Split (1)

train · 100k rows

region stringclasses 5 values	sex stringclasses 2 values	age float64 18 90	urban_rural stringclasses 2 values	poverty_index float64 0 0.93	education_level stringclasses 4 values	employment_type stringclasses 3 values	household_size float64 1 20	has_psychosis bool 2 classes	symptom_type stringclasses 5 values	attribution_model stringclasses 3 values	cannabis_use bool 2 classes	family_history bool 2 classes
Southern Africa	Female	18	Rural	0.388094	Secondary	Informal	5.434345	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.464165	None	Unemployed	3.52126	false	None	Medical	true	false
West Africa	Male	25.264984	Urban	0.128458	None	Informal	3.600347	false	None	Medical	false	false
Central Africa	Female	18	Rural	0.055206	Secondary	Formal	5.396718	false	None	Social_Relational	false	false
Southern Africa	Female	18	Rural	0.017279	Secondary	Informal	1.838347	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.15925	None	Unemployed	1.896533	true	Visual Hallucinations	Spiritual_Ancestral	false	false
West Africa	Male	18.674228	Urban	0.266745	None	Unemployed	3.078783	false	None	Medical	true	false
Southern Africa	Female	36.901747	Rural	0.529692	Secondary	Informal	4.202728	false	None	Spiritual_Ancestral	false	false
West Africa	Male	19.396674	Urban	0.307102	None	Unemployed	7.42681	true	Auditory Hallucinations	Medical	true	true
West Africa	Male	21.395302	Urban	0.250481	None	Informal	4.335743	false	None	Medical	false	false
East Africa	Female	18	Rural	0.403558	Primary	Informal	4.700755	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	26.77257	Rural	0.369621	Secondary	Informal	4.020403	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	18	Rural	0.220781	Secondary	Informal	5.664546	false	None	Spiritual_Ancestral	false	false
West Africa	Male	20.104866	Urban	0.090741	Primary	Informal	2.86638	false	None	Medical	false	false
North Africa	Female	28.133922	Rural	0.426299	Secondary	Informal	4.465564	false	None	Spiritual_Ancestral	false	false
West Africa	Male	25.135442	Urban	0.307657	Primary	Informal	5.904987	false	None	Medical	false	false
East Africa	Male	21.852551	Urban	0.086869	Primary	Informal	5.373623	false	None	Spiritual_Ancestral	false	false
North Africa	Female	22.029453	Rural	0.319883	Secondary	Informal	4.783692	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	29.854753	Rural	0.172459	Secondary	Informal	4.815725	false	None	Spiritual_Ancestral	false	false
North Africa	Female	71.326423	Rural	0.523608	Secondary	Informal	6.207149	false	None	Social_Relational	false	false
Southern Africa	Female	18	Rural	0.144113	Secondary	Informal	13.127173	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	72.525953	Rural	0.436902	Primary	Informal	2.982048	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.562037	None	Unemployed	13.320617	false	None	Medical	true	false
East Africa	Male	18	Urban	0.203881	Primary	Informal	2.90262	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.26526	Primary	Informal	1.03711	false	None	Medical	false	false
West Africa	Male	27.096546	Urban	0.342996	Primary	Informal	3.48029	false	None	Medical	false	false
Central Africa	Female	62.678262	Rural	0.308175	Tertiary	Formal	5.721884	false	None	Social_Relational	false	false
East Africa	Male	18	Urban	0.078476	Primary	Informal	11.724193	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	29.744087	Rural	0.204178	Secondary	Formal	2.732825	false	None	Social_Relational	false	false
Southern Africa	Female	18	Rural	0.467575	Secondary	Informal	6.187773	false	None	Spiritual_Ancestral	false	false
North Africa	Female	61.351537	Rural	0.224444	Secondary	Informal	2.025608	false	None	Spiritual_Ancestral	false	false
East Africa	Female	44.077312	Rural	0.564274	Primary	Informal	11.507564	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	18	Rural	0.458364	Primary	Informal	8.645005	false	None	Spiritual_Ancestral	false	false
East Africa	Female	48.329445	Rural	0.228732	Primary	Informal	3.604482	false	None	Spiritual_Ancestral	false	false
West Africa	Male	20.024039	Urban	0.194163	None	Informal	9.35781	false	None	Medical	false	false
North Africa	Female	45.471336	Rural	0.114049	Secondary	Informal	4.450775	false	None	Spiritual_Ancestral	false	false
West Africa	Male	21.743944	Urban	0.118864	Primary	Informal	8.87937	false	None	Medical	false	false
West Africa	Male	22.365586	Urban	0.2243	None	Unemployed	4.764011	false	None	Medical	true	true
Southern Africa	Female	18	Rural	0.174846	Secondary	Informal	4.876511	false	None	Spiritual_Ancestral	false	false
West Africa	Male	32.188708	Urban	0.238102	None	Informal	3.647087	false	None	Medical	false	false
Central Africa	Female	23.486045	Rural	0.437943	Tertiary	Formal	6.614069	false	None	Social_Relational	false	false
Central Africa	Female	30.155415	Rural	0.305082	Tertiary	Formal	5.078391	false	None	Social_Relational	false	false
Central Africa	Female	18	Rural	0.411015	Tertiary	Formal	6.25975	false	None	Social_Relational	false	false
East Africa	Male	46.439898	Urban	0.238411	Primary	Informal	1.719069	false	None	Spiritual_Ancestral	false	false
West Africa	Male	53.458328	Urban	0.305559	None	Unemployed	9.041809	true	Auditory Hallucinations	Medical	true	true
Central Africa	Female	23.414343	Rural	0.224312	Tertiary	Formal	10.209996	false	None	Social_Relational	false	false
East Africa	Male	68.357649	Urban	0.228304	Primary	Informal	5.065505	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	59.136217	Rural	0.601389	Tertiary	Formal	12.647245	false	None	Social_Relational	false	false
Central Africa	Female	32.622347	Rural	0.186102	Tertiary	Formal	11.144942	false	None	Social_Relational	false	false
Central Africa	Female	48.701278	Rural	0.332238	Secondary	Formal	6.689329	false	None	Social_Relational	false	false
West Africa	Male	41.278807	Urban	0.153591	Primary	Informal	9.419859	false	None	Medical	false	false
East Africa	Male	18	Urban	0.589595	Primary	Informal	8.172369	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	18	Rural	0.136011	Secondary	Formal	1.432196	false	None	Social_Relational	false	false
East Africa	Male	34.037783	Urban	0.145292	Primary	Informal	4.06656	false	None	Spiritual_Ancestral	false	false
West Africa	Male	55.56745	Urban	0.469633	None	Informal	6.934281	false	None	Medical	false	false
Southern Africa	Female	18	Rural	0.347055	Primary	Informal	10.558268	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	18	Rural	0.224378	Tertiary	Formal	1.936412	false	None	Social_Relational	false	false
Southern Africa	Female	20.859269	Rural	0.380681	Secondary	Informal	1.49967	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	18	Rural	0.252738	Primary	Informal	4.603266	false	None	Spiritual_Ancestral	false	false
West Africa	Male	20.381152	Urban	0.191842	None	Unemployed	1.092714	false	None	Medical	true	false
Southern Africa	Female	27.523225	Rural	0.217771	Secondary	Informal	4.516064	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	18	Rural	0.546954	Tertiary	Formal	5.797285	false	Strange Experiences	Social_Relational	false	false
West Africa	Male	20.757089	Urban	0.432028	None	Unemployed	2.656974	false	None	Medical	false	false
East Africa	Female	38.986223	Rural	0.337529	Primary	Informal	4.584649	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	18	Rural	0.280123	Secondary	Formal	7.782885	false	None	Social_Relational	false	false
North Africa	Female	18	Rural	0.204693	Secondary	Informal	3.470531	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	20.129099	Rural	0.197829	Secondary	Informal	2.932371	false	None	Spiritual_Ancestral	false	false
North Africa	Female	18	Rural	0.420099	Secondary	Informal	4.469997	false	None	Spiritual_Ancestral	false	false
East Africa	Male	65.362082	Urban	0.094568	Primary	Informal	2.487885	false	None	Spiritual_Ancestral	false	false
West Africa	Male	22.189888	Urban	0.068337	Primary	Informal	12.161226	false	None	Medical	false	false
North Africa	Female	18	Rural	0.373371	Secondary	Informal	4.844751	false	None	Social_Relational	false	false
North Africa	Female	24.971456	Rural	0.181497	Secondary	Informal	3.116356	false	None	Social_Relational	false	false
Central Africa	Female	20.054945	Rural	0.46882	Secondary	Formal	5.34437	false	None	Social_Relational	false	false
Central Africa	Female	18.574126	Rural	0.441838	Tertiary	Formal	4.456431	false	None	Social_Relational	false	false
East Africa	Female	18	Rural	0.27312	Primary	Informal	4.18425	false	None	Spiritual_Ancestral	false	false
East Africa	Female	18	Rural	0.441739	Primary	Informal	3.470004	false	None	Spiritual_Ancestral	false	false
North Africa	Female	18	Rural	0.451499	Secondary	Informal	3.372809	false	None	Spiritual_Ancestral	false	false
Southern Africa	Female	48.656907	Rural	0.514303	Secondary	Informal	1.744849	false	None	Spiritual_Ancestral	false	false
North Africa	Female	31.30964	Rural	0.19848	Secondary	Informal	9.412457	false	None	Spiritual_Ancestral	false	false
North Africa	Female	26.578654	Rural	0.056245	Secondary	Informal	6.461178	false	None	Spiritual_Ancestral	false	false
Central Africa	Female	19.837787	Rural	0.013097	Secondary	Formal	5.63019	false	None	Social_Relational	false	false
East Africa	Male	18	Urban	0.442215	Primary	Informal	4.41667	false	None	Spiritual_Ancestral	false	false
East Africa	Male	18	Urban	0.256329	Primary	Informal	2.628696	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.12008	None	Unemployed	3.003621	false	None	Medical	true	false
Southern Africa	Female	18	Rural	0.290655	Primary	Informal	1.875207	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.248426	None	Unemployed	3.224712	false	None	Medical	true	true
East Africa	Male	57.197231	Rural	0.273115	Primary	Informal	2.408433	false	None	Spiritual_Ancestral	false	false
East Africa	Female	37.407445	Rural	0.231033	Primary	Informal	10.826587	false	None	Spiritual_Ancestral	false	false
West Africa	Male	22.825567	Urban	0.397758	Primary	Informal	7.513373	false	None	Medical	false	false
Southern Africa	Female	18	Rural	0.12281	Primary	Informal	4.959524	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18	Urban	0.244312	None	Unemployed	2.801959	false	None	Medical	true	true
West Africa	Male	18.983985	Urban	0.169055	None	Unemployed	2.484411	false	None	Medical	true	true
North Africa	Female	38.358885	Rural	0.363014	Secondary	Informal	4.259834	false	None	Social_Relational	false	false
East Africa	Male	18	Urban	0.159392	Primary	Informal	7.675923	false	None	Spiritual_Ancestral	false	false
West Africa	Male	31.054692	Urban	0.098012	None	Unemployed	1.909438	false	None	Medical	false	false
East Africa	Female	18	Rural	0.325874	Primary	Informal	6.416754	false	None	Spiritual_Ancestral	false	false
North Africa	Female	18	Rural	0.306511	Secondary	Informal	3.216328	false	None	Spiritual_Ancestral	false	false
West Africa	Male	22.388762	Urban	0.076712	Primary	Informal	3.564768	false	None	Medical	false	false
Southern Africa	Female	18	Rural	0.472862	Secondary	Informal	4.880698	false	None	Spiritual_Ancestral	false	false
West Africa	Male	18.336334	Urban	0.315701	None	Unemployed	2.859297	false	None	Medical	true	false

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