknown_unidentified	0	mixed	severe	1	0	0	0	0	1	0	1	0	0	0	0	1	0	0	1	survived_full_recovery	13
119	5	M	child	foot	collecting_firewood	19.8	1	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	5
120	66	M	herder	ankle	farming	12.6	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
121	42	F	farmer	forearm	sleeping	33.3	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
122	12	M	student	lower_leg	herding	1.7	0	unknown_unidentified	0	mixed	severe	1	1	0	0	0	1	1	1	0	0	0	0	1	0	0	0	survived_with_sequelae	15
123	51	F	farmer	lower_leg	farming	14.1	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
124	46	M	student	hand	farming	5.1	0	naja_haje	0	neurotoxic	mild	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
125	66	M	herder	ankle	farming	2	0	naja_nigricollis	0	mixed	mild	1	0	1	1	1	1	0	0	0	0	0	0	1	0	1	0	survived_full_recovery	2
126	34	M	other	foot	farming	3	0	naja_nigricollis	0	neurotoxic	mild	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1	survived_full_recovery	1
127	3	M	child	foot	sleeping	1	0	causus_rhombeatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
128	5	M	child	ankle	herding	7.8	0	unknown_unidentified	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
129	3	F	child	hand	farming	14.55	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
130	41	M	farmer	foot	herding	42.3	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
131	56	M	herder	other	farming	3.3	1	bitis_arietans	0	hemotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	10
132	58	M	herder	ankle	farming	2	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
133	41	F	herder	ankle	sleeping	29.3	0	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	1	died	5
134	34	F	trader	lower_leg	herding	21	0	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
135	39	F	farmer	lower_leg	farming	27.3	0	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	7
136	38	M	farmer	foot	farming	8.25	1	dendroaspis_polylepis	0	neurotoxic	moderate	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1	survived_full_recovery	7
137	15	M	student	hand	other	3	1	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	6
138	47	M	herder	foot	farming	8.55	1	naja_nigricollis	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	died	1
139	78	F	farmer	foot	walking	1.9	0	bitis_arietans	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	1	3	1	0	0	1	survived_full_recovery	3
140	45	M	farmer	ankle	farming	14.6	0	naja_haje	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	4
141	36	M	hunter	forearm	farming	3.6	1	causus_rhombeatus	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
142	18	M	farmer	ankle	walking	11.8	0	naja_nigricollis	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
143	9	M	herder	other	walking	7.2	0	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
144	14	F	student	forearm	herding	10.1	0	echis_ocellatus	0	hemotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	7
145	27	M	farmer	foot	farming	4.4	0	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	3
146	65	F	trader	hand	herding	16.2	0	naja_haje	0	mixed	moderate	1	1	1	1	0	1	1	0	0	0	0	0	1	0	0	1	survived_with_sequelae	3
147	31	M	herder	lower_leg	walking	10.9	0	naja_haje	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	12
148	70	M	student	other	collecting_firewood	4.4	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	3
149	11	M	herder	foot	farming	1.2	0	echis_ocellatus	0	mixed	mild	1	0	1	1	0	1	1	0	0	0	0	0	1	0	0	0	survived_full_recovery	1
150	67	M	farmer	lower_leg	farming	14.1	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	6
151	22	M	farmer	hand	herding	0.5	0	dendroaspis_polylepis	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	1	1	1	0	0	1	survived_full_recovery	2
152	65	F	student	foot	herding	11.9	0	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
153	44	M	other	ankle	herding	3.3	0	unknown_unidentified	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	6
154	15	F	student	foot	farming	0.75	1	bitis_arietans	0	cytotoxic	moderate	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	3
155	41	M	student	hand	farming	6.6	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
156	12	M	student	hand	walking	12.8	0	dendroaspis_viridis	0	neurotoxic	severe	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	died	4
157	36	M	herder	forearm	farming	5.8	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	1	0	0	0	1	0	0	1	survived_full_recovery	1
158	28	M	farmer	forearm	farming	0.5	0	naja_nigricollis	0	mixed	mild	0	0	1	1	0	1	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	2
159	24	M	other	lower_leg	sleeping	1.1	0	naja_nigricollis	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	2
160	8	F	student	lower_leg	sleeping	15.75	1	naja_nigricollis	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	survived_full_recovery	2
161	16	M	child	ankle	herding	24.2	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	1	0	0	0	1	0	0	0	1	0	1	0	died	6
162	29	M	herder	foot	walking	12.15	1	unknown_unidentified	0	neurotoxic	moderate	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	died	5
163	6	M	student	lower_leg	farming	7.1	0	causus_rhombeatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	4
164	44	M	trader	lower_leg	farming	0.5	0	bitis_arietans	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	1	0	1	2	1	0	0	1	survived_full_recovery	4
165	4	F	child	ankle	herding	1.8	1	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	3
166	26	F	herder	lower_leg	collecting_firewood	2.5	0	echis_ocellatus	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	3	1	0	0	1	survived_full_recovery	2
167	37	M	farmer	foot	sleeping	1.8	1	unknown_unidentified	0	hemotoxic	severe	0	0	1	1	0	0	0	0	0	0	1	4	1	0	0	0	survived_full_recovery	6
168	13	M	herder	forearm	collecting_firewood	17.9	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
169	31	M	other	foot	other	3.6	0	naja_nigricollis	0	neurotoxic	mild	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
170	40	M	farmer	hand	farming	5.1	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	1
171	62	F	farmer	foot	sleeping	20.6	0	echis_ocellatus	0	hemotoxic	moderate	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	survived_full_recovery	4
172	12	M	student	foot	farming	3.15	1	echis_ocellatus	0	hemotoxic	severe	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	died	0
173	24	F	trader	other	sleeping	0.5	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
174	75	M	farmer	foot	farming	19.1	0	echis_ocellatus	0	hemotoxic	mild	1	0	1	1	0	0	0	0	1	0	0	0	1	0	0	0	survived_full_recovery	1
175	76	M	other	ankle	farming	1.65	1	echis_ocellatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	19
176	40	F	farmer	hand	sleeping	0.5	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	6
177	78	F	farmer	foot	walking	7.7	0	causus_rhombeatus	0	hemotoxic	moderate	1	0	1	1	1	0	0	0	0	0	1	3	1	0	0	1	survived_full_recovery	2
178	28	M	farmer	hand	other	0.7	0	naja_nigricollis	0	neurotoxic	severe	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	died	4
179	6	M	student	foot	sleeping	28.5	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	died	3
180	65	F	farmer	foot	farming	8.55	1	unknown_unidentified	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	1	0	1	2	1	0	0	0	survived_full_recovery	2
181	58	F	herder	foot	collecting_firewood	5.1	1	echis_ocellatus	0	hemotoxic	moderate	0	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	4
182	56	M	trader	ankle	farming	1.2	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	6
183	20	M	hunter	lower_leg	farming	2.3	0	echis_ocellatus	0	hemotoxic	moderate	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	3
184	29	F	herder	forearm	walking	7.2	1	naja_nigricollis	0	cytotoxic	severe	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	1	survived_with_sequelae	8
185	76	M	farmer	lower_leg	farming	34.2	1	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
186	13	F	student	forearm	collecting_firewood	6.9	0	bitis_arietans	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2
187	8	F	child	lower_leg	walking	0.7	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	4	1	0	0	1	survived_full_recovery	3
188	46	F	herder	foot	farming	7.7	0	atractaspis_spp	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	1
189	49	M	farmer	hand	herding	5.85	1	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	survived_full_recovery	3
190	38	M	trader	hand	walking	10	0	naja_nigricollis	0	cytotoxic	moderate	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	3
191	54	M	student	ankle	walking	0.5	0	naja_haje	0	neurotoxic	severe	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	survived_full_recovery	19
192	34	M	herder	hand	walking	12.6	1	bitis_arietans	0	cytotoxic	mild	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	died	0
193	13	F	child	foot	walking	3.3	1	atractaspis_spp	0	cardiotoxic	mild	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	2
194	9	F	herder	lower_leg	farming	9.75	1	dendroaspis_polylepis	0	mixed	moderate	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	survived_full_recovery	3
195	46	M	farmer	ankle	farming	1.7	0	echis_ocellatus	0	hemotoxic	severe	1	0	1	1	0	0	0	0	0	0	0	0	1	0	0	1	survived_full_recovery	11
196	45	M	student	foot	farming	6.1	0	bitis_arietans	0	cytotoxic	moderate	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	1	survived_full_recovery	3
197	18	M	hunter	ankle	farming	4.4	0	naja_nigricollis	0	cytotoxic	severe	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	died	6
198	70	M	herder	foot	herding	2.8	0	bitis_arietans	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	survived_with_sequelae	14
199	17	M	student	foot	farming	7	0	echis_ocellatus	0	cytotoxic	severe	1	1	0	0	0	0	0	0	0	0	1	5	1	0	0	1	survived_with_sequelae	16
200	24	F	student	ankle	walking	6.6	1	naja_haje	1	none	none	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	survived_full_recovery	2

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