Datasets:

electricsheepafrica
/

africa-learning-levels-in-tanzania-2014

id_database string	id_district int64	id_districtname string	id_hh int64	id_regionname string	id_village int64	hhno int64	answering_person float64	hh_gender float64	hh_age float64	hh_edu string	use_tele float64	household_visited float64	hh_males float64	hh_females float64	hh_size int64	house_wall string	house_lighting string	asset_water int64	asset_toilet int64	mealsperday float64	asset_tv int64	asset_radio int64	asset_phone int64	asset_computer int64	asset_car int64	asset_bicycle int64	asset_motorbike int64	asset_cart int64	asset_cattle int64	asset_sheep_goat int64	asset_donkey int64	asset_camel int64	h108_favourites string	fav_radio string	fav_tv string	income_source string	water_source string	treat_water string	eat_fruit int64	hhld_books string	h202 float64	h203 float64	h204 float64	h205 float64	h206 float64	h207_1 int64	h208 float64	h301 float64	h302 string	h401 float64	h402 float64	h403 float64	h404 float64	h405 float64	h1201 float64	h1202 float64	h1309_deparch_hh float64	h1309_deparch_mm float64	h207_4 int64	h207_2 int64	drink_juice int64	eat_veg int64	drink_milk int64	h207_3 int64	childslno int64	age int64	gender string	mothers_age float64	mothers_edu string	preschool int64	wenttopreschool int64	grade float64	tuition int64	schoolmatch int64	neverenrolled int64	dropout int64	testsample float64	english string	english1 float64	english2 float64	swahili string	swahili1 float64	swahili2 float64	math string	matheveryday float64	bonus1 float64	bonus2 float64	left_eye float64	right_eye float64	districtnameold string	regioncodenew int64	regionnamenew string	wardcode int64	hh_edu_raw float64	hh_children int64	asset_elec int64	mothers_edu_raw float64	enr_ans int64	schooltype string	h303 float64	district_nohhlds int64	weight float64	nohhldsinea int64	noeasindistrict int64	nodistricts int64	english_imputed string	english1_imputed int64	english2_imputed int64	swahili_imputed string	swahili1_imputed int64	swahili2_imputed int64	math_imputed string	bonus1_imputed int64	bonus2_imputed int64	esa_source string	esa_processed string
TZ14	307	Siha	176,020	Kilimanjaro	176	20	2	1	34	null	1	0	3	5	8	Mud	Solar	1	1	3	0	1	1	0	0	1	0	0	0	1	0	0	null	SAUTI	null	Farming	Tap	Nothing	0	1-10	0	1	0	1	0	0	1	1	Education foundation	0	0	0	0	0	1	1	6	30	0	0	0	1	0	0	2	7	Female	34	Some primary / secondary	1	2	null	1	1	1	0	null	Word	1	null	Neno	1	null	Subtraction	1	null	null	1	1	Siha	3	Kilimanjaro	111	6	3	1	1	0	null	0	7,845	55.7364	16	26	45	Word	0	0	Neno	0	0	Subtraction	1	1	HDX	2026-04-06
TZ14	306	Moshi Urban	143,014	Kilimanjaro	143	14	1	1	43	Some primary	1	0	2	2	4	Stone/Bricks	Electricity	1	1	3	1	1	1	0	0	0	0	0	0	0	0	0	null	RADIO 1	ITV	Own business	Tap	Nothing	1	null	1	1	1	1	0	0	1	1	null	0	0	0	0	0	1	1	9	3	0	1	0	0	0	0	1	8	Male	29	Post secondary	0	0	3	1	0	0	0	null	Paragraph	0	0	Hadithi	1	1	Multiplication	1	1	1	1	1	Moshi Manispaa	3	Kilimanjaro	102	5	1	1	3	1	Public	0	35,972	454.347	13	18	45	Paragraph	0	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,105	Ludewa	616,004	Iringa	616	4	1	1	47	Post secondary	null	0	3	2	5	Stone/Bricks	Electricity	1	1	3	1	1	1	1	0	0	0	0	0	0	0	0	TV/RADIO	IBON	ITV/TBC	Formal wage	Tap	Boil	1	>20	1	1	1	0	0	0	1	1	Education foundation	1	0	1	0	0	1	1	10	39	0	0	0	1	0	0	1	15	Female	41	Post secondary	0	1	1	0	0	0	0	3	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	null	Mafinga Mji	11	Iringa	22	1	2	1	5	1	Private	0	26,137	201.17	6	64	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,906	Geita	1,023,006	Mwanza	1,023	6	2	2	35	Some primary	1	0	null	5	5	Stone/Bricks	Solar	0	1	3	0	1	1	0	0	0	0	0	0	0	0	0	null	RADIO ONE	ITV	Own business	Rain water	Filter	1	1-10	1	1	1	1	0	0	1	1	null	0	null	0	0	0	1	1	5	32	0	0	0	1	0	0	2	15	Female	48	Some primary / secondary	0	1	1	0	0	0	0	4	Paragraph	1	null	Aya	1	null	Addition	1	1	1	1	1	Ilemela Manispaa	19	Mwanza	42	5	4	1	2	1	Public	0	115,933	362.973	16	59	45	Paragraph	0	0	Aya	0	0	Addition	1	1	HDX	2026-04-06
TZ14	401	Lushoto	181,005	Tanga	181	5	1	1	35	null	null	0	2	1	3	Mud	Paraffin	1	1	2	0	0	0	0	0	0	0	0	1	0	0	0	null	null	null	Farming	Well	Nothing	0	null	0	0	0	0	0	0	0	1	Nutrition	0	null	0	0	0	1	1	6	49	0	0	0	1	0	0	1	14	Male	26	Some primary / secondary	0	1	3	0	1	0	0	1	Letter	null	null	Silabi sahili	null	null	Counting	1	1	1	1	1	Lushoto	4	Tanga	21	6	1	0	2	1	Public	0	91,934	1,078.24	14	18	45	Letter	0	0	Silabi sahili	0	0	Counting	1	1	HDX	2026-04-06
TZ14	1,206	Mbozi	665,002	Mbeya	665	2	1	1	58	Some primary	null	0	3	2	5	Stone/Bricks	Paraffin	1	1	2	0	1	0	0	0	1	0	0	0	0	0	0	null	null	null	Farming	Tap	Treatment	0	1-10	0	0	1	1	0	0	1	1	Education foundation	0	0	0	0	0	1	1	3	25	0	0	0	1	0	0	1	16	Male	39	Some primary / secondary	0	1	1	0	0	0	0	null	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Mbozi	12	Mbeya	91	5	3	0	2	1	Public	0	120,818	722.843	13	38	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,195,011	Rukwa	1,195	11	2	2	28	Some primary	null	0	3	4	7	Mud	Paraffin	0	1	3	0	0	0	0	0	0	0	0	0	0	0	0	RADIO	FREE AFRICA	TBC	Own business	null	Nothing	0	null	0	0	0	1	1	0	1	1	Education foundation	0	0	0	0	0	1	1	3	57	0	0	0	1	0	1	3	7	Male	40	Some primary / secondary	0	0	null	0	0	1	0	1	Nothing	null	null	Hajui	null	null	Nothing	0	0	1	0	1	Mpanda Mji	23	Katavi	52	5	5	0	2	0	null	null	10,681	80.9443	10	39	45	Nothing	0	0	Hajui	0	0	Nothing	0	1	HDX	2026-04-06
TZ14	506	Mvomero	320,015	Morogoro	320	15	1	1	47	null	null	0	1	5	6	Mud	Paraffin	0	1	2	0	1	0	0	0	0	0	0	0	0	0	0	null	RFA	null	Farming	Spring	Boil	0	1-10	0	0	1	1	1	0	1	1	Education foundation	0	null	0	0	0	null	null	7	10	0	1	0	1	0	0	2	8	Female	26	Some primary / secondary	0	0	1	0	1	0	0	1	Letter	null	null	Silabi sahili	null	null	Counting	0	0	0	1	1	Gairo	5	Morogoro	111	null	2	0	2	1	Public	1	58,817	790.168	11	20	45	Letter	0	0	Silabi sahili	0	0	Counting	0	0	HDX	2026-04-06
TZ14	1,906	Geita	1,300,004	Mwanza	1,300	4	1	1	null	null	1	0	3	11	14	Mud	Paraffin	0	1	2	0	0	1	0	0	1	0	0	0	1	0	0	null	null	null	Farming	Tap	Nothing	1	1-10	0	0	0	1	1	0	1	1	Education foundation	0	0	0	0	0	null	1	12	43	0	1	0	1	0	0	2	13	Male	null	null	0	1	5	0	1	0	0	2	Word	1	1	Aya	1	1	Multiplication	1	1	1	1	1	Mbogwe	25	Geita	161	6	8	0	null	1	Public	null	115,933	322.643	18	59	45	Word	0	0	Aya	0	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,705	Bukombe	1,307,001	Shinyanga	1,307	1	1	1	48	Some primary	1	0	6	6	12	Mud	Paraffin	0	1	3	0	0	1	0	0	1	0	0	0	0	0	0	null	null	null	Farming	River/lake	Nothing	0	null	0	1	1	1	0	0	1	1	Education foundation	0	null	null	0	0	1	1	8	30	0	1	0	1	0	0	5	10	Female	null	Some primary / secondary	1	0	null	0	0	1	0	null	Nothing	0	null	Silabi sahili	null	null	Addition	1	0	1	1	1	Bukombe	25	Geita	31	5	5	0	2	0	null	1	59,802	388.457	13	35	45	Nothing	0	0	Silabi sahili	0	0	Addition	0	1	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,188,013	Rukwa	1,188	13	2	null	42	Some primary	1	0	3	3	6	Stone/Bricks	Electricity	1	1	3	1	1	1	0	0	0	0	0	0	0	0	0	null	MARIA	null	Farming	Well	Nothing	1	null	0	1	1	0	0	0	1	1	Education foundation	0	null	0	0	0	1	1	2	19	0	0	0	0	0	0	2	10	Male	42	null	0	2	4	1	1	0	0	1	Letter	0	null	Hadithi	1	null	Addition	1	1	1	1	1	Mpanda Mji	23	Katavi	42	5	2	1	null	1	Public	0	10,681	67.4536	12	39	45	Letter	0	0	Hadithi	1	0	Addition	1	1	HDX	2026-04-06
TZ14	1,603	Kigoma Rural	873,013	Kigoma	873	13	2	1	41	Some primary	null	0	6	3	9	Mud	Paraffin	0	1	2	0	1	0	0	0	1	0	0	1	1	0	0	null	TBC	null	Farming	Spring	Nothing	0	1-10	0	0	1	0	0	0	0	1	Education foundation	0	null	0	0	0	1	1	10	47	0	0	0	1	0	0	2	10	Female	36	Some primary / secondary	0	0	5	0	1	0	0	3	Nothing	null	null	Hadithi	1	1	Subtraction	1	0	1	1	1	Buhigwe	16	Kigoma	11	5	4	0	1	1	Public	0	69,271	317.91	14	46	45	Nothing	0	0	Hadithi	1	1	Subtraction	0	1	HDX	2026-04-06
TZ14	701	Kinondoni	374,007	Dar Es Salaam	374	7	3	2	58	null	1	0	3	6	9	Stone/Bricks	Electricity	1	1	3	1	1	1	0	1	0	0	0	0	0	0	0	TV	TBC	CHANNEL 10	Own business	Tap	Boil	1	1-10	1	1	1	1	0	0	0	1	Education foundation	1	0	0	0	0	1	1	8	59	0	0	0	0	0	0	1	7	Female	36	Some primary / secondary	1	0	null	0	0	1	0	2	Letter	null	null	Neno	null	null	Addition	0	1	1	1	1	Kinondoni	7	Dar-es-salaam	102	null	2	1	2	0	null	0	262,143	2,071.6	11	34	45	Letter	0	0	Neno	0	0	Addition	1	1	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,200,013	Rukwa	1,200	13	1	2	38	Some secondary	1	0	4	2	6	Stone/Bricks	Electricity	1	0	3	1	0	1	0	0	1	0	0	1	0	0	0	null	ONE	null	Own business	Well	Treatment	0	null	1	1	1	1	1	0	1	1	Education foundation	0	0	null	0	0	1	1	7	2	0	1	0	1	0	0	4	12	Male	39	Post secondary	0	0	6	1	0	0	0	1	Paragraph	null	null	Hadithi	1	1	Values	1	1	1	1	1	Mpanda Mji	23	Katavi	62	4	5	1	3	1	Public	0	10,681	53.9629	15	39	45	Paragraph	0	0	Hadithi	1	1	Values	1	1	HDX	2026-04-06
TZ14	505	Morogoro Urban	298,012	Morogoro	298	12	2	null	35	Some secondary	1	0	2	2	4	Stone/Bricks	Paraffin	0	1	3	1	1	1	0	0	0	0	0	0	0	0	0	radio	tbc taifa	null	Formal wage	Rain water	Boil	1	11-20	1	1	1	1	1	0	1	null	Education foundation	0	null	1	0	1	1	1	9	4	0	1	0	1	0	0	2	9	Female	35	Post secondary	0	2	4	1	1	0	0	2	Story	1	0	Hadithi	1	1	Multiplication	1	1	1	1	1	Morogoro Manispaa	5	Morogoro	192	4	2	0	3	1	Public	0	54,142	888.998	9	20	45	Story	1	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	703	Temeke	447,016	Dar Es Salaam	447	16	2	2	38	Some primary	1	0	2	3	5	Stone/Bricks	Electricity	1	1	3	1	1	1	0	0	1	0	0	0	0	0	0	TV	RADIO FREE	STAR TV	Own business	Tap	Filter	1	1-10	1	1	1	1	1	0	0	1	Education foundation	0	0	null	0	1	1	1	10	13	0	1	0	0	0	0	1	7	Male	38	Some primary / secondary	0	0	1	1	1	0	0	1	Letter	null	null	Silabi sahili	null	null	Counting	1	1	1	1	1	Temeke	7	Dar-es-salaam	212	5	2	1	2	1	Public	0	190,072	1,170.35	16	30	45	Letter	0	0	Silabi sahili	0	0	Counting	1	1	HDX	2026-04-06
TZ14	1,903	Nyamagana	998,019	Mwanza	998	19	1	1	41	Some primary	1	0	2	2	4	Stone/Bricks	Electricity	1	1	3	1	1	1	0	0	1	0	0	0	0	0	0	null	clouds	eatv	null	null	null	1	1-10	1	1	1	null	null	0	1	1	Education foundation	0	null	0	0	1	1	1	9	20	0	0	0	0	0	1	1	14	Female	29	null	0	0	null	1	0	1	0	3	Paragraph	null	null	Hadithi	null	1	Addition	1	1	1	1	1	Nyamagana Manispaa	19	Mwanza	72	5	1	1	null	0	null	0	49,879	558.41	12	22	45	Paragraph	0	0	Hadithi	0	1	Addition	1	1	HDX	2026-04-06
TZ14	1,704	Kahama	909,018	Shinyanga	909	18	2	1	60	Some primary	0	0	3	2	5	Mud	Other	0	1	3	0	1	0	0	0	0	0	1	0	0	0	0	null	kahama	null	Farming	null	Nothing	0	null	0	0	0	0	0	0	1	1	Education foundation	0	null	0	0	0	1	1	6	12	0	0	0	1	0	0	3	7	Male	45	Some primary / secondary	1	0	null	0	1	1	0	3	Nothing	null	null	Hajui	null	null	Counting	1	0	1	1	1	Kahama	17	Shinyanga	91	5	3	0	1	0	null	0	102,533	405.136	17	44	45	Nothing	0	0	Hajui	0	0	Counting	0	1	HDX	2026-04-06
TZ14	1,803	Muleba	979,001	Kagera	979	1	1	1	35	Some primary	1	0	3	4	7	Mud	Paraffin	0	1	2	0	1	1	0	0	1	0	0	0	0	0	0	null	TBC	null	Farming	River/lake	Boil	0	null	0	0	1	0	1	0	1	1	Education foundation	0	0	0	0	0	1	1	4	0	0	0	0	1	0	0	1	10	Female	35	Some primary / secondary	0	1	2	0	1	0	0	2	Nothing	0	null	Neno	0	null	Values	null	1	null	1	1	Muleba	18	Kagera	261	5	2	0	1	1	Public	0	75,538	664.455	14	24	45	Nothing	0	0	Neno	0	0	Values	1	1	HDX	2026-04-06
TZ14	101	Kondoa	1,017	Dodoma	1	17	2	1	44	Some primary	1	0	3	7	10	Mud	Solar	0	1	3	0	0	1	0	0	0	1	1	1	1	1	0	null	null	null	Farming	null	Nothing	0	null	0	0	0	1	1	0	0	1	Education foundation	0	0	0	0	0	1	1	7	25	0	1	0	1	0	0	2	10	Female	36	Some primary / secondary	0	0	4	0	0	0	0	null	null	null	null	null	null	null	null	1	0	1	1	1	Kondoa	1	Dodoma	11	5	5	1	2	1	Private	0	91,219	609.961	17	26	45	Story	1	1	Hadithi	1	1	Multiplication	0	1	HDX	2026-04-06
TZ14	2,006	Rorya	1,059,014	Mara	1,059	14	2	null	65	null	1	1	2	4	6	Iron sheet	Paraffin	0	0	3	0	0	1	0	0	0	0	0	1	0	0	0	null	TBC1	null	Farming	River/lake	Filter	0	null	0	0	0	0	0	0	1	1	Education foundation	0	1	0	0	0	1	1	8	0	0	1	0	1	0	0	2	14	Female	42	Some primary / secondary	0	0	5	0	0	0	0	null	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Rorya	20	Mara	31	null	4	0	2	1	Public	1	41,927	176.019	16	44	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	106	Bahi	41,013	Dodoma	41	13	2	1	54	Some primary	1	0	3	1	4	Mud	Paraffin	0	1	2	0	1	1	0	0	1	0	0	0	0	0	0	null	TAIFA	null	Farming	River/lake	Nothing	0	null	0	0	0	0	0	0	0	1	Education foundation	0	0	null	0	0	1	1	7	38	0	0	0	1	0	0	1	14	Male	50	Some primary / secondary	0	1	3	0	0	0	0	4	Nothing	null	null	Silabi sahili	null	null	Counting	0	0	1	1	1	Bahi	1	Dodoma	111	5	2	0	2	1	Public	0	37,870	215.244	20	26	45	Nothing	0	0	Silabi sahili	0	0	Counting	0	1	HDX	2026-04-06
TZ14	1,705	Bukombe	1,320,014	Shinyanga	1,320	14	1	1	38	Some primary	null	0	2	3	5	Stone/Bricks	Other	0	1	2	0	1	0	0	0	1	0	0	1	1	0	0	RADIO	TBC	null	null	Tap	Filter	1	null	0	0	0	0	1	0	1	null	Parental time	0	null	1	0	1	1	1	10	2	1	0	0	1	1	0	2	7	Female	30	Some primary / secondary	0	1	1	0	0	0	0	2	Nothing	null	null	Hajui	null	null	Values	1	1	0	1	1	Bukombe	25	Geita	61	5	3	0	2	1	Public	1	59,802	459.086	11	35	45	Nothing	0	0	Hajui	0	0	Values	1	0	HDX	2026-04-06
TZ14	1,701	Bariadi	1,258,012	Shinyanga	1,258	12	1	1	null	null	null	0	8	7	15	Mud	Paraffin	0	1	2	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	Farming	null	Nothing	0	null	0	0	0	0	1	0	1	1	Education foundation	0	null	null	0	0	1	1	12	0	0	1	0	1	0	0	2	9	Male	35	Some primary / secondary	0	0	1	0	1	0	0	2	Nothing	null	null	Neno	null	null	Values	1	1	1	1	1	Bariadi	24	Simiyu	211	6	2	0	1	1	Public	0	86,513	355.131	18	40	45	Nothing	0	0	Neno	0	0	Values	1	1	HDX	2026-04-06
TZ14	902	Newala	502,007	Mtwara	502	7	null	1	30	null	null	1	2	1	3	Mud	Paraffin	0	1	2	0	1	1	0	0	0	0	0	0	0	0	0	null	null	null	Farming	Rain water	Nothing	0	1-10	0	null	null	null	1	0	1	1	Education foundation	0	null	null	0	0	1	1	6	39	0	0	0	1	0	1	1	9	Male	26	Some primary / secondary	0	2	1	0	1	0	0	null	Nothing	null	null	Hajui	null	null	Values	1	1	1	1	1	Newala	9	Mtwara	51	null	1	0	2	1	Public	0	50,515	1,066.43	7	20	45	Nothing	0	0	Hajui	0	0	Values	1	1	HDX	2026-04-06
TZ14	607	Kibaha Urban	353,005	Pwani	353	5	1	1	50	null	1	0	3	3	6	Stone/Bricks	Electricity	1	1	3	0	1	1	0	0	0	0	0	0	0	0	0	null	1	null	Formal wage	Tap	Nothing	0	1-10	1	1	1	1	0	0	0	1	Education foundation	0	0	0	0	0	1	1	8	45	0	0	1	0	0	0	2	10	Female	45	Some primary / secondary	0	0	3	0	0	0	0	2	Word	null	null	Hadithi	null	1	Multiplication	1	1	1	1	1	Kibaha Mji	6	Pwani	52	null	2	1	2	1	Public	0	19,813	271.104	9	24	45	Word	0	0	Hadithi	0	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,903	Nyamagana	1,012,004	Mwanza	1,012	4	2	1	30	Some primary	0	0	4	5	9	Mud	Paraffin	0	1	2	0	0	1	0	0	1	0	0	0	0	0	0	null	null	null	Formal wage	Tap	Filter	0	null	0	0	0	1	0	0	1	1	Education foundation	0	null	0	0	0	1	1	10	45	0	0	0	1	0	0	3	7	Female	20	Some primary / secondary	0	1	1	1	0	0	0	1	Nothing	null	null	Silabi sahili	null	null	Counting	0	0	0	1	1	Nyamagana Manispaa	19	Mwanza	122	5	7	0	1	1	Public	1	49,879	478.637	14	22	45	Nothing	0	0	Silabi sahili	0	0	Counting	0	0	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,182,015	Rukwa	1,182	15	1	1	66	Some secondary	1	0	2	6	8	Stone/Bricks	Paraffin	0	1	3	0	0	1	0	0	0	0	0	0	0	0	0	null	tbc	null	Farming	null	Nothing	1	11-20	1	1	1	1	1	0	1	1	Education foundation	0	0	0	0	0	1	1	7	50	0	0	0	1	0	0	2	11	Male	40	null	0	0	5	0	0	0	0	2	Letter	null	null	Hadithi	null	null	Addition	null	1	1	1	1	Mpanda Mji	23	Katavi	32	4	5	0	null	1	Public	0	10,681	57.8174	14	39	45	Letter	0	0	Hadithi	0	0	Addition	1	1	HDX	2026-04-06
TZ14	607	Kibaha Urban	364,007	Pwani	364	7	2	1	40	Some primary	1	0	3	4	7	Mud	Paraffin	0	1	3	0	1	1	0	0	0	0	0	0	0	0	0	null	1	null	Farming	null	Nothing	0	null	0	0	0	0	0	0	0	1	Education foundation	0	null	0	0	0	1	1	10	32	0	0	0	1	0	0	2	16	Female	35	Some primary / secondary	0	2	7	0	0	0	0	3	Letter	null	null	Hadithi	1	1	Multiplication	1	1	1	1	1	Kibaha Mji	6	Pwani	112	5	3	0	2	1	Public	1	19,813	203.328	12	24	45	Letter	0	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,705	Bukombe	1,302,003	Shinyanga	1,302	3	1	1	42	Some primary	1	0	3	2	5	Mud	Paraffin	0	1	2	0	1	1	0	0	1	0	0	0	0	0	0	null	RFA	null	Farming	Well	Filter	0	1-10	1	1	1	1	1	1	1	1	Education foundation	0	0	1	0	1	1	1	6	45	0	0	0	1	0	0	1	14	Male	33	Some primary / secondary	0	0	6	0	1	0	0	1	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Bukombe	25	Geita	11	5	4	0	2	1	Public	1	59,802	561.105	9	35	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,801	Karagwe	946,004	Kagera	946	4	2	1	32	Some primary	null	1	2	4	6	Mud	Other	1	1	3	0	0	1	0	0	1	1	0	1	1	0	0	null	1	null	Farming	Spring	Nothing	0	null	1	1	0	0	0	0	1	1	Education foundation	0	0	0	0	0	1	1	4	30	0	0	0	1	0	0	3	10	Female	28	Some primary / secondary	0	0	null	0	0	0	0	null	Nothing	null	null	Hajui	null	null	Nothing	0	0	0	1	1	Karagwe	18	Kagera	21	5	3	0	1	1	Private	1	89,679	1,338.64	11	18	45	Nothing	0	0	Hajui	0	0	Nothing	0	0	HDX	2026-04-06
TZ14	101	Kondoa	24,009	Dodoma	24	9	1	1	40	Some secondary	null	0	3	3	6	Mud	Paraffin	0	1	2	0	0	0	0	0	1	0	0	1	1	0	0	null	null	null	Farming	River/lake	Filter	1	null	1	1	1	1	1	1	1	1	Education foundation	0	0	1	0	0	1	1	9	30	0	0	0	0	0	0	1	16	Male	36	Some primary / secondary	0	0	7	0	0	0	0	2	Story	1	1	Aya	1	1	Multiplication	1	1	1	1	1	Kondoa	1	Dodoma	261	4	4	0	2	1	Public	1	91,219	1,296.17	8	26	45	Story	1	1	Aya	0	0	Multiplication	1	1	HDX	2026-04-06
TZ14	2,006	Rorya	1,076,019	Mara	1,076	19	3	1	42	Some secondary	1	1	3	8	11	Stone/Bricks	Solar	0	0	3	0	0	1	0	0	1	1	0	1	1	1	0	null	IBC	STAR	Own business	null	Boil	1	1-10	1	1	1	1	1	0	1	null	Education foundation	1	0	0	1	0	1	1	11	2	0	1	0	0	0	0	5	9	Male	39	null	0	1	null	0	0	0	0	1	Nothing	null	null	Hajui	null	null	Nothing	null	null	null	1	1	Rorya	20	Mara	101	4	7	1	null	1	Private	0	41,927	187.754	15	44	45	Nothing	0	0	Hajui	0	0	Nothing	1	1	HDX	2026-04-06
TZ14	1,406	Tabora Urban	802,015	Tabora	802	15	2	2	40	Some primary	1	0	2	3	5	Mud	Other	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	Farming	Well	Nothing	0	null	0	0	0	0	0	0	0	1	Education foundation	0	null	0	0	0	1	1	6	5	0	0	0	1	0	0	2	14	Female	40	Some primary / secondary	0	1	6	0	0	0	0	4	Paragraph	null	null	Aya	null	null	Numbers	1	1	1	1	1	Tabora Manispaa	14	Tabora	102	5	2	0	2	1	Public	0	38,554	474.785	12	20	45	Paragraph	0	0	Aya	0	0	Numbers	1	1	HDX	2026-04-06
TZ14	106	Bahi	42,019	Dodoma	42	19	1	1	36	Some primary	null	0	4	2	6	Mud	Paraffin	0	1	2	0	0	0	0	0	0	0	0	0	1	0	0	null	TBC	null	Farming	Well	Nothing	0	1-10	1	1	1	1	1	0	1	1	Education foundation	1	0	0	0	0	1	1	4	45	1	0	0	1	0	0	3	8	Male	32	Some primary / secondary	0	0	null	0	0	0	0	1	Nothing	0	0	Silabi sahili	0	0	Counting	0	1	0	1	1	Bahi	1	Dodoma	121	5	3	0	2	1	Private	1	37,870	226.573	19	26	45	Nothing	0	0	Silabi sahili	0	0	Counting	1	0	HDX	2026-04-06
TZ14	1,206	Mbozi	655,002	Mbeya	655	2	1	1	51	Some primary	1	1	3	4	7	Stone/Bricks	Other	0	1	2	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	Farming	Well	Filter	0	1-10	1	0	0	0	0	0	0	1	Education foundation	1	0	1	0	1	1	1	7	10	0	1	0	1	0	0	4	14	Female	48	Some primary / secondary	0	0	null	0	1	1	0	4	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Mbozi	12	Mbeya	11	5	4	0	2	0	null	0	120,818	626.464	15	38	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,906	Geita	1,294,010	Mwanza	1,294	10	1	1	30	Some primary	1	0	4	3	7	Mud	Paraffin	0	0	2	0	1	1	0	0	1	0	0	1	0	0	0	null	1	null	Farming	Well	Nothing	0	null	0	0	0	0	0	0	1	1	Education foundation	0	0	0	0	0	1	1	11	23	0	0	0	1	0	1	1	8	Female	24	Some primary / secondary	1	0	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	Mbogwe	25	Geita	141	5	3	0	2	0	null	1	115,933	446.736	13	59	45	Nothing	0	0	Silabi sahili	0	0	Numbers	0	0	HDX	2026-04-06
TZ14	506	Mvomero	314,005	Morogoro	314	5	2	2	25	Some primary	null	0	2	2	4	Mud	Paraffin	1	1	2	0	0	0	0	0	0	0	0	0	0	0	0	null	ABOOD	null	Farming	Tap	Nothing	0	1-10	0	0	0	0	0	0	0	1	Education foundation	0	null	0	0	0	1	1	10	15	0	0	0	1	0	0	2	9	Male	25	Some primary / secondary	0	2	null	0	0	0	1	2	Nothing	null	null	Hajui	0	0	Nothing	0	0	null	1	1	Gairo	5	Morogoro	71	5	3	0	1	0	null	0	58,817	724.32	12	20	45	Nothing	0	0	Hajui	0	0	Nothing	0	1	HDX	2026-04-06
TZ14	1,003	Mbinga	571,018	Ruvuma	571	18	1	2	44	Some primary	null	0	4	3	7	Stone/Bricks	Paraffin	1	1	3	0	0	0	0	0	0	0	0	0	1	0	0	radio	tbc	null	Farming	Spring	Nothing	1	null	null	0	0	1	1	1	1	1	Education foundation	0	0	0	0	0	1	1	10	11	0	0	0	0	0	0	2	7	Male	null	Some primary / secondary	0	2	1	0	0	0	0	1	Nothing	1	1	Hadithi	1	1	Subtraction	1	1	1	1	1	Nyasa	10	Ruvuma	83	5	5	0	2	1	Public	0	84,763	495.102	11	46	45	Nothing	0	0	Hadithi	1	1	Subtraction	1	1	HDX	2026-04-06
TZ14	1,705	Bukombe	1,310,012	Shinyanga	1,310	12	2	2	18	Some primary	null	0	3	5	8	Stone/Bricks	Paraffin	0	1	2	0	0	0	0	0	1	0	0	0	0	0	0	null	null	null	Farming	Well	Nothing	0	1-10	null	1	1	1	1	0	1	1	Education foundation	0	0	0	0	0	1	1	6	39	0	1	0	1	0	0	1	8	Male	25	Some primary / secondary	1	0	null	1	0	1	0	2	Letter	1	1	Hadithi	1	1	Subtraction	1	1	1	1	1	Bukombe	25	Geita	31	5	2	0	2	0	null	0	59,802	280.553	18	35	45	Letter	0	0	Hadithi	1	1	Subtraction	1	1	HDX	2026-04-06
TZ14	701	Kinondoni	370,011	Dar Es Salaam	370	11	1	1	54	Some primary	1	1	5	7	12	Stone/Bricks	Electricity	0	1	3	1	1	1	0	0	0	0	0	0	0	0	0	GAZETI	null	ITV	Formal wage	Tap	Boil	0	11-20	0	1	1	1	0	0	1	1	Helps to grow	1	1	1	1	1	1	1	11	5	0	0	0	0	1	0	2	9	Female	26	Some primary / secondary	0	2	2	1	1	0	0	1	Word	null	null	Hadithi	1	1	Counting	1	1	1	0	0	Kinondoni	7	Dar-es-salaam	62	5	3	1	2	1	Public	0	262,143	2,278.76	10	34	45	Word	0	0	Hadithi	1	1	Counting	1	1	HDX	2026-04-06
TZ14	203	Arusha	55,019	Arusha	55	19	1	1	36	Post secondary	null	0	2	4	6	Stone/Bricks	Electricity	1	1	3	1	1	1	1	0	0	0	0	0	0	0	0	null	ONE	STAR	Own business	Tap	Boil	1	1-10	1	1	1	null	null	0	1	null	Education foundation	null	null	0	null	null	1	1	7	47	0	0	0	0	0	0	2	9	Female	34	Post secondary	0	3	3	0	0	0	0	null	Story	1	1	Silabi sahili	null	null	Multiplication	1	1	1	1	1	Arusha Mjini	2	Arusha	42	1	3	1	4	1	Private	0	73,230	554.962	13	30	45	Story	1	1	Silabi sahili	0	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,907	Missungwi	1,052,002	Mwanza	1,052	2	1	1	85	Some primary	null	0	9	6	15	Mud	Solar	0	0	3	0	0	0	0	0	1	0	1	1	1	0	0	null	null	null	null	River/lake	Filter	0	1-10	1	1	1	0	0	0	1	1	Education foundation	0	null	0	0	0	1	1	1	50	0	0	0	0	1	0	7	14	Male	31	Some primary / secondary	0	0	6	0	0	0	0	3	Word	null	null	Hadithi	1	1	Subtraction	1	1	1	1	1	Misungwi	19	Mwanza	231	5	7	1	2	1	Private	1	40,127	494.157	12	20	45	Word	0	0	Hadithi	1	1	Subtraction	1	1	HDX	2026-04-06
TZ14	1,302	Singida Rural	723,012	Singida	723	12	1	2	33	Some secondary	null	0	4	2	6	Mud	Paraffin	0	1	2	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	Farming	River/lake	Nothing	0	null	0	0	0	0	0	0	1	1	Education foundation	0	0	0	null	null	1	1	9	4	0	1	0	1	0	0	2	7	Male	26	null	0	0	null	0	0	0	0	1	Nothing	0	0	Hajui	0	null	Counting	0	0	1	1	1	Singida	13	Singida	91	4	2	0	null	1	Private	null	79,430	318.967	16	46	45	Nothing	0	0	Hajui	0	0	Counting	0	1	HDX	2026-04-06
TZ14	1,105	Ludewa	1,173,005	Iringa	1,173	5	1	1	35	null	1	1	1	3	4	Stone/Bricks	Paraffin	0	1	3	0	0	1	0	0	0	0	0	0	0	0	0	null	null	null	Farming	Well	Filter	0	null	0	1	1	1	1	0	1	1	Education foundation	null	null	0	0	0	1	1	2	45	0	1	0	1	0	0	1	9	Female	26	Some primary / secondary	0	0	3	0	0	0	0	null	Nothing	null	null	Hajui	null	null	Nothing	null	null	null	0	0	Ludewa	22	Njombe	201	6	2	0	2	1	Public	0	26,137	134.113	9	64	45	Nothing	0	0	Hajui	0	0	Nothing	0	0	HDX	2026-04-06
TZ14	1,906	Geita	1,013,004	Mwanza	1,013	4	3	1	40	null	null	0	1	2	3	Timber	Paraffin	0	1	2	1	0	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	Nothing	1	1-10	0	1	1	1	1	1	1	1	null	1	1	1	1	1	null	1	1	1	0	0	0	0	0	0	1	13	Male	35	Some primary / secondary	0	0	null	1	0	1	0	2	Letter	null	null	Hadithi	1	null	Counting	1	1	1	1	1	Ilemela Manispaa	19	Mwanza	12	6	1	0	2	0	null	1	115,933	305.661	19	59	45	Letter	0	0	Hadithi	1	0	Counting	1	1	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,211,002	Rukwa	1,211	2	2	2	47	null	null	0	9	4	13	Stone/Bricks	Solar	1	1	3	1	1	1	0	0	1	0	0	0	0	0	0	null	null	null	null	null	null	1	1-10	0	1	1	1	1	0	1	1	Helps to grow	0	0	0	0	0	2	2	2	2	0	0	0	0	0	0	1	16	Male	47	null	0	0	2	1	0	0	0	4	Story	1	null	Hadithi	1	null	Multiplication	1	1	1	1	1	Mpanda Mji	23	Katavi	82	6	7	1	null	1	Public	1	10,681	53.9629	15	39	45	Story	1	0	Hadithi	1	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,701	Bariadi	1,231,019	Shinyanga	1,231	19	2	2	38	null	null	0	3	5	8	Mud	Paraffin	0	1	3	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	Farming	Well	Treatment	0	1-10	0	0	1	1	null	0	1	1	Education foundation	0	null	0	0	0	1	1	4	40	0	1	0	1	0	0	1	12	Female	38	Some primary / secondary	0	1	4	0	0	0	0	2	Word	null	null	Hadithi	null	1	Multiplication	1	1	1	1	1	Bariadi	24	Simiyu	61	6	3	0	1	1	Public	0	86,513	456.596	14	40	45	Word	0	0	Hadithi	0	1	Multiplication	1	1	HDX	2026-04-06
TZ14	204	Karatu	107,005	Arusha	107	5	1	1	41	Some primary	null	0	2	3	5	Mud	Paraffin	0	1	2	0	0	0	0	0	0	0	0	1	0	0	0	null	null	null	Farming	null	Filter	1	1-10	0	0	0	0	0	0	1	1	Education foundation	1	1	0	0	0	1	2	4	0	0	0	0	0	0	0	2	9	Female	31	Some primary / secondary	0	1	4	0	0	0	0	1	Letter	null	null	Neno	null	null	null	1	1	1	1	1	Karatu	2	Arusha	141	5	3	0	2	1	Private	0	33,638	201.253	19	26	45	Letter	0	0	Neno	0	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,105	Ludewa	1,143,005	Iringa	1,143	5	1	2	48	Some primary	null	null	2	1	3	Stone/Bricks	Paraffin	1	1	3	0	0	0	0	0	0	0	0	0	0	0	0	null	1	null	Farming	Well	Treatment	0	null	0	0	0	0	0	0	1	1	Education foundation	0	0	0	0	0	1	1	9	39	1	0	0	1	0	0	2	7	Male	24	Some primary / secondary	1	0	null	1	0	1	0	null	Nothing	0	null	Silabi sahili	0	null	Numbers	0	0	null	0	0	Ludewa	22	Njombe	31	5	2	0	2	0	null	0	26,137	92.8478	13	64	45	Nothing	0	0	Silabi sahili	0	0	Numbers	0	1	HDX	2026-04-06
TZ14	1,701	Bariadi	1,243,015	Shinyanga	1,243	15	2	1	null	null	null	0	5	2	7	Mud	Solar	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	Farming	null	Filter	0	null	0	0	0	0	0	0	0	1	Education foundation	0	null	0	0	0	1	1	9	17	0	0	0	1	0	0	4	11	Male	41	Some primary / secondary	0	1	1	0	1	0	0	2	Nothing	null	null	Hajui	null	null	Nothing	1	1	1	1	1	Bariadi	24	Simiyu	121	null	4	1	1	1	Private	0	86,513	426.157	15	40	45	Nothing	0	0	Hajui	0	0	Nothing	1	1	HDX	2026-04-06
TZ14	1,803	Muleba	969,017	Kagera	969	17	2	2	30	Some primary	1	0	4	2	6	Stone/Bricks	Paraffin	1	1	2	0	1	1	0	0	0	0	0	0	0	0	0	null	tbc 1	null	Casual wage	Spring	Boil	0	1-10	1	1	1	1	0	0	0	1	Education foundation	0	null	0	0	0	1	1	10	30	0	0	0	1	0	0	3	7	Male	30	Some primary / secondary	0	0	1	0	1	0	0	null	Nothing	null	null	Hajui	null	null	Nothing	null	null	null	1	1	Muleba	18	Kagera	101	5	4	0	2	1	Private	0	75,538	664.455	14	24	45	Nothing	0	0	Hajui	0	0	Nothing	1	1	HDX	2026-04-06
TZ14	1,906	Geita	1,016,010	Mwanza	1,016	10	2	2	79	Some primary	1	0	1	5	6	Mud	Paraffin	0	1	2	0	0	1	0	0	0	0	0	0	0	0	0	null	tbc	itv	Transfers	null	Boil	0	null	1	1	1	1	null	0	1	1	Education foundation	0	0	0	0	0	1	1	3	20	0	0	0	1	0	0	1	10	Female	79	Some primary / secondary	0	2	3	0	0	0	0	1	Nothing	null	null	Hajui	null	null	Values	1	1	1	0	1	Ilemela Manispaa	19	Mwanza	22	5	2	0	2	1	Public	1	115,933	322.643	18	59	45	Nothing	0	0	Hajui	0	0	Values	1	1	HDX	2026-04-06
TZ14	101	Kondoa	17,015	Dodoma	17	15	1	1	48	Some primary	1	0	2	3	5	Mud	Paraffin	0	1	2	0	1	1	0	0	1	0	0	1	1	0	0	null	tbc	null	Farming	Well	Filter	1	1-10	1	1	1	1	1	1	1	1	Education foundation	0	0	1	0	0	2	1	11	16	0	0	0	0	0	0	1	16	Female	38	Some primary / secondary	0	0	7	0	1	0	0	2	Story	1	1	Aya	1	1	Multiplication	1	1	1	1	1	Kondoa	1	Dodoma	171	5	3	0	2	1	Public	1	91,219	1,036.93	10	26	45	Story	1	1	Aya	0	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,907	Missungwi	1,053,009	Mwanza	1,053	9	1	1	54	null	1	0	3	5	8	Mud	Other	0	1	3	0	1	1	0	0	1	0	0	1	1	0	1	null	RFA	null	Farming	Tap	Nothing	1	null	0	1	0	1	0	1	0	0	Education foundation	0	null	0	0	0	1	1	1	24	0	0	0	0	0	0	2	9	Male	44	Post secondary	0	0	null	0	0	0	0	1	Nothing	null	null	Hajui	null	null	Counting	1	1	1	1	1	Misungwi	19	Mwanza	241	6	4	0	12	1	Private	1	40,127	370.617	16	20	45	Nothing	0	0	Hajui	0	0	Counting	1	1	HDX	2026-04-06
TZ14	1,401	Nzega	768,015	Tabora	768	15	1	1	40	Some primary	1	null	3	5	8	Mud	Paraffin	0	1	null	0	1	0	0	0	1	0	0	0	0	0	0	RADIO	TBC	null	Farming	Spring	Filter	1	null	0	0	1	1	1	0	1	1	Education foundation	0	null	null	0	0	1	1	6	25	0	0	0	0	0	1	2	12	Male	38	Some primary / secondary	0	1	4	0	1	0	0	2	Word	null	null	Aya	null	null	Counting	1	1	1	1	1	Nzega	14	Tabora	121	5	5	0	2	1	Public	0	74,609	848.119	10	26	45	Word	0	0	Aya	0	0	Counting	1	1	HDX	2026-04-06
TZ14	1,302	Singida Rural	715,019	Singida	715	19	1	1	36	Some secondary	1	null	4	2	6	Stone/Bricks	Paraffin	0	1	2	0	0	1	0	0	0	0	0	0	0	0	0	null	null	null	Farming	null	Nothing	0	1-10	0	0	0	1	null	0	1	1	Education foundation	0	0	0	0	0	1	1	9	40	0	0	0	1	0	1	1	11	Female	28	Some primary / secondary	0	2	4	1	0	0	0	4	Nothing	0	0	Hadithi	1	1	Multiplication	1	1	1	1	1	Singida	13	Singida	11	4	3	0	2	1	Public	null	79,430	268.604	19	46	45	Nothing	0	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	307	Siha	180,014	Kilimanjaro	180	14	2	1	32	null	0	0	3	2	5	Stone/Bricks	Electricity	1	1	3	0	1	1	0	0	0	1	0	1	1	1	0	null	TBC	null	Farming	Tap	Nothing	0	null	1	1	1	1	1	0	1	1	Education foundation	0	0	0	0	0	1	1	5	41	0	0	0	0	1	0	1	10	Male	null	null	0	0	null	0	0	1	0	null	null	null	null	null	null	null	null	1	1	1	1	1	Siha	3	Kilimanjaro	121	null	3	1	null	0	null	1	7,845	63.6987	14	26	45	Word	0	0	Neno	0	0	Values	1	1	HDX	2026-04-06
TZ14	2,006	Rorya	1,080,018	Mara	1,080	18	1	1	37	Some primary	null	0	1	3	4	Mud	Paraffin	0	1	2	0	1	0	0	0	1	0	0	1	1	0	0	RADIO	TBC	TBC	Farming	Well	Boil	0	null	0	0	0	1	1	0	1	1	Education foundation	0	null	1	0	1	1	1	8	40	0	1	0	1	0	0	3	9	Female	30	Some primary / secondary	0	0	2	0	1	0	0	3	Letter	null	null	null	null	null	Counting	1	1	1	1	1	Rorya	20	Mara	121	5	5	0	2	1	Public	1	41,927	201.165	14	44	45	Letter	0	0	Silabi sahili	0	0	Counting	1	1	HDX	2026-04-06
TZ14	1,206	Mbozi	697,001	Mbeya	697	1	2	1	36	Some primary	1	0	4	1	5	Stone/Bricks	Paraffin	0	1	3	1	1	1	0	0	0	0	0	0	0	0	0	null	ILASI	TBC	Casual wage	Well	Treatment	0	null	0	0	0	0	1	0	1	1	Education foundation	0	null	0	0	0	1	1	4	25	0	1	0	1	0	0	2	10	Male	33	Some primary / secondary	0	0	4	1	0	0	0	1	Word	null	null	Hadithi	1	1	Multiplication	1	1	1	1	1	Tunduma Mji	12	Mbeya	12	5	3	0	2	1	Public	0	120,818	854.269	11	38	45	Word	0	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	409	Korogwe Urban	243,016	Tanga	243	16	1	1	66	Some secondary	1	0	4	6	10	Mud	Electricity	1	1	3	1	1	1	0	0	1	0	0	0	0	0	0	1	null	null	Casual wage	Tap	Nothing	0	1-10	1	1	1	1	1	0	1	1	Education foundation	1	1	1	1	1	1	1	11	38	0	1	0	1	0	0	2	11	Male	47	Some primary / secondary	0	2	5	0	0	0	0	null	Letter	1	1	Silabi sahili	null	null	Addition	1	1	1	1	1	Korogwe Mjini	4	Tanga	22	4	3	1	1	1	Public	1	12,272	181.353	10	20	45	Letter	0	0	Silabi sahili	0	0	Addition	1	1	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,213,003	Rukwa	1,213	3	1	1	37	Some primary	1	0	3	3	6	Stone/Bricks	Paraffin	0	0	2	0	1	1	0	0	1	0	0	0	0	0	0	RADIO	RFA	null	Farming	Tap	Nothing	0	null	0	0	1	1	0	0	1	1	Education foundation	0	null	null	null	null	1	1	12	35	0	1	0	1	0	0	3	7	Male	32	Some primary / secondary	0	0	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	Mpanda Mji	23	Katavi	82	5	4	0	2	0	null	0	10,681	47.6143	17	39	45	Letter	0	0	Silabi sahili	0	0	Numbers	1	1	HDX	2026-04-06
TZ14	1,105	Ludewa	1,179,007	Iringa	1,179	7	1	1	70	Some primary	null	1	1	1	2	Mud	Paraffin	0	1	2	0	1	0	0	0	0	0	0	0	0	0	0	null	BEST	null	Farming	River/lake	Nothing	0	1-10	null	null	null	null	0	0	0	1	Education foundation	0	0	0	null	null	1	1	11	2	0	0	0	1	0	0	2	12	Female	20	Some primary / secondary	0	0	4	0	1	0	0	null	Nothing	0	0	Hajui	0	0	Subtraction	1	0	0	1	1	Ludewa	22	Njombe	241	5	5	0	2	1	Public	null	26,137	92.8478	13	64	45	Nothing	0	0	Hajui	0	0	Subtraction	0	0	HDX	2026-04-06
TZ14	1,906	Geita	1,298,003	Mwanza	1,298	3	1	1	39	Some primary	1	0	3	6	9	Mud	Paraffin	1	1	1	0	1	1	0	0	1	0	0	0	0	0	0	null	null	null	Farming	Well	Filter	0	1-10	0	1	1	1	1	0	1	1	Education foundation	0	null	0	0	0	1	1	10	30	1	1	0	1	0	0	2	13	Female	34	Some primary / secondary	0	0	null	0	0	0	0	3	Nothing	0	0	Hadithi	1	1	Multiplication	1	1	1	1	1	Mbogwe	25	Geita	161	5	6	0	2	1	Private	1	115,933	387.171	15	59	45	Nothing	0	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,105	Ludewa	627,012	Iringa	627	12	2	2	39	Some primary	1	0	4	2	6	Stone/Bricks	Electricity	0	1	3	1	1	1	0	0	1	0	0	0	0	0	0	GAZETI	EBONI	ITV	Farming	Well	Boil	0	null	0	1	1	1	0	0	1	1	Education foundation	0	null	1	0	1	1	1	8	2	0	1	0	1	0	0	1	9	Female	39	Some primary / secondary	0	1	3	0	1	0	0	1	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Mafinga Mji	11	Iringa	32	5	2	1	2	1	Public	0	26,137	75.4388	16	64	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,401	Nzega	762,018	Tabora	762	18	2	2	47	null	null	0	6	5	11	Mud	Paraffin	0	1	3	0	0	0	0	0	1	0	1	1	1	0	0	RADIO	VOT	null	Farming	Well	Filter	0	null	0	0	0	0	0	0	0	null	Education foundation	0	null	null	0	0	1	1	3	0	0	0	0	1	0	0	2	9	Male	47	Some primary / secondary	0	0	3	0	0	0	0	3	Word	null	null	Aya	null	null	Addition	1	1	1	1	1	Nzega	14	Tabora	21	6	7	0	2	1	Public	1	74,609	605.8	14	26	45	Word	0	0	Aya	0	0	Addition	1	1	HDX	2026-04-06
TZ14	1,801	Karagwe	957,003	Kagera	957	3	2	1	45	Some primary	null	0	4	5	9	Mud	Other	0	0	2	0	1	0	0	0	0	0	0	0	1	0	0	null	null	null	Farming	null	Nothing	0	null	0	1	1	1	1	1	1	1	Education foundation	0	0	0	0	0	1	1	10	3	0	0	0	1	0	0	2	8	Male	38	Some primary / secondary	0	1	1	0	1	0	0	1	Letter	0	0	Neno	0	0	Numbers	null	null	null	null	null	Karagwe	18	Kagera	161	5	4	0	1	1	Public	0	89,679	1,051.79	14	18	45	Letter	0	0	Neno	0	0	Numbers	0	0	HDX	2026-04-06
TZ14	1,205	Ileje	649,018	Mbeya	649	18	null	2	36	Some primary	null	0	null	4	4	Stone/Bricks	Other	0	1	3	0	0	0	0	0	0	0	0	0	0	0	0	RADIO	TBC	ITV	Farming	River/lake	Boil	0	null	0	0	0	0	1	0	1	1	Education foundation	0	0	1	0	0	1	1	8	47	0	1	0	1	0	0	3	7	Female	null	null	0	0	2	0	1	0	0	3	Nothing	null	null	Hadithi	1	1	Addition	1	1	1	1	1	Ileje	12	Mbeya	131	5	3	0	null	1	Public	1	27,114	500.856	8	20	45	Nothing	0	0	Hadithi	1	1	Addition	1	1	HDX	2026-04-06
TZ14	1,701	Bariadi	1,229,014	Shinyanga	1,229	14	1	1	43	Some primary	1	0	4	7	11	Mud	Other	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	RADIO	TBC	null	Farming	River/lake	Nothing	0	null	0	0	0	0	0	0	0	1	Education foundation	0	null	null	0	0	1	1	5	32	0	0	0	1	0	0	4	10	Female	null	null	0	0	null	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	Bariadi	24	Simiyu	51	5	4	0	null	1	Private	1	86,513	376.021	17	40	45	Word	0	0	Aya	0	0	Addition	1	1	HDX	2026-04-06
TZ14	903	Masasi	544,016	Mtwara	544	16	3	1	46	Some primary	null	0	2	2	4	Mud	Paraffin	0	1	3	0	1	0	0	0	1	0	0	1	0	0	0	null	null	null	Farming	Tap	Nothing	0	null	0	0	0	1	1	0	1	1	null	0	0	0	0	0	null	1	8	36	0	1	0	1	0	0	1	11	Male	36	Some primary / secondary	0	0	5	0	1	0	0	null	Letter	null	null	Neno	null	null	Addition	1	1	1	1	1	Masasi	9	Mtwara	221	5	2	0	2	1	Public	1	33,984	203.323	19	26	45	Letter	0	0	Neno	0	0	Addition	1	1	HDX	2026-04-06
TZ14	703	Temeke	451,018	Dar Es Salaam	451	18	2	2	45	Some primary	1	0	4	4	8	Stone/Bricks	Paraffin	0	1	3	0	0	1	0	0	0	0	0	0	0	0	0	GAZETI	null	null	null	Spring	Nothing	0	1-10	0	1	0	1	0	0	1	1	Education foundation	0	null	0	0	0	1	1	9	43	0	0	0	1	0	0	3	12	Female	45	Some primary / secondary	0	2	6	1	0	0	0	1	Word	null	null	Hadithi	1	0	Multiplication	1	1	1	1	1	Temeke	7	Dar-es-salaam	262	5	3	0	2	1	Private	0	190,072	1,702.33	11	30	45	Word	0	0	Hadithi	1	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,906	Geita	1,295,009	Mwanza	1,295	9	1	1	38	Some primary	null	0	10	9	19	Stone/Bricks	Solar	0	1	2	1	1	1	0	0	1	1	1	1	1	1	0	1	null	null	Farming	Well	Boil	0	1-10	0	0	1	1	1	0	1	1	Education foundation	0	null	1	0	1	1	1	6	33	1	0	0	0	1	0	4	8	Male	28	Some primary / secondary	1	0	null	0	1	1	0	null	Nothing	0	0	Silabi sahili	0	0	Values	0	0	1	0	0	Mbogwe	25	Geita	153	5	10	1	2	0	null	0	115,933	322.643	18	59	45	Nothing	0	0	Silabi sahili	0	0	Values	0	1	HDX	2026-04-06
TZ14	1,704	Kahama	905,020	Shinyanga	905	20	2	1	40	Some primary	1	0	1	11	12	Mud	Paraffin	0	1	2	0	0	1	0	0	1	0	1	1	1	0	0	null	TBC	null	Farming	Well	Nothing	0	1-10	0	0	0	0	0	0	1	1	Education foundation	0	null	0	0	0	1	1	3	40	0	0	0	1	1	0	5	15	Female	null	Some primary / secondary	0	0	null	0	0	0	0	null	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Kahama	17	Shinyanga	61	5	5	0	2	1	Private	null	102,533	529.794	13	44	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	502	Morogoro	267,001	Morogoro	267	1	1	1	84	Some primary	1	0	3	2	5	Mud	Paraffin	1	0	3	0	1	1	0	0	1	0	0	0	1	0	0	null	TBC TAIFA	null	Farming	Tap	Nothing	0	null	0	0	0	1	1	0	1	1	Education foundation	0	null	null	null	null	1	1	1	31	0	1	0	1	0	0	1	12	Female	42	Some primary / secondary	0	1	5	0	0	0	0	2	Letter	null	null	Hadithi	0	1	Subtraction	1	0	1	1	1	Morogoro	5	Morogoro	101	5	2	0	1	1	Public	0	56,519	596.589	14	20	45	Letter	0	0	Hadithi	0	1	Subtraction	0	1	HDX	2026-04-06
TZ14	1,801	Karagwe	953,018	Kagera	953	18	2	1	46	Some primary	null	0	3	5	8	Stone/Bricks	Electricity	1	1	3	0	1	1	1	1	1	1	0	0	0	0	0	null	null	null	null	null	Boil	1	null	1	1	1	0	null	0	0	1	Helps to grow	0	0	0	0	0	2	2	2	2	0	1	0	0	0	0	3	12	Male	35	Some primary / secondary	0	1	3	0	0	0	0	1	Word	1	null	Hadithi	null	1	Multiplication	1	1	1	1	1	Karagwe	18	Kagera	111	5	5	1	1	1	Private	1	89,679	1,132.7	13	18	45	Word	0	0	Hadithi	0	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,205	Ileje	654,003	Mbeya	654	3	2	1	40	Some primary	null	0	4	2	6	Stone/Bricks	Solar	1	1	2	0	1	0	0	0	0	0	0	1	1	0	0	null	null	null	Farming	null	Nothing	1	null	0	0	0	0	0	0	0	1	Education foundation	0	0	0	0	0	1	1	9	31	0	0	0	0	0	0	1	12	Male	34	Some primary / secondary	0	0	null	0	0	0	1	1	Nothing	null	null	Hajui	null	null	Nothing	0	0	1	1	1	Ileje	12	Mbeya	181	5	4	1	2	0	null	0	27,114	445.205	9	20	45	Nothing	0	0	Hajui	0	0	Nothing	0	1	HDX	2026-04-06
TZ14	306	Moshi Urban	142,007	Kilimanjaro	142	7	1	1	75	Some primary	1	null	6	5	11	null	Electricity	1	1	2	1	1	1	0	0	0	0	0	1	0	0	0	null	null	null	Own business	Tap	Nothing	0	1-10	0	1	0	1	0	0	0	1	Education foundation	0	null	0	0	0	1	1	1	21	0	0	0	0	0	0	1	8	Female	24	Post secondary	0	1	2	0	1	0	0	1	Nothing	0	0	Aya	1	null	Values	1	null	1	1	1	Moshi Manispaa	3	Kilimanjaro	92	5	1	1	3	1	Public	0	35,972	421.894	14	18	45	Nothing	0	0	Aya	0	0	Values	0	1	HDX	2026-04-06
TZ14	409	Korogwe Urban	245,003	Tanga	245	3	1	2	40	null	1	0	5	6	10	Stone/Bricks	Paraffin	0	1	2	0	0	1	0	0	0	0	0	0	0	0	0	null	null	null	Casual wage	River/lake	Boil	0	null	0	1	1	1	1	0	1	1	Education foundation	0	null	null	0	0	1	1	8	29	0	1	0	1	0	0	5	15	Male	40	Some primary / secondary	0	0	null	0	0	0	1	null	Nothing	null	null	Hajui	null	null	Nothing	1	null	null	null	null	Korogwe Mjini	4	Tanga	22	6	5	0	1	0	null	0	12,272	259.076	7	20	45	Nothing	0	0	Hajui	0	0	Nothing	1	1	HDX	2026-04-06
TZ14	1,102	Mufindi	600,011	Iringa	600	11	1	1	34	Some primary	1	0	3	3	6	Stone/Bricks	Solar	0	0	2	0	1	1	0	0	1	0	0	0	0	0	0	null	null	null	Farming	River/lake	Boil	0	1-10	1	1	1	1	1	0	1	1	Education foundation	0	0	1	0	0	null	null	8	0	1	0	0	1	0	0	1	7	Male	32	Some primary / secondary	0	0	null	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	Mufindi	11	Iringa	141	5	2	1	2	1	Private	0	66,412	701.016	14	20	45	Letter	0	0	Neno	0	0	Numbers	0	0	HDX	2026-04-06
TZ14	1,803	Muleba	972,010	Kagera	972	10	2	1	42	Some primary	null	0	4	3	7	Mud	Paraffin	1	1	3	0	0	1	0	0	0	0	0	0	0	0	0	null	null	null	Farming	Spring	Boil	0	1-10	1	0	1	1	0	0	0	1	Education foundation	0	0	0	0	0	1	1	9	17	0	1	0	1	0	0	3	11	Male	35	null	1	0	null	1	1	1	0	null	Word	null	0	Hadithi	null	1	Addition	null	1	1	1	1	Muleba	18	Kagera	171	5	5	0	null	0	null	null	75,538	715.567	13	24	45	Word	0	0	Hadithi	0	1	Addition	1	1	HDX	2026-04-06
TZ14	409	Korogwe Urban	244,010	Tanga	244	10	2	2	46	Some primary	1	0	3	1	4	Stone/Bricks	Paraffin	1	1	3	0	0	1	0	0	0	0	0	0	0	0	0	1	null	null	Own business	Tap	Boil	0	1-10	1	0	1	1	1	0	1	1	Education foundation	0	0	0	0	0	1	1	4	15	0	1	0	1	0	0	2	9	Male	46	Some primary / secondary	1	2	null	1	1	1	0	null	Word	0	0	null	null	null	Multiplication	1	1	1	1	1	Korogwe Mjini	4	Tanga	22	5	3	0	2	0	null	0	12,272	139.502	13	20	45	Word	0	0	Aya	0	0	Multiplication	1	1	HDX	2026-04-06
TZ14	1,505	Mpanda Mjini	1,217,009	Rukwa	1,217	9	1	1	30	Some primary	1	0	4	1	5	Mud	Solar	0	1	3	0	1	1	0	0	1	0	0	0	0	0	0	RADIO	TBC	null	Farming	Well	Filter	1	null	0	0	0	0	1	0	1	null	Education foundation	0	null	null	0	0	1	1	4	10	0	1	0	1	0	0	3	10	Female	32	Some primary / secondary	0	1	3	1	0	0	0	4	Nothing	null	null	Hadithi	1	1	Multiplication	1	1	1	1	1	Mpanda Mji	23	Katavi	82	5	3	1	2	1	Public	0	10,681	44.9691	18	39	45	Nothing	0	0	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	2,103	Mbulu	1,138,001	Manyara	1,138	1	2	2	40	null	null	0	3	7	10	Iron sheet	Paraffin	0	1	3	0	0	0	0	0	0	0	0	1	1	1	0	radio	tbc1	null	Farming	Tap	Filter	0	1-10	0	0	1	1	1	0	null	1	Education foundation	0	null	null	0	0	1	1	4	55	0	1	0	1	1	0	4	10	Female	40	Some primary / secondary	0	1	1	0	0	0	0	1	Nothing	null	null	Hajui	null	null	Counting	0	1	1	1	1	Mbulu	21	Manyara	301	6	6	0	1	1	Public	0	38,956	261.674	11	40	45	Nothing	0	0	Hajui	0	0	Counting	1	1	HDX	2026-04-06
TZ14	1,906	Geita	1,295,013	Mwanza	1,295	13	1	1	30	null	null	0	1	3	4	Mud	Other	1	1	2	0	0	0	0	0	1	0	0	0	0	0	0	null	null	null	Farming	Well	Nothing	0	null	0	1	0	0	0	0	0	1	Education foundation	0	null	0	0	0	1	1	2	38	0	0	0	0	1	0	1	11	Male	28	null	1	1	null	0	1	1	0	null	Nothing	null	null	Hajui	null	null	Values	0	1	0	1	1	Mbogwe	25	Geita	153	6	1	0	null	0	null	0	115,933	322.643	18	59	45	Nothing	0	0	Hajui	0	0	Values	1	0	HDX	2026-04-06
TZ14	401	Lushoto	186,010	Tanga	186	10	2	2	57	Some primary	1	0	3	1	4	Mud	Paraffin	0	1	3	0	1	1	0	0	1	0	0	1	1	0	0	null	1	null	Farming	Tap	Boil	0	null	0	1	1	0	1	0	1	1	Education foundation	0	null	0	0	0	1	1	4	50	0	1	0	1	0	0	1	11	Male	40	Some primary / secondary	0	1	3	0	1	0	0	1	Nothing	0	null	Silabi sahili	0	null	Nothing	1	1	1	1	1	Lushoto	4	Tanga	131	5	2	0	2	1	Public	0	91,934	887.961	17	18	45	Nothing	0	0	Silabi sahili	0	0	Nothing	1	1	HDX	2026-04-06
TZ14	1,503	Nkasi	824,002	Rukwa	824	2	1	1	null	Some primary	1	0	3	3	6	Iron sheet	Other	0	1	3	0	0	1	0	0	0	0	0	0	0	0	0	null	null	null	Casual wage	null	Boil	0	null	0	1	1	1	1	0	1	1	null	1	0	1	1	1	1	1	12	50	0	1	0	1	0	0	1	13	Male	42	Some primary / secondary	0	1	6	0	1	0	0	1	Story	1	1	Hadithi	1	1	Multiplication	1	1	1	1	1	Nkasi	15	Rukwa	61	5	3	0	2	1	Private	0	41,965	206.03	14	43	45	Story	1	1	Hadithi	1	1	Multiplication	1	1	HDX	2026-04-06
TZ14	1,003	Mbinga	557,005	Ruvuma	557	5	1	1	46	Some primary	null	0	2	2	4	Stone/Bricks	Paraffin	1	1	2	0	0	0	0	0	0	0	0	0	0	0	0	GAZETI	TBC	null	Farming	Spring	Treatment	0	null	0	0	0	0	null	0	1	1	Education foundation	0	null	0	0	0	1	1	11	0	0	0	0	1	0	0	2	12	Female	36	Some primary / secondary	0	0	4	0	0	0	0	2	Nothing	1	1	Silabi sahili	1	1	Numbers	1	null	null	1	1	Nyasa	10	Ruvuma	31	5	4	0	2	1	Public	0	84,763	286.638	19	46	45	Nothing	0	0	Silabi sahili	0	0	Numbers	1	1	HDX	2026-04-06
TZ14	1,705	Bukombe	1,314,016	Shinyanga	1,314	16	1	1	39	Some primary	1	0	4	2	6	Stone/Bricks	Paraffin	1	1	2	0	1	1	0	0	1	0	0	0	0	0	0	null	null	null	Own business	Well	Filter	0	null	0	0	0	0	0	0	1	1	Education foundation	0	0	null	0	0	1	1	9	48	0	0	0	1	0	0	1	11	Male	24	Some primary / secondary	0	0	4	1	1	0	0	1	Paragraph	0	null	Hadithi	1	null	Multiplication	1	null	null	1	1	Bukombe	25	Geita	43	5	1	0	2	1	Public	1	59,802	420.829	12	35	45	Paragraph	0	0	Hadithi	1	0	Multiplication	1	1	HDX	2026-04-06
TZ14	304	Moshi Rural	114,003	Kilimanjaro	114	3	2	2	null	Some primary	1	0	1	2	3	Timber	Solar	1	1	3	0	1	1	0	0	0	0	0	1	1	0	0	null	MARIA	null	Casual wage	Tap	Boil	1	1-10	null	1	0	1	null	0	1	1	Education foundation	0	null	0	0	0	1	1	6	24	0	0	0	1	1	0	1	14	Female	null	Some primary / secondary	0	1	10	1	0	0	0	2	Word	0	0	Hadithi	1	0	Subtraction	null	null	null	1	1	Moshi	3	Kilimanjaro	61	5	1	1	2	1	Public	null	86,106	889.829	11	26	45	Word	0	0	Hadithi	1	0	Subtraction	1	1	HDX	2026-04-06
TZ14	1,206	Mbozi	670,016	Mbeya	670	16	1	1	42	Some primary	1	0	2	6	8	Stone/Bricks	Paraffin	0	1	2	0	1	1	0	0	1	0	0	1	1	0	0	null	null	null	Farming	Spring	Nothing	1	null	0	0	0	1	1	0	0	1	Education foundation	0	null	0	0	1	1	1	3	47	0	1	0	1	0	0	1	14	Male	37	Some primary / secondary	0	1	6	0	1	0	0	2	Word	null	null	Hadithi	1	1	Multiplication	1	0	1	1	1	Mbozi	12	Mbeya	131	5	4	0	2	1	Public	0	120,818	671.211	14	38	45	Word	0	0	Hadithi	1	1	Multiplication	0	1	HDX	2026-04-06
TZ14	1,903	Nyamagana	1,010,002	Mwanza	1,010	2	1	2	47	Post secondary	1	0	5	5	10	Stone/Bricks	Electricity	1	1	3	1	1	1	0	1	1	1	0	0	1	0	0	null	RFA	ITV	Formal wage	Tap	Filter	0	null	1	1	null	1	1	0	0	1	Education foundation	0	null	0	0	0	1	1	4	24	0	0	1	0	0	1	2	14	Male	47	Post secondary	0	2	8	0	1	0	0	2	Story	null	1	Hadithi	null	1	Multiplication	1	1	1	1	1	Nyamagana Manispaa	19	Mwanza	112	1	3	1	5	1	Private	0	49,879	418.807	16	22	45	Story	0	1	Hadithi	0	1	Multiplication	1	1	HDX	2026-04-06

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Learning levels in Tanzania (2014) | Africa (original)

Size category: 10K<n<100K - Formats: parquet - Sector: education - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Education datasets help researchers study access, participation, attainment, learning systems, staffing, and infrastructure.

Dataset context from the existing Hugging Face card: Learning levels in Tanzania (2014) Publisher: Uwezo at Twaweza East Africa (inactive) · Source: HDX · License: cc-by · Updated: 2025-02-19 Abstract These datasets contains data relevant to learner achievement in Tanzania. This ranges from school enrollment, socioeconomic indicators, school infrastructure among others. Each row in this dataset represents subnational administrative unit observations. Data was last updated on HDX on 2025-02-19. Geographic scope: TZA.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-learning-levels-in-tanzania-2014.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-learning-levels-in-tanzania-2014`
Sector	education
Topic tags	humanitarian, hdx, electric-sheep-africa, tza
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`10K<n<100K`
Countries	Tanzania
ISO3 coverage	`TZA`
Last modified on HF	`2026-04-06 03:18:54+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-learning-levels-in-tanzania-2014")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: original
Publisher/source attribution: original
License: CC BY 4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-learning-levels-in-tanzania-2014
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_africa_learning_levels_in_tanzania_2014_2026,
  title        = {Learning levels in Tanzania (2014) | Africa (original)},
  author       = {original},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-learning-levels-in-tanzania-2014},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-learning-levels-in-tanzania-2014}}
}

License

Released under CC BY 4.0.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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Collections including electricsheepafrica/africa-learning-levels-in-tanzania-2014

Africa · Education

Collection

Education access, attainment, and quality for Africa. Sources: UNESCO, World Bank, DHS. Enrollment, literacy, teacher ratios. • 101 items • Updated Apr 20

Tanzania · Country Data Coverage

Collection

202 official ML-ready Tanzania open-data resources from Tanzania NBS and TNADA, repackaged by Electric Sheep Africa. • 255 items • Updated Jul 21