Datasets:

electricsheepafrica
/

africa-learning-levels-in-uganda-2014

id_database string	id_district int64	id_districtcodeold int64	id_districtname string	id_districtnameold string	id_hh int64	id_region int64	id_regionname string	id_village int64	hhno int64	answering_person string	hh_gender string	hh_edu_raw float64	household_visited int64	home_language string	hh_size int64	hh_males float64	hh_females float64	house_wall string	house_lighting string	asset_toilet int64	mealsperday float64	eat_veg int64	eat_fruit int64	drink_milk float64	asset_tv int64	asset_radio int64	asset_phone int64	asset_car int64	asset_motorbike int64	asset_bicycle int64	asset_cattle int64	asset_sheep_goat int64	asset_pig int64	water_source string	treat_water float64	h201_2 int64	h201_3 int64	h201_4 int64	h201_5 int64	h201_6 int64	h201_7 int64	h301 float64	h301other string	h302 float64	h302other string	h303 float64	h303other string	h304 float64	h305other float64	h306_1 int64	h306_2 int64	h305_3 int64	h1600 int64	h1700 int64	childno int64	age int64	gender int64	biological_parents float64	h600 float64	disability float64	mothers_toschool float64	mothers_edu_raw float64	grade float64	schooltype string	tuition int64	schoolmatch int64	completed int64	neverenrolled int64	dropout int64	attendyesterday float64	mathteachyesterday float64	testsample float64	english float64	english1 float64	english2 float64	locallanguage float64	math string	bonus1 float64	bonus2 float64	h1500right float64	h1501left float64	sub_location string	asset_elec int64	asset_water int64	mothers_edu string	enr_ans int64	hh_edu string	hh_children int64	weight float64	region_code int64	district_nohhlds int64	nohhldsinea int64	noeasindistrict int64	nodistricts int64	english_imputed int64	english1_imputed int64	english2_imputed int64	math_imputed string	bonus1_imputed int64	bonus2_imputed int64	esa_source string	esa_processed string
UG14	304	304	Gulu	GULU	339,003	3	Nothern	339	3	HH head	Male	1	0	Local	5	1	4	Mud	Paraffin	1	2	0	0	5	0	1	1	0	0	1	0	0	0	Borehole	4	0	0	0	0	0	1	1	MEGA	5	999	5	999	1	null	0	0	1	1	1	1	16	1	1	2	1	1	5	null	null	0	0	0	0	1	0	0	2	5	1	1	null	Divide	1	1	1	1	AIRFIELD LCI ''A''	0	1	Primary	0	Primary	1	411.224	3	58,291	18	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	402	402	Bushenyi	BUSHENYI	646,003	4	Western	646	3	HH head	Female	5	0	Local	4	1	3	Mud	Paraffin	1	2	1	1	3	0	0	1	0	0	0	0	1	1	Well	1	0	1	0	0	1	1	5	999	5	999	5	999	5	null	0	0	0	1	1	1	12	1	1	3	0	1	7	4	Government	0	1	0	0	0	1	1	2	3	null	null	null	Divide	1	1	1	1	KYEIGOMBE B	0	0	Primary	1	null	1	1,210.328	4	142,970	15	30	21	3	0	0	Divide	1	1	HDX	2026-04-07
UG14	102	102	Kampala	KAMPALA	43,008	1	Central	43	8	Other adult	Female	2	0	Local	10	7	3	Stone/Bricks	Paraffin	1	1	1	1	4	0	0	1	0	0	0	0	0	0	Well	1	1	0	0	1	1	0	5	null	5	null	5	null	5	null	0	0	0	1	1	6	15	2	0	3	0	0	null	null	null	0	0	0	0	1	null	null	null	null	null	null	null	null	null	null	null	null	WATER PUMP ''A''	0	0	null	0	Secondary	6	1,647.447	1	306,178	12	59	21	5	0	0	Multiplication	1	1	HDX	2026-04-07
UG14	408	408	Kisoro	KISORO	625,002	4	Western	625	2	Spouse	Female	5	0	Local	8	0	6	Mud	Paraffin	1	3	1	1	5	0	1	1	0	0	1	0	1	0	Pipe	1	0	0	0	0	0	1	1	MUHABURA	5	null	5	null	5	null	0	0	0	1	1	2	11	2	2	0	1	1	1	3	Government	0	0	0	0	0	0	1	3	2	null	null	null	Counting	0	0	1	1	GAPFURIZO ''B''	0	1	Primary	1	null	4	440.2449	4	48,537	14	30	21	2	0	0	Counting	0	0	HDX	2026-04-07
UG14	109	109	Nakasongola	NAKASONGOLA	725,018	1	Central	725	18	HH head	Female	5	0	Local	12	4	8	Mud	Paraffin	1	2	0	0	1	0	1	1	0	0	0	1	1	0	River	1	0	0	0	1	1	1	1	KITAARA	5	999	5	999	5	null	0	0	0	1	1	1	11	1	2	2	0	0	null	2	Government	0	0	0	0	0	0	0	1	2	2	2	null	Nothing	0	0	1	1	BUJAABE	0	0	null	1	null	3	249.4945	1	25,542	13	30	21	2	0	0	Nothing	0	0	HDX	2026-04-07
UG14	303	303	Arua	ARUA	476,007	3	Nothern	476	7	null	Male	1	0	Local	17	7	10	Stone/Bricks	Paraffin	1	1	1	1	5	0	1	1	0	1	1	0	1	0	Borehole	4	0	0	0	0	0	1	1	PACIS	5	null	4	NTV	5	null	0	0	0	0	0	2	10	1	2	null	0	0	null	3	Private	0	0	0	0	0	1	0	2	1	null	null	null	Addition	1	1	1	1	KULUA	0	1	null	1	Primary	5	522.2363	3	74,027	18	30	21	1	0	0	Addition	1	1	HDX	2026-04-07
UG14	419	419	Kiruhura	KIRUHURA	685,018	4	Western	685	18	Other adult	null	1	0	Local	3	0	1	Mud	Paraffin	1	1	0	0	4	0	1	0	0	0	0	0	0	0	Well	1	0	0	0	0	0	0	1	RADIO WEST	5	null	5	5	null	null	0	0	0	0	0	2	6	1	2	1	0	1	3	1	Government	0	1	0	0	0	0	1	null	1	null	null	null	Counting	null	null	null	null	AKAJUMBURA ''B''	0	0	Primary	1	Primary	3	285.0159	4	40,401	18	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	129,006	2	Eastern	129	6	Other adult	Female	2	0	Local	5	3	2	Stone/Bricks	Paraffin	1	3	0	0	5	0	1	0	0	0	1	0	1	0	Borehole	3	0	0	0	1	0	0	1	NBS	5	999	5	999	5	999	0	0	0	1	1	1	8	2	2	null	0	1	2	3	Government	0	1	0	0	0	1	1	1	1	null	null	null	Nothing	0	0	1	1	MAKANDWA CENTRAL ''B''	0	1	Primary	1	Secondary	4	1,229.564	2	106,511	11	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	309	309	Moyo	MOYO	446,015	3	Nothern	446	15	Spouse	Male	1	0	Local	10	4	6	Stone/Bricks	Paraffin	1	2	1	0	5	0	1	0	0	1	1	1	1	0	Borehole	4	0	0	0	1	0	0	1	TBS	4	null	4	null	4	null	0	0	0	1	1	7	13	2	1	2	null	0	null	5	Government	0	1	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	ITTIA ''A''	0	1	null	1	Primary	7	353.034	3	38,922	14	30	21	4	0	0	Multiplication	1	1	HDX	2026-04-07
UG14	109	109	Nakasongola	NAKASONGOLA	707,003	1	Central	707	3	Spouse	Female	1	0	Local	3	0	1	Stone/Bricks	Paraffin	1	3	1	1	5	0	1	1	0	1	1	1	1	1	Borehole	1	0	0	0	1	1	0	1	UBC	5	999	5	99	5	999	0	0	0	1	1	1	12	2	null	1	0	1	5	5	Government	0	1	0	0	0	1	1	1	5	null	null	null	Divide	1	1	1	1	MAYIRIKITI	0	1	Primary	1	Primary	1	216.2286	1	25,542	15	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	177,014	2	Eastern	177	14	HH head	Male	5	0	Local	8	1	7	Stone/Bricks	Electricity	0	1	1	1	5	0	0	0	0	0	0	1	1	1	Spring	4	0	0	0	1	0	0	5	999	5	999	5	999	5	999	0	0	0	1	1	2	9	1	2	null	0	0	null	2	Government	0	1	0	0	0	0	null	4	2	null	null	null	Counting	0	0	1	1	KINOMU	1	0	null	1	null	4	548.9374	2	73,489	17	30	21	2	0	0	Counting	0	0	HDX	2026-04-07
UG14	114	114	Lyantonde	LYANTONDE	826,005	1	Central	826	5	Spouse	Female	1	0	Local	4	0	2	Mud	Paraffin	1	3	1	0	1	0	1	0	0	0	1	1	1	0	Well	1	0	0	0	0	0	1	1	FIVE	5	null	5	null	5	null	0	0	1	0	0	2	15	1	2	3	0	0	null	1	Private	0	0	0	0	0	1	0	null	5	1	1	5	Divide	1	null	1	null	KAGARA	0	0	null	1	Primary	2	153.7037	1	14,525	12	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	137,006	2	Eastern	137	6	HH head	Female	1	0	Local	4	1	3	Stone/Bricks	Paraffin	0	1	1	1	3	0	0	0	0	0	0	0	1	0	Borehole	3	0	0	0	1	0	0	5	null	5	null	5	null	5	5	0	0	0	0	0	2	12	1	2	0	0	1	4	4	Government	0	0	0	0	0	1	1	1	2	null	null	null	Subtraction	1	1	1	1	NABINYONYI ''A''	0	1	Primary	1	Primary	3	795.6003	2	106,511	17	30	21	2	0	0	Subtraction	1	1	HDX	2026-04-07
UG14	109	109	Nakasongola	NAKASONGOLA	707,018	1	Central	707	18	Spouse	Female	1	0	Local	7	4	3	Mud	Paraffin	1	3	0	0	5	0	1	1	0	0	1	1	1	1	Borehole	3	0	1	0	1	1	1	1	UBC	5	999	5	999	5	999	0	0	0	1	1	1	12	2	2	null	0	1	5	4	Private	0	0	0	0	0	1	1	1	4	null	null	null	Divide	null	1	1	1	MAYIRIKITI	0	1	Primary	1	Primary	3	216.2286	1	25,542	15	30	21	4	0	0	Divide	1	1	HDX	2026-04-07
UG14	109	109	Nakasongola	NAKASONGOLA	713,013	1	Central	713	13	null	Female	1	0	Local	7	5	2	Stone/Bricks	Paraffin	1	2	0	0	5	0	0	0	0	0	0	0	0	0	Borehole	4	0	0	0	0	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	3	10	1	1	0	0	1	4	3	Government	0	1	0	0	0	1	1	1	3	2	2	null	Subtraction	1	1	1	1	NALUKONGE	0	1	Primary	1	Primary	4	249.4945	1	25,542	13	30	21	3	0	0	Subtraction	1	1	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	137,011	2	Eastern	137	11	Spouse	Female	2	0	Local	6	3	3	Stone/Bricks	Paraffin	0	1	1	1	3	0	1	1	0	0	1	1	1	0	Borehole	4	0	0	0	1	0	0	5	null	5	null	5	null	5	null	0	0	0	0	0	3	9	2	2	3	0	1	1	1	Private	0	0	0	0	0	1	0	1	3	null	null	null	Numbers	1	1	null	1	NABINYONYI ''A''	0	1	Primary	1	Secondary	3	795.6003	2	106,511	17	30	21	3	0	0	Numbers	1	1	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	567,019	4	Western	567	19	HH head	Female	2	0	Local	9	5	4	null	Electricity	1	3	1	1	4	0	0	1	0	0	0	0	0	0	Pipe	1	0	0	0	1	0	1	5	999	5	999	5	999	5	999	0	0	0	1	1	1	9	2	2	3	0	1	1	3	Private	1	0	0	0	0	1	1	2	5	1	1	null	Divide	1	1	1	1	NYAKATONZI ''B''	1	1	Primary	1	Secondary	2	738.2932	4	98,839	17	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	303	303	Arua	ARUA	463,018	3	Nothern	463	18	HH head	Male	1	0	Local	7	3	4	Stone/Bricks	Paraffin	1	3	1	0	3	0	1	0	0	0	1	1	1	1	Spring	4	0	0	0	1	0	1	1	PACIS	5	null	4	BTN	5	null	0	0	1	0	0	2	10	2	2	0	0	1	5	4	Government	0	0	0	0	0	1	1	3	3	null	null	null	Subtraction	1	1	1	1	KASUA ''B''	0	0	Primary	1	Primary	4	587.5159	3	74,027	16	30	21	3	0	0	Subtraction	1	1	HDX	2026-04-07
UG14	315	315	Amolatar	AMOLATAR	420,009	3	Nothern	420	9	HH head	Female	1	0	Local	4	0	2	Mud	Other	1	2	0	0	1	0	1	0	0	0	0	0	0	0	Borehole	4	0	0	0	1	0	1	1	UNITY 97.7	5	99	5	99	5	null	0	0	0	0	0	1	7	1	1	1	0	1	4	1	Private	1	0	0	0	0	1	1	1	2	null	null	1	Multiplication	1	1	1	1	OTIKE	0	1	Primary	1	Primary	1	191.8144	3	19,637	13	30	21	2	0	0	Multiplication	1	1	HDX	2026-04-07
UG14	208	208	Kumi	KUMI	252,014	2	Eastern	252	14	Spouse	Female	1	1	Local	7	3	4	Mud	Paraffin	0	2	1	1	4	0	0	0	0	0	1	0	0	1	Spring	4	0	1	1	1	0	0	5	null	5	null	5	null	5	999	0	0	0	1	1	1	10	1	1	null	0	1	3	3	Government	0	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	OKOUBA ''C''	0	0	Primary	1	Primary	4	393.4417	2	52,672	17	30	21	2	0	0	Addition	0	0	HDX	2026-04-07
UG14	408	408	Kisoro	KISORO	621,020	4	Western	621	20	HH head	Female	null	0	Local	11	7	4	Stone/Bricks	Paraffin	1	2	1	1	5	0	1	0	0	0	1	0	1	1	Pipe	1	0	0	0	1	0	1	1	KISORO FM	5	999	5	999	5	999	0	0	1	1	1	2	7	1	2	null	0	0	4	3	Private	0	0	0	0	0	1	1	3	5	1	1	null	Divide	1	1	1	1	SHOZI ''A''	0	1	Primary	1	null	2	513.6191	4	48,537	12	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	215	215	Sironko	SIRONKO	227,010	2	Eastern	227	10	null	Female	1	0	Local	6	3	3	Mud	Paraffin	1	1	1	1	5	0	1	1	0	0	0	1	0	0	Spring	2	0	0	0	0	1	0	1	OPG	5	999	5	999	5	999	0	0	0	1	1	4	10	1	2	1	0	1	7	3	Private	0	0	0	0	0	1	1	null	2	null	null	null	Numbers	0	0	1	1	MAGGA	0	0	Primary	1	Primary	5	475.1252	2	67,349	18	30	21	2	0	0	Numbers	0	0	HDX	2026-04-07
UG14	303	303	Arua	ARUA	467,016	3	Nothern	467	16	Other adult	Male	1	0	Local	6	0	4	Mud	Paraffin	0	3	1	1	3	0	0	1	0	0	1	0	0	0	River	1	0	0	0	1	0	1	5	null	4	DAILY MONITOR	4	SUPER SPORT 2	5	null	0	0	1	1	1	2	10	1	1	null	0	1	4	null	null	0	0	0	1	0	null	null	3	1	null	null	null	Counting	1	1	1	1	ACHA	0	0	Primary	0	Primary	4	587.5159	3	74,027	16	30	21	1	0	0	Counting	1	1	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	566,006	4	Western	566	6	Spouse	Female	2	0	Local	8	6	2	Stone/Bricks	Electricity	1	3	0	1	3	0	0	1	0	0	0	0	0	0	Pipe	4	0	0	0	1	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	1	7	2	1	3	0	1	4	2	Private	1	0	0	0	0	1	1	1	2	null	null	null	Nothing	1	1	1	1	BASE CAMP LOWER ''B''	1	1	Primary	1	Secondary	4	836.7323	4	98,839	15	30	21	2	0	0	Nothing	1	1	HDX	2026-04-07
UG14	303	303	Arua	ARUA	474,013	3	Nothern	474	13	HH head	Male	1	0	Local	7	5	2	Stone/Bricks	Paraffin	1	2	1	1	1	0	0	0	0	0	1	0	1	1	Borehole	4	1	1	0	1	1	1	5	null	5	null	5	null	5	null	0	0	0	0	0	3	7	2	2	0	0	1	5	1	Government	0	1	0	0	0	1	1	3	1	null	null	null	Counting	0	0	1	1	ARUWE ''A''	0	1	Primary	1	Primary	4	587.5159	3	74,027	16	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	402	402	Bushenyi	BUSHENYI	648,012	4	Western	648	12	null	Male	2	0	Local	6	4	2	Stone/Bricks	Paraffin	1	2	1	1	4	0	1	1	0	0	0	0	1	0	Well	1	0	0	0	1	0	0	1	BUSHENYI FM	5	null	5	null	5	null	0	0	0	1	1	2	11	2	2	0	0	1	7	5	Government	0	1	0	0	0	1	1	2	5	1	1	null	Divide	1	1	1	1	KYABAJOJO	0	0	Primary	1	Secondary	3	1,210.328	4	142,970	15	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	215	215	Sironko	SIRONKO	233,019	2	Eastern	233	19	Spouse	Female	2	0	Local	7	5	2	Mud	Electricity	1	2	1	0	4	1	1	1	0	0	0	0	1	0	Spring	1	0	0	0	1	0	0	1	OPG FM	5	null	1	STEP	5	null	0	0	0	1	1	1	14	2	1	0	0	1	7	8	Private	1	0	1	0	0	1	1	1	5	1	1	null	Divide	1	1	1	1	BUGASHARI B	1	0	Primary	1	Secondary	5	610.8753	2	67,349	14	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	544,002	4	Western	544	2	Spouse	Female	1	0	Local	7	3	4	Mud	Electricity	1	2	1	0	5	0	0	0	0	0	0	0	0	0	Well	3	1	1	0	1	0	0	1	GUIDE RADIO	5	999	5	999	5	null	0	0	0	1	1	1	10	1	2	2	0	0	1	1	Government	0	0	0	0	0	1	1	1	2	null	null	null	Counting	1	1	2	2	KISINGA TRC I ''A''	1	0	Primary	1	Primary	4	627.5493	4	98,839	20	30	21	2	0	0	Counting	1	1	HDX	2026-04-07
UG14	311	311	Nakapiripirit	NAKAPIRIPIRIT	314,011	3	Nothern	314	11	Spouse	Female	1	0	Local	5	1	4	Mud	Other	0	2	1	1	5	0	0	0	0	0	0	0	0	0	Borehole	4	0	0	0	1	0	0	5	null	5	null	5	null	5	null	0	0	0	1	1	1	6	1	2	0	0	1	7	1	Government	0	1	0	0	0	1	1	1	1	null	null	null	Counting	0	0	1	1	KILIMAJARO	0	1	Primary	1	Primary	2	248.127	3	27,356	14	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	114	114	Lyantonde	LYANTONDE	829,003	1	Central	829	3	HH head	Male	4	0	Local	8	4	4	Stone/Bricks	Solar	1	3	1	1	1	1	1	1	0	1	1	1	1	0	Well	1	0	0	0	1	1	0	1	RADIO RUSHERE	4	NEW VISION	5	null	5	null	0	1	1	1	1	1	10	2	null	1	0	0	null	4	Private	0	0	0	0	0	1	1	null	2	null	null	null	Numbers	1	1	1	1	NAKASOZI	1	0	null	1	> Secondary	3	108.4967	1	14,525	17	30	21	2	0	0	Numbers	1	1	HDX	2026-04-07
UG14	208	208	Kumi	KUMI	245,016	2	Eastern	245	16	HH head	Female	1	0	Local	7	4	3	Stone/Bricks	Other	0	3	1	1	5	0	1	1	0	0	0	1	0	0	Well	4	0	0	0	1	0	0	1	continental	5	999	5	999	5	null	0	0	0	1	1	4	10	1	2	0	0	1	4	3	Government	0	1	0	0	0	0	null	2	1	null	null	1	Numbers	0	0	1	1	KODOCHA ''A''	0	0	Primary	1	Primary	4	393.4417	2	52,672	17	30	21	1	0	0	Numbers	0	0	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	155,020	2	Eastern	155	20	HH head	Female	2	0	Local	9	6	3	Stone/Bricks	Paraffin	0	2	1	1	5	0	0	0	0	0	0	0	0	0	Well	4	0	0	0	1	1	1	4	999	4	999	4	999	4	null	0	0	0	1	1	2	11	2	2	0	0	1	9	5	Government	0	1	0	0	0	1	1	1	5	1	1	null	Divide	1	1	1	1	KALALAKA B ''A''	0	0	Secondary	1	Secondary	3	717.8412	2	73,489	13	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	215	215	Sironko	SIRONKO	215,008	2	Eastern	215	8	Spouse	Female	1	0	Local	6	3	3	Stone/Bricks	Electricity	1	2	1	1	1	1	1	1	0	0	0	1	1	0	Pipe	2	0	0	0	1	0	0	1	STEP	4	BUKEDE	1	NTV	5	null	0	1	0	1	1	2	14	1	2	0	0	1	8	4	Government	0	1	0	0	0	1	1	2	3	null	null	null	Subtraction	1	1	1	1	MABALE	1	1	Secondary	1	Primary	2	712.6879	2	67,349	12	30	21	3	0	0	Subtraction	1	1	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	72,015	2	Eastern	72	15	Spouse	Female	5	0	Local	4	1	3	Stone/Bricks	Other	1	2	1	1	5	0	0	0	0	0	1	1	1	0	Well	4	0	0	0	1	0	1	5	999	5	999	5	999	5	999	0	0	0	1	1	1	6	1	2	null	0	0	null	null	null	0	0	0	1	0	null	null	null	1	null	null	null	Nothing	0	0	1	1	NAKYERE-KAWESE ''A''	0	0	null	0	null	2	305.7959	2	33,714	14	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	304	304	Gulu	GULU	345,014	3	Nothern	345	14	Spouse	Female	1	1	Local	5	0	3	Mud	Paraffin	1	2	1	1	5	0	0	0	0	0	0	0	1	1	Borehole	4	0	0	0	0	0	1	4	MEGA FM	5	999	5	999	5	999	0	0	1	1	1	3	8	2	1	null	0	1	4	1	Government	0	0	0	0	0	0	null	4	3	null	null	null	Divide	1	1	1	1	GO-DOWN ''B''	0	1	Primary	1	Primary	3	435.4137	3	58,291	17	30	21	3	0	0	Divide	1	1	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	75,005	2	Eastern	75	5	Spouse	Female	1	0	Local	12	7	5	Stone/Bricks	Paraffin	1	2	1	1	5	0	1	1	0	1	0	1	0	0	Borehole	4	0	0	0	0	0	1	1	NBS	5	null	5	null	5	null	0	0	0	1	1	1	16	2	2	null	0	1	7	6	Government	0	0	0	0	0	1	1	1	3	null	null	null	Divide	1	1	1	1	KIRANGA B	0	1	Primary	1	Primary	7	251.8319	2	33,714	17	30	21	3	0	0	Divide	1	1	HDX	2026-04-07
UG14	318	318	Kaabong	KAABONG	294,013	3	Nothern	294	13	null	Female	5	0	Local	5	1	4	Mud	Other	1	2	1	1	4	0	0	0	0	0	0	0	0	0	null	null	1	1	0	1	1	0	5	99	5	99	5	99	5	null	0	0	0	0	0	2	9	1	2	0	0	0	null	null	null	0	0	0	1	0	null	null	2	1	null	null	null	Counting	0	0	1	1	LOCHOKEI	0	0	null	0	null	2	328.9357	3	49,217	19	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	554,002	4	Western	554	2	HH head	Male	2	0	Local	6	3	3	Stone/Bricks	Electricity	1	2	0	0	5	0	0	1	0	1	0	0	0	0	Pipe	4	0	0	1	1	1	0	5	guide	5	null	5	null	5	null	0	0	0	1	1	4	8	2	2	3	0	1	4	1	Private	0	0	0	0	0	1	1	2	1	null	null	null	Nothing	1	1	1	1	IBANDA I ''A''	1	1	Primary	1	Secondary	4	836.7323	4	98,839	15	30	21	1	0	0	Nothing	1	1	HDX	2026-04-07
UG14	318	318	Kaabong	KAABONG	299,015	3	Nothern	299	15	Other adult	Male	2	1	Local	5	1	4	Mud	Other	0	2	1	0	4	0	0	1	0	0	1	1	0	0	Borehole	1	0	0	0	1	0	0	5	999	5	999	5	999	5	999	0	0	0	1	1	1	10	1	2	null	0	0	null	null	null	0	0	0	1	0	null	null	1	1	null	null	null	Nothing	1	1	1	1	KACHINGA	0	1	null	0	Secondary	2	416.6519	3	49,217	15	30	21	1	0	0	Nothing	1	1	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	163,007	2	Eastern	163	7	Other adult	Female	1	0	Local	9	4	5	Stone/Bricks	Paraffin	1	2	1	0	3	0	1	0	0	0	1	1	1	0	Spring	4	0	0	0	0	0	0	null	null	null	null	null	null	null	null	0	0	0	0	0	4	8	2	2	2	0	1	2	null	null	0	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	NALYETE	0	0	Primary	0	Primary	5	848.3578	2	73,489	11	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	208	208	Kumi	KUMI	245,020	2	Eastern	245	20	HH head	Male	1	0	Local	11	6	5	Stone/Bricks	Other	1	2	1	0	5	0	1	1	0	0	0	0	0	0	Well	4	0	0	0	1	0	0	1	continental	5	999	5	999	5	null	0	0	0	1	1	3	8	1	2	0	0	0	null	3	Government	0	1	0	0	0	0	null	2	2	null	null	1	Nothing	0	0	1	1	KODOCHA ''A''	0	0	null	1	Primary	6	393.4417	2	52,672	17	30	21	2	0	0	Nothing	0	0	HDX	2026-04-07
UG14	109	109	Nakasongola	NAKASONGOLA	706,016	1	Central	706	16	HH head	Female	1	0	Local	6	3	3	Stone/Bricks	Paraffin	1	2	1	1	null	0	0	1	1	0	1	1	0	1	Dam	4	0	0	0	1	1	0	4	null	4	null	4	null	4	null	0	0	0	1	1	2	6	2	1	2	0	1	5	1	Government	0	1	0	0	0	1	null	1	1	null	null	null	Nothing	0	0	1	1	KISWERA-MAINDA	0	0	Primary	1	Primary	3	216.2286	1	25,542	15	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	77,018	2	Eastern	77	18	HH head	Female	5	0	Local	6	1	5	Stone/Bricks	Solar	1	2	1	1	1	0	0	1	0	0	0	1	1	0	Well	4	0	0	0	0	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	3	13	1	2	null	0	1	4	3	Government	0	0	0	0	0	1	1	1	2	null	null	null	Divide	0	0	1	1	NAWAMBIRI	1	0	Primary	1	null	5	329.3187	2	33,714	13	30	21	2	0	0	Divide	0	0	HDX	2026-04-07
UG14	311	311	Nakapiripirit	NAKAPIRIPIRIT	303,003	3	Nothern	303	3	Spouse	Female	5	0	Local	5	3	2	Mud	Other	0	2	1	0	1	0	0	0	0	0	0	1	0	0	Borehole	4	0	1	0	1	0	1	5	null	5	null	5	null	5	999	0	0	0	1	1	2	10	2	1	0	0	0	null	null	null	0	0	0	1	0	null	null	2	1	null	null	null	Nothing	0	0	1	1	KOBEYON ''A''	0	1	null	0	null	4	182.8304	3	27,356	19	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	403	403	Hoima	HOIMA	536,004	4	Western	536	4	HH head	Female	2	0	Local	11	7	3	Stone/Bricks	Electricity	1	3	1	1	1	1	1	1	1	0	1	0	0	0	Borehole	1	0	0	0	0	0	1	1	MARIA	5	999	1	BUNYORO TV	5	null	0	0	0	1	1	1	6	1	2	1	0	1	4	2	Private	0	0	0	0	0	1	1	1	3	null	null	2	Subtraction	0	0	1	1	BUSWEKERA SOUTH ''A''	1	1	Primary	1	Secondary	2	991.6896	4	70,286	9	30	21	3	0	0	Subtraction	0	0	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	560,009	4	Western	560	9	HH head	Female	5	0	Local	7	4	3	Stone/Bricks	Electricity	1	2	1	1	5	0	1	1	0	0	0	0	0	0	Pipe	1	0	0	0	1	0	0	5	999	5	999	5	999	5	999	0	0	0	1	1	2	14	2	1	1	1	null	null	7	Private	0	0	0	0	0	1	1	3	5	1	1	null	Divide	1	1	1	1	RUGENDABARA TRC ''A''	1	1	null	1	null	2	1,140.999	4	98,839	11	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	81,006	2	Eastern	81	6	Spouse	Male	1	0	Local	4	0	2	Mud	Paraffin	1	2	1	0	4	0	0	0	0	1	0	1	1	0	Borehole	4	0	0	0	0	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	1	6	2	1	1	0	0	null	2	Private	0	0	0	0	0	1	1	null	2	null	null	null	Counting	0	0	1	1	NAMUWONDO A ''A''	0	1	null	1	Primary	2	356.7619	2	33,714	12	30	21	2	0	0	Counting	0	0	HDX	2026-04-07
UG14	402	402	Bushenyi	BUSHENYI	647,004	4	Western	647	4	null	Male	1	0	Local	5	3	2	Stone/Bricks	Paraffin	1	2	1	0	1	0	1	1	0	0	0	0	0	0	Well	2	0	0	0	1	0	0	3	null	5	null	5	null	5	null	0	0	0	0	0	2	10	2	1	1	0	1	null	4	Government	0	0	0	0	0	1	1	2	5	1	1	null	Multiplication	1	1	1	1	RYAMIGUNGURU	0	0	Primary	1	Primary	2	1,396.532	4	142,970	13	30	21	5	1	1	Multiplication	1	1	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	564,002	4	Western	564	2	Spouse	Female	1	0	Local	6	4	2	Stone/Bricks	Paraffin	1	3	1	1	5	0	0	1	0	0	0	0	1	1	Pipe	4	0	0	0	1	1	0	5	999	5	999	5	999	5	null	0	0	0	1	1	3	12	2	2	2	0	0	null	5	Private	1	0	0	0	0	0	null	2	3	null	null	null	Subtraction	1	1	1	1	BUSARA ''B''	0	1	null	1	Primary	4	738.2932	4	98,839	17	30	21	3	0	0	Subtraction	1	1	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	165,011	2	Eastern	165	11	Spouse	Female	1	1	Local	9	0	7	Mud	Other	1	2	1	1	5	0	1	1	0	0	1	1	1	0	Spring	4	0	0	0	0	0	1	1	AISA FM	5	null	5	null	5	null	0	0	1	1	1	3	7	1	2	0	0	1	1	2	Government	0	1	0	0	0	1	1	3	1	null	null	null	Nothing	0	0	1	1	OMALINGA ''B''	0	0	Primary	1	Primary	6	583.246	2	73,489	16	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	79,018	2	Eastern	79	18	Spouse	Female	4	0	Local	6	3	3	Stone/Bricks	Paraffin	1	1	1	1	5	0	1	1	0	0	0	0	0	0	Borehole	4	0	0	0	1	1	0	1	CHALLENGE	5	999	5	999	5	999	0	0	0	1	1	1	11	1	2	null	0	0	null	4	Government	0	1	0	0	0	1	1	2	2	null	null	null	Divide	1	1	1	1	KAMUGOYA	0	1	null	1	> Secondary	3	285.4095	2	33,714	15	30	21	2	0	0	Divide	1	1	HDX	2026-04-07
UG14	114	114	Lyantonde	LYANTONDE	847,002	1	Central	847	2	Spouse	Female	5	0	Local	11	7	4	Mud	Paraffin	1	2	1	1	3	0	1	1	0	0	0	0	0	1	Rain water	1	0	0	0	1	0	1	1	link	5	null	5	null	5	4	0	0	0	1	1	3	11	2	2	3	0	0	null	2	Private	0	0	0	0	0	0	0	2	3	null	null	null	Numbers	0	0	1	1	MPUMUDDE	0	0	null	1	null	8	122.963	1	14,525	15	30	21	3	0	0	Numbers	0	0	HDX	2026-04-07
UG14	403	403	Hoima	HOIMA	517,002	4	Western	517	2	HH head	Female	2	0	Local	7	4	3	Stone/Bricks	Paraffin	1	3	0	0	5	0	1	1	0	0	1	0	0	0	Borehole	4	0	0	0	1	0	0	1	LBS	5	999	5	null	5	null	0	0	0	0	0	1	10	2	2	1	0	1	3	3	Private	0	0	0	0	0	1	1	1	1	null	null	1	Counting	0	1	1	1	KIKONOKA	0	1	Primary	1	Secondary	3	595.0137	4	70,286	15	30	21	1	0	0	Counting	0	1	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	180,015	2	Eastern	180	15	HH head	Male	5	0	Local	4	1	3	Mud	Paraffin	1	2	1	1	5	0	1	1	0	0	1	0	0	0	Borehole	4	0	0	0	1	0	1	4	BUGWERE FM	5	999	5	999	5	999	0	0	1	1	1	1	16	1	2	null	0	0	null	7	Government	0	0	0	0	0	1	1	4	5	1	1	null	Divide	1	1	1	1	DODOI	0	1	null	1	null	1	583.246	2	73,489	16	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	124,005	2	Eastern	124	5	Spouse	Female	5	0	Local	14	6	8	Stone/Bricks	Paraffin	1	3	1	1	5	0	0	1	0	0	0	0	0	0	Borehole	1	0	0	0	1	1	0	5	null	5	null	5	null	5	null	0	0	0	1	1	2	7	2	null	1	0	1	7	null	null	0	0	0	0	0	1	1	4	1	null	null	null	Counting	0	0	1	1	IDUDI.D.''C''	0	1	Primary	1	null	7	711.853	2	106,511	19	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	76,004	2	Eastern	76	4	Spouse	Female	5	0	Local	5	5	null	Mud	Paraffin	1	2	1	1	5	0	0	1	0	0	1	0	0	0	Borehole	4	0	0	1	1	0	1	5	null	5	null	5	null	5	999	0	0	0	1	1	3	9	2	2	1	0	1	7	1	Government	0	1	0	0	0	0	null	3	1	null	null	null	Counting	0	0	1	1	MULAMA CENTRAL ''B''	0	1	Primary	1	null	4	214.0572	2	33,714	20	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	114	114	Lyantonde	LYANTONDE	849,001	1	Central	849	1	HH head	Male	1	0	Local	7	5	2	Stone/Bricks	Paraffin	1	2	0	1	1	0	1	1	0	0	1	0	1	0	Well	1	0	0	0	1	1	1	1	LINK	5	999	5	999	5	999	0	0	0	1	1	1	13	2	2	2	0	1	5	3	Government	1	0	0	0	0	1	1	1	2	null	null	null	Counting	0	1	1	1	RWAMABARA	0	0	Primary	1	Primary	3	141.8803	1	14,525	13	30	21	2	0	0	Counting	0	1	HDX	2026-04-07
UG14	304	304	Gulu	GULU	346,009	3	Nothern	346	9	Other adult	Female	5	0	Local	8	4	4	Stone/Bricks	Paraffin	1	2	1	1	5	0	0	1	0	1	1	0	0	0	Well	4	0	0	0	0	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	4	14	1	2	null	0	0	null	5	null	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	PAWEL CENTRAL C	0	0	null	1	null	4	462.627	3	58,291	16	30	21	3	0	0	Subtraction	0	0	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	160,003	2	Eastern	160	3	Spouse	Female	1	0	Local	10	5	5	Stone/Bricks	Paraffin	1	2	1	0	3	0	1	0	0	0	1	0	0	0	Well	4	0	0	0	1	1	0	4	null	5	null	5	null	5	null	0	0	0	0	0	2	14	2	2	null	0	null	4	6	Government	0	1	0	0	0	1	0	4	4	null	null	null	Divide	1	1	1	1	AKIBOIBON	0	0	Primary	1	Primary	6	666.5669	2	73,489	14	30	21	4	0	0	Divide	1	1	HDX	2026-04-07
UG14	315	315	Amolatar	AMOLATAR	393,005	3	Nothern	393	5	Spouse	Female	null	0	Swahili	7	4	3	Mud	Other	1	3	1	1	3	0	1	1	0	0	1	1	1	0	Borehole	4	0	0	0	1	0	1	1	DOKOLO	5	999	5	999	5	999	0	0	0	1	1	4	12	2	2	0	0	1	7	4	Government	0	0	0	0	0	0	0	3	2	null	null	1	Counting	1	1	1	1	KIDDA A	0	1	Primary	1	null	5	155.8492	3	19,637	16	30	21	2	0	0	Counting	1	1	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	158,019	2	Eastern	158	19	null	Male	1	0	Local	8	4	4	Stone/Bricks	Paraffin	1	1	1	1	3	0	1	0	0	0	0	0	0	0	Well	4	0	0	1	1	1	1	2	AISA	5	999	5	999	5	null	0	0	0	1	1	3	9	1	2	0	0	1	6	4	Government	0	0	0	0	0	0	null	4	2	null	null	null	Counting	1	1	1	1	KAITISYA	0	0	Primary	1	Primary	4	1,036.882	2	73,489	9	30	21	2	0	0	Counting	1	1	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	85,001	2	Eastern	85	1	HH head	Male	2	0	Local	7	0	5	Mud	Paraffin	1	2	1	1	1	0	1	1	0	0	0	1	1	1	Borehole	4	0	0	0	1	0	0	1	NBS	5	null	5	null	5	null	1	0	0	1	1	2	13	2	1	1	1	0	null	null	null	0	0	0	0	1	null	null	2	1	null	null	null	Nothing	0	0	1	1	NTALINGA ''A''	0	1	null	0	Secondary	2	267.5714	2	33,714	16	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	115	115	Mityana	MITYANA	773,005	1	Central	773	5	Spouse	Female	5	0	Local	3	1	2	Mud	Other	1	2	1	1	4	0	0	1	0	0	1	0	0	1	Borehole	4	0	0	0	0	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	1	12	1	0	1	0	1	6	6	Government	0	0	0	0	0	1	1	1	5	1	1	5	Subtraction	null	1	1	1	KATAKALA	0	1	Primary	1	null	2	599.8145	1	61,406	13	30	21	5	1	1	Subtraction	1	1	HDX	2026-04-07
UG14	315	315	Amolatar	AMOLATAR	410,008	3	Nothern	410	8	Spouse	Female	1	0	Local	10	5	5	Mud	Other	1	2	1	0	5	0	0	1	0	0	1	0	1	1	Borehole	4	0	0	0	0	0	0	5	999	5	999	5	999	5	999	0	0	0	1	1	6	9	2	2	0	0	1	5	3	Government	0	1	0	0	0	1	1	1	2	null	null	1	Subtraction	1	0	1	1	DAM	0	1	Primary	1	Primary	7	166.2392	3	19,637	15	30	21	2	0	0	Subtraction	1	0	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	126,012	2	Eastern	126	12	Spouse	Female	1	0	Local	7	5	2	Stone/Bricks	Other	1	2	1	1	5	0	1	1	0	0	1	1	0	0	Borehole	4	0	0	1	0	1	1	1	NBS,R	5	999	5	999	5	999	0	0	0	1	1	2	7	1	1	1	0	1	4	null	null	0	0	0	1	0	null	null	1	1	null	null	null	Counting	0	0	1	1	MULANGA ''A''	0	1	Primary	0	Primary	4	845.3254	2	106,511	16	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	304	304	Gulu	GULU	331,008	3	Nothern	331	8	Spouse	Female	5	0	Local	8	0	6	Mud	Paraffin	0	2	1	1	4	0	0	0	0	0	0	1	1	0	River	4	0	0	0	0	0	1	4	MEGA	5	null	5	null	5	null	0	0	0	1	1	2	7	1	2	null	0	0	null	1	Government	0	0	0	0	0	1	0	1	2	null	null	null	Nothing	0	0	1	1	BOLIPII ''C''	0	0	null	1	null	4	569.387	3	58,291	13	30	21	2	0	0	Nothing	0	0	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	124,016	2	Eastern	124	16	HH head	Female	1	0	Local	3	3	null	Stone/Bricks	Other	1	3	1	1	5	0	1	1	0	0	1	0	0	0	Borehole	4	0	0	0	1	1	0	3	nbs, rfm	5	null	5	null	5	null	0	0	0	1	1	2	14	2	1	2	0	1	2	7	Private	0	0	0	0	0	1	1	2	4	null	null	null	Divide	1	0	1	1	IDUDI.D.''C''	0	1	Primary	1	Primary	2	711.853	2	106,511	19	30	21	4	0	0	Divide	1	0	HDX	2026-04-07
UG14	115	115	Mityana	MITYANA	774,002	1	Central	774	2	Spouse	Female	2	0	Local	12	9	3	Stone/Bricks	Paraffin	1	3	1	1	1	0	1	1	0	1	1	1	1	1	Well	1	0	0	0	1	0	0	1	CBS	3	BUKEDDE	5	null	null	null	0	0	0	1	1	4	7	2	2	2	0	1	4	3	Private	0	0	0	0	0	1	1	1	5	1	1	5	Divide	1	1	1	1	NAAMA	0	0	Primary	1	Secondary	8	487.3492	1	61,406	16	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	403	403	Hoima	HOIMA	512,015	4	Western	512	15	HH head	Male	2	0	Local	5	0	3	Mud	Solar	0	null	1	1	4	0	1	1	0	1	0	0	1	0	Spring	4	0	0	0	1	1	0	1	LIBERTY FM	5	null	5	null	5	null	0	0	1	0	0	2	6	2	2	null	0	1	5	2	Government	0	1	0	0	0	1	1	1	3	2	2	4	Addition	0	0	1	1	KYAPULONI ''A''	1	0	Primary	1	Secondary	3	686.5543	4	70,286	13	30	21	3	0	0	Addition	0	0	HDX	2026-04-07
UG14	115	115	Mityana	MITYANA	785,008	1	Central	785	8	null	null	1	0	Local	6	4	2	Mud	Solar	0	3	1	1	3	0	1	1	0	1	0	1	1	0	Well	1	0	0	0	1	0	0	5	MBONA FM	5	null	5	null	5	null	0	0	1	0	0	4	7	2	2	1	0	1	1	1	Government	0	0	0	0	0	null	null	null	1	null	null	1	Nothing	1	1	2	2	KASANGULA	1	0	Primary	1	Primary	5	1,299.598	1	61,406	6	30	21	1	0	0	Nothing	1	1	HDX	2026-04-07
UG14	309	309	Moyo	MOYO	448,006	3	Nothern	448	6	null	Male	1	0	Local	7	4	3	Stone/Bricks	Paraffin	1	2	1	1	3	0	0	1	0	0	0	0	0	1	Borehole	4	1	1	0	1	0	1	5	999	5	999	5	999	5	null	0	0	0	1	1	4	7	1	2	0	0	1	2	1	Government	0	0	0	0	0	0	0	1	1	null	null	null	Counting	0	0	1	1	MADULU ''B''	0	1	Primary	1	Primary	4	329.4984	3	38,922	15	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	408	408	Kisoro	KISORO	621,004	4	Western	621	4	Spouse	Female	5	0	Local	11	4	7	Stone/Bricks	Other	1	2	1	1	5	0	1	1	0	0	1	1	1	1	Pipe	4	0	0	0	1	0	1	1	KISORO FM	5	999	5	999	5	999	0	0	1	1	1	5	9	2	2	null	null	null	null	2	Government	0	0	0	0	0	1	1	4	1	2	2	null	Counting	0	0	1	1	SHOZI ''A''	0	1	null	1	null	6	513.6191	4	48,537	12	30	21	1	0	0	Counting	0	0	HDX	2026-04-07
UG14	403	403	Hoima	HOIMA	518,018	4	Western	518	18	Spouse	Female	1	0	Local	12	6	6	Stone/Bricks	Paraffin	1	3	1	0	3	0	1	1	0	0	1	0	1	1	Spring	4	0	0	0	0	0	1	1	RADIO MARIA	5	null	5	null	5	null	0	0	0	0	0	6	13	2	1	1	0	1	null	4	Private	0	0	0	0	0	1	1	1	3	null	null	3	Divide	1	1	1	1	MBARARA ''B''	0	0	Primary	1	Primary	8	991.6896	4	70,286	9	30	21	3	0	0	Divide	1	1	HDX	2026-04-07
UG14	311	311	Nakapiripirit	NAKAPIRIPIRIT	312,019	3	Nothern	312	19	Spouse	Female	5	0	Local	7	5	2	Mud	Other	0	2	1	0	5	0	0	0	0	0	0	0	0	0	Borehole	4	0	0	0	0	0	1	5	999	5	999	5	999	5	null	0	0	0	1	1	1	8	2	2	null	0	0	null	null	null	0	0	0	0	1	null	null	1	1	null	null	null	Nothing	0	0	1	1	LOPEDOT ''B''	0	1	null	0	null	2	248.127	3	27,356	14	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	114	114	Lyantonde	LYANTONDE	845,017	1	Central	845	17	Spouse	Female	5	0	Local	10	3	7	Mud	Paraffin	1	1	0	0	1	0	0	1	0	0	0	1	1	0	Dam	4	0	1	0	0	0	1	3	WEST	5	null	5	null	5	null	0	0	1	1	1	1	14	2	2	3	0	0	null	7	Government	0	1	0	0	0	1	1	1	5	1	1	null	Divide	1	1	1	1	KYEMAMBA	0	0	null	1	null	4	108.4967	1	14,525	17	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	403	403	Hoima	HOIMA	514,017	4	Western	514	17	HH head	Female	5	0	Local	7	3	4	Mud	Paraffin	0	2	0	0	5	0	1	1	0	0	0	0	0	0	Borehole	4	0	0	0	1	0	0	1	lbs	5	null	5	null	5	null	0	0	0	1	1	3	8	2	2	0	0	0	null	2	Government	0	0	0	0	0	1	0	3	1	null	null	2	Numbers	0	0	1	1	MARONGO	0	1	null	1	null	4	595.0137	4	70,286	15	30	21	1	0	0	Numbers	0	0	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	77,016	2	Eastern	77	16	Spouse	Female	1	0	Local	7	3	4	Stone/Bricks	Paraffin	1	3	1	1	1	0	1	1	0	0	1	1	1	0	Well	1	0	0	0	0	0	1	1	Bugwere fm	5	null	5	null	5	null	0	0	0	1	1	5	6	1	2	null	1	1	4	1	Government	0	1	0	0	0	0	null	1	1	null	null	null	Nothing	0	0	2	2	NAWAMBIRI	0	0	Primary	1	Primary	6	329.3187	2	33,714	13	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	180,001	2	Eastern	180	1	Spouse	Female	1	0	Local	10	5	5	Stone/Bricks	Paraffin	1	3	1	0	5	0	0	1	0	0	1	0	1	1	Borehole	4	0	0	0	1	0	0	5	999	5	999	5	999	5	999	0	0	0	1	1	2	13	2	2	1	0	1	7	5	Government	0	0	0	0	0	1	1	2	3	null	null	null	Subtraction	0	0	1	1	DODOI	0	1	Primary	1	Primary	7	583.246	2	73,489	16	30	21	3	0	0	Subtraction	0	0	HDX	2026-04-07
UG14	402	402	Bushenyi	BUSHENYI	647,009	4	Western	647	9	HH head	Male	2	0	Local	3	1	2	Stone/Bricks	Electricity	1	3	1	1	1	0	1	1	0	0	0	0	0	0	Buy into tank	2	0	0	0	1	0	0	1	maria	1	vision/monitor	5	null	5	null	0	0	0	0	0	1	6	1	2	3	0	1	7	1	Private	0	0	0	0	0	1	1	1	3	null	null	null	Addition	1	1	1	1	RYAMIGUNGURU	1	1	Primary	1	Secondary	1	1,396.532	4	142,970	13	30	21	3	0	0	Addition	1	1	HDX	2026-04-07
UG14	106	106	Mpigi	MPIGI	860,019	1	Central	860	19	HH head	Male	4	0	Local	5	3	2	Stone/Bricks	Electricity	1	3	1	1	1	1	1	1	0	0	0	0	0	0	Pipe	1	0	0	0	0	0	1	1	CAPITAL FM AND CBS	1	NEW VISION	1	WBS	2	null	1	1	0	1	1	1	8	1	2	2	0	1	11	3	Private	0	0	0	0	0	1	1	1	5	1	1	6	Divide	1	1	1	1	MUYIRA	1	1	Secondary	1	> Secondary	2	1,876.275	1	88,654	6	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	203	203	Iganga	IGANGA	125,001	2	Eastern	125	1	HH head	Male	1	0	Local	14	6	8	Mud	Paraffin	1	1	1	1	4	0	0	0	0	0	1	0	0	0	Well	1	0	0	0	0	0	1	5	null	5	null	5	null	5	null	0	0	0	1	1	8	11	2	2	null	0	1	2	2	Government	0	1	0	0	0	0	null	2	2	null	null	null	Counting	0	0	1	1	KABUGWERI ''B''	0	0	Primary	1	Primary	10	901.6805	2	106,511	15	30	21	2	0	0	Counting	0	0	HDX	2026-04-07
UG14	303	303	Arua	ARUA	457,012	3	Nothern	457	12	HH head	Female	1	0	Local	5	3	2	Stone/Bricks	Paraffin	1	3	1	1	3	0	1	0	0	0	0	0	1	0	Spring	4	1	1	0	1	0	1	1	PACIS/NILE/ARUA ONE/FMS	5	null	5	null	5	null	0	0	0	0	0	2	10	1	1	0	0	1	4	1	Government	0	1	0	0	0	1	1	1	1	null	null	null	Counting	0	1	1	1	KULUA	0	0	Primary	1	Primary	3	783.3545	3	74,027	12	30	21	1	0	0	Counting	0	1	HDX	2026-04-07
UG14	406	406	Kasese	KASESE	562,001	4	Western	562	1	Spouse	Female	1	0	Local	8	3	5	Stone/Bricks	Paraffin	1	2	1	1	5	0	1	0	0	0	0	0	0	0	Pipe	2	0	0	0	1	1	1	1	null	5	null	5	null	5	null	0	0	0	1	1	4	12	1	2	2	0	1	5	3	Government	0	1	0	0	0	1	1	4	3	null	null	null	Numbers	1	1	1	1	KYANYA ''B''	0	1	Primary	1	Primary	6	1,045.915	4	98,839	12	30	21	3	0	0	Numbers	1	1	HDX	2026-04-07
UG14	115	115	Mityana	MITYANA	763,005	1	Central	763	5	HH head	Male	1	1	Local	5	3	2	Stone/Bricks	Solar	1	3	1	1	1	1	1	1	1	1	1	1	1	0	Borehole	1	0	0	0	1	0	0	2	CBS	4	BUKEDDE	1	BUKKEDE	5	null	1	0	1	1	1	1	6	2	2	null	0	1	6	2	Private	0	0	0	0	0	1	1	3	2	null	null	1	Counting	1	1	1	1	NGUGULO	1	1	Primary	1	Primary	1	649.799	1	61,406	12	30	21	2	0	0	Counting	1	1	HDX	2026-04-07
UG14	102	102	Kampala	KAMPALA	55,018	1	Central	55	18	Other adult	Female	2	0	Local	5	5	null	Stone/Bricks	Electricity	1	2	1	1	5	0	1	1	0	0	0	0	0	0	Pipe	1	0	0	0	1	0	1	1	SIMBA	5	null	5	null	5	null	0	0	1	0	0	3	12	2	2	3	0	1	9	5	Government	1	0	0	0	0	0	0	1	5	1	1	5	Divide	1	1	1	1	KALERWE ''G''	1	1	Secondary	1	Secondary	3	1,520.72	1	306,178	13	59	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	102	102	Kampala	KAMPALA	12,020	1	Central	12	20	Other adult	Female	1	0	Local	6	0	4	Stone/Bricks	Electricity	1	3	1	0	3	1	1	1	0	0	0	0	0	0	Pipe	1	0	0	0	1	0	0	2	SIMBA	4	BUKEDDE	1	BUKEDDE	5	null	1	0	0	1	1	1	10	1	2	3	0	null	null	4	Private	0	0	0	0	0	1	0	1	5	1	1	null	Divide	1	0	1	1	KANYANYA QUARTERS ''E''	1	1	null	1	Primary	2	1,976.936	1	306,178	10	59	21	5	1	1	Divide	1	0	HDX	2026-04-07
UG14	208	208	Kumi	KUMI	269,012	2	Eastern	269	12	Spouse	Female	1	0	Local	8	0	6	Stone/Bricks	Paraffin	1	3	0	0	3	0	1	1	0	1	1	1	1	1	Borehole	4	0	0	0	1	0	0	1	CONTINENTALK FM	4	EROP	1	NTV	5	null	0	0	0	0	0	3	14	1	2	0	1	1	7	5	Government	1	1	0	0	0	1	1	3	3	null	null	5	Numbers	1	1	1	1	MORUPEDED ''B''	0	1	Primary	1	Primary	4	393.4417	2	52,672	17	30	21	3	0	0	Numbers	1	1	HDX	2026-04-07
UG14	402	402	Bushenyi	BUSHENYI	647,018	4	Western	647	18	HH head	Female	5	0	Local	4	3	1	Mud	Paraffin	1	2	0	0	5	0	1	1	0	0	0	0	1	1	Spring	2	0	0	0	1	0	0	1	world	5	null	5	null	5	null	0	0	0	0	0	1	6	1	2	4	0	1	8	1	Government	0	0	0	0	0	1	1	1	1	null	null	null	Nothing	0	0	1	1	RYAMIGUNGURU	0	0	Secondary	1	null	1	1,396.532	4	142,970	13	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	309	309	Moyo	MOYO	435,001	3	Nothern	435	1	HH head	Female	1	0	Local	7	3	4	Stone/Bricks	Paraffin	1	3	1	1	5	0	1	1	0	0	1	0	1	1	Borehole	4	0	0	0	1	1	1	2	TBS&VOICE OF THE NILE	5	999	5	999	5	null	0	0	0	1	1	2	14	1	0	0	0	1	3	5	Government	0	1	0	0	0	1	1	1	5	1	1	null	Divide	1	1	1	1	MARINGU WEST	0	1	Primary	1	Primary	3	290.7339	3	38,922	17	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	311	311	Nakapiripirit	NAKAPIRIPIRIT	319,011	3	Nothern	319	11	HH head	Female	5	0	Local	8	4	4	Mud	Other	0	1	1	0	3	0	0	0	0	0	0	0	1	0	Borehole	4	0	0	0	1	0	1	5	null	5	null	5	null	5	999	0	0	0	1	1	3	12	2	2	null	0	null	null	null	null	0	0	0	1	0	null	null	3	1	null	null	null	Nothing	0	0	1	1	NACHELE LC1	0	1	null	0	null	5	204.3399	3	27,356	17	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	170,009	2	Eastern	170	9	Spouse	Female	2	0	Local	8	5	3	Stone/Bricks	Other	1	2	1	1	3	0	0	0	0	0	1	1	0	0	Borehole	4	0	0	0	1	0	0	4	999	4	99	4	999	4	null	0	0	0	0	0	4	7	2	2	0	0	1	3	2	Government	0	1	0	0	0	0	0	3	1	null	null	null	Nothing	0	0	1	1	OCHAPAI	0	1	Primary	1	Secondary	5	777.6614	2	73,489	12	30	21	1	0	0	Nothing	0	0	HDX	2026-04-07
UG14	106	106	Mpigi	MPIGI	876,019	1	Central	876	19	HH head	Female	1	0	Local	7	3	4	Stone/Bricks	Paraffin	1	3	0	0	5	0	1	0	0	0	1	1	0	0	Well	1	0	0	0	0	0	1	1	CBS	5	null	5	null	5	null	0	0	0	0	0	2	10	1	0	2	0	1	4	null	Government	0	1	0	0	0	1	0	2	3	null	null	3	Numbers	0	0	1	1	KAYABWE	0	0	Primary	1	Primary	2	804.1179	1	88,654	14	30	21	3	0	0	Numbers	0	0	HDX	2026-04-07
UG14	402	402	Bushenyi	BUSHENYI	651,020	4	Western	651	20	Spouse	Female	1	0	Local	6	0	4	Mud	Paraffin	1	2	1	1	1	0	1	0	0	0	0	1	0	1	Well	1	0	0	0	1	0	0	2	HUNTER	5	999	5	999	5	null	0	0	0	1	1	1	10	2	2	3	0	1	5	3	Government	1	1	0	0	0	1	1	1	3	null	null	null	Divide	1	1	1	1	BWEERA I	0	0	Primary	1	Primary	3	1,210.328	4	142,970	15	30	21	3	0	0	Divide	1	1	HDX	2026-04-07
UG14	208	208	Kumi	KUMI	254,011	2	Eastern	254	11	HH head	Female	2	0	Local	4	3	1	Stone/Bricks	Electricity	1	3	1	0	1	1	0	1	0	0	0	0	0	0	Pipe	4	0	0	0	0	0	1	4	STEP FM	5	999	1	NTV	null	null	0	0	1	1	1	1	14	1	2	3	0	1	8	2	Government	0	1	0	0	0	0	null	1	4	null	null	null	Addition	1	1	1	1	ANGOPET ''D''	1	1	Secondary	1	Secondary	3	418.0317	2	52,672	16	30	21	4	0	0	Addition	1	1	HDX	2026-04-07
UG14	106	106	Mpigi	MPIGI	877,019	1	Central	877	19	HH head	Male	5	0	Local	7	0	5	Stone/Bricks	Paraffin	1	3	1	1	1	0	1	1	0	1	1	0	0	1	Well	1	0	0	0	1	0	0	1	CBS fm	4	Bukedde	5	null	5	null	0	0	0	1	1	4	15	1	2	1	0	1	7	7	Private	1	0	0	0	0	0	0	2	5	1	1	null	Divide	1	1	1	1	MUGGE	0	0	Primary	1	null	4	804.1179	1	88,654	14	30	21	5	1	1	Divide	1	1	HDX	2026-04-07
UG14	318	318	Kaabong	KAABONG	287,014	3	Nothern	287	14	HH head	Male	null	0	Local	7	4	3	Stone/Bricks	Other	0	2	1	0	4	0	1	1	0	0	1	1	1	0	Borehole	4	0	0	0	1	0	0	1	NENAH FM (KARAMOJA)	5	null	5	null	4	null	0	0	0	1	1	3	12	1	2	0	0	0	null	4	Government	0	1	0	0	0	0	1	3	4	null	null	null	Subtraction	1	1	1	1	NAKOREE ''A''	0	1	null	1	null	4	347.2099	3	49,217	18	30	21	4	0	0	Subtraction	1	1	HDX	2026-04-07
UG14	215	215	Sironko	SIRONKO	226,014	2	Eastern	226	14	HH head	Female	1	0	null	8	3	5	Mud	Paraffin	1	2	0	0	4	0	1	1	0	0	0	1	0	0	Spring	2	0	0	0	1	0	0	1	OPG	5	999	5	999	5	null	0	0	0	1	1	2	13	1	2	0	0	1	3	4	Government	0	1	0	0	0	1	1	null	3	null	null	null	Divide	1	1	1	1	MANJENGA	0	0	Primary	1	Primary	5	534.5159	2	67,349	16	30	21	3	0	0	Divide	1	1	HDX	2026-04-07
UG14	210	210	Pallisa	PALLISA	153,008	2	Eastern	153	8	Spouse	Female	5	0	Local	12	7	5	Stone/Bricks	Other	1	2	1	0	5	0	0	0	0	0	1	0	1	0	Borehole	4	0	0	0	1	0	0	5	null	5	null	5	null	5	null	0	0	0	1	1	1	8	1	2	2	0	0	null	1	Private	1	0	0	0	0	1	1	4	2	null	null	null	Counting	1	1	1	1	KATEKWAN	0	1	null	1	null	5	518.4409	2	73,489	18	30	21	2	0	0	Counting	1	1	HDX	2026-04-07
UG14	224	224	Namutumba	NAMUTUMBA	63,016	2	Eastern	63	16	HH head	Male	null	0	Local	12	6	6	Stone/Bricks	Paraffin	1	3	1	1	5	0	1	1	0	0	1	1	0	0	Borehole	4	0	1	0	1	0	1	1	NBS FM	5	999	5	999	5	999	0	0	0	1	1	3	10	2	2	null	0	1	7	2	Private	0	0	0	0	0	0	null	3	2	null	null	null	Addition	1	1	1	1	IGULAMUBIRI ''B''	0	1	Primary	1	null	7	285.4095	2	33,714	15	30	21	2	0	0	Addition	1	1	HDX	2026-04-07

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Learning levels in Uganda (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 Uganda. 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: UGA.

Curated into ML-ready Parquet format by Electric Sheep Africa.

Dataset Characteristics


Domain	Water, sanitation and hygiene (wash)
Unit of observation	Subnational administrative unit observations
Rows (total)	21,241
Columns	108 (87 numeric, 21 categorical, 0 datetime)
Train split	16,992 rows
Test split	4,248 rows
Geographic scope	UGA
Publisher	Uwezo at Twaweza East Africa (inactive)
HDX last updated	2025-02-19

Variables

Geographic — id_district (range 102.0–419.0), id_districtcodeold (range 102.0–419.0), id_districtname (Kumi, Arua, Pallisa), id_districtnameold (KUMI, ARUA, PALLISA), id_region (range 1.0–4.0) and 13 others.

Demographic — id_hh (range 1001.0–879020.0), id_village (range 1.0–879.0), hhno (range 1.0–32.0), answering_person (HH head, Spouse, Other adult), hh_gender (Female, Male) and 12 others.

Identifier / Metadata — id_database (UG14), water_source (Borehole, Well, Pipe), esa_source, esa_processed.

Other — house_wall (Stone/Bricks, Mud, Iron sheet), house_lighting (Paraffin, Other, Electricity), asset_toilet (range 0.0–1.0), eat_veg (range 0.0–1.0), eat_fruit (range 0.0–1.0) and 64 others.

Quick Start

from datasets import load_dataset

ds    = load_dataset("electricsheepafrica/africa-learning-levels-in-uganda-2014")
train = ds["train"].to_pandas()
test  = ds["test"].to_pandas()

print(train.shape)
train.head()

Schema

Column	Type	Null %	Range / Sample Values
`id_database`	object	0.0%	UG14
`id_district`	int64	0.0%	102.0 – 419.0 (mean 257.7983)
`id_districtcodeold`	int64	0.0%	102.0 – 419.0 (mean 257.7983)
`id_districtname`	object	0.0%	Kumi, Arua, Pallisa
`id_districtnameold`	object	0.0%	KUMI, ARUA, PALLISA
`id_hh`	int64	0.0%	1001.0 – 879020.0 (mean 415638.0648)
`id_region`	int64	0.0%	1.0 – 4.0 (mean 2.4806)
`id_regionname`	object	0.0%	Nothern, Eastern, Central
`id_village`	int64	0.0%	1.0 – 879.0 (mean 415.6278)
`hhno`	int64	0.0%	1.0 – 32.0 (mean 10.2224)
`answering_person`	object	6.4%	HH head, Spouse, Other adult
`hh_gender`	object	7.3%	Female, Male
`hh_edu_raw`	float64	6.2%	1.0 – 5.0 (mean 2.1858)
`household_visited`	int64	0.0%	0.0 – 1.0 (mean 0.069)
`home_language`	object	1.0%	Local, English, Swahili
`hh_size`	int64	0.0%	1.0 – 41.0 (mean 7.3661)
`hh_males`	float64	0.8%	0.0 – 41.0 (mean 3.3867)
`hh_females`	float64	1.9%	1.0 – 31.0 (mean 3.6975)
`house_wall`	object	0.4%	Stone/Bricks, Mud, Iron sheet
`house_lighting`	object	0.0%	Paraffin, Other, Electricity
`asset_toilet`	int64	0.0%	0.0 – 1.0 (mean 0.8488)
`mealsperday`	float64	1.6%	1.0 – 3.0 (mean 2.2137)
`eat_veg`	int64	0.0%	0.0 – 1.0 (mean 0.8321)
`eat_fruit`	int64	0.0%	0.0 – 1.0 (mean 0.5707)
`drink_milk`	float64	2.9%	1.0 – 5.0 (mean 3.6008)
`asset_tv`	int64	0.0%	0.0 – 1.0 (mean 0.1049)
`asset_radio`	int64	0.0%	0.0 – 1.0 (mean 0.6247)
`asset_computer`	int64	0.0%	0.0 – 1.0 (mean 0.0168)
`asset_phone`	int64	0.0%	0.0 – 1.0 (mean 0.6202)
`asset_car`	int64	0.0%
`asset_motorbike`	int64	0.0%
`asset_bicycle`	int64	0.0%
`asset_cattle`	int64	0.0%
`asset_sheep_goat`	int64	0.0%
`asset_donkey`	int64	0.0%
`asset_camel`	int64	0.0%
`asset_pig`	int64	0.0%
`water_source`	object	1.1%	Borehole, Well, Pipe
`treat_water`	float64	2.1%
`h201_2`	int64	0.0%
`h201_3`	int64	0.0%
`h201_4`	int64	0.0%
`h201_5`	int64	0.0%
`h201_6`	int64	0.0%
`h201_7`	int64	0.0%
`h301`	float64	1.7%
`h301other`	object	26.9%
`h302`	float64	2.0%
`h302other`	object	56.7%
`h303`	float64	2.0%
`h303other`	object	56.7%
`h304`	float64	3.8%
`h305other`	float64	74.0%
`h306_1`	int64	0.0%
`h306_2`	int64	0.0%
`h305_3`	int64	0.0%
`h1600`	int64	0.0%
`h1700`	int64	0.0%
`childno`	int64	0.0%
`age`	int64	0.0%
`gender`	int64	0.0%
`biological_parents`	float64	6.0%
`h600`	float64	26.4%
`disability`	float64	1.3%
`mothers_toschool`	float64	9.0%
`mothers_edu_raw`	float64	38.2%
`preschool`	int64	0.0%
`grade`	float64	16.6%
`schooltype`	object	14.7%
`tuition`	int64	0.0%
`schoolmatch`	int64	0.0%
`completed`	int64	0.0%
`completed_second`	int64	0.0%
`neverenrolled`	int64	0.0%
`dropout`	int64	0.0%
`attendyesterday`	float64	14.9%
`mathteachyesterday`	float64	26.8%
`testsample`	float64	11.8%
`english`	float64	4.2%
`english1`	float64	73.1%
`english2`	float64	73.8%
`locallanguage`	float64	78.0%
`math`	object	5.0%
`bonus1`	float64	6.8%
`bonus2`	float64	7.4%
`h1500right`	float64	4.3%
`h1501left`	float64	4.4%
`sub_location`	object	0.0%
`asset_elec`	int64	0.0%
`asset_water`	int64	0.0%
`mothers_edu`	object	35.3%
`enr_ans`	int64	0.0%
`hh_edu`	object	27.4%
`hh_children`	int64	0.0%
`weight`	float64	0.0%
`region_code`	int64	0.0%
`district_nohhlds`	int64	0.0%
`nohhldsinea`	int64	0.0%
`noeasindistrict`	int64	0.0%
`nodistricts`	int64	0.0%
`english_imputed`	int64	0.0%
`english1_imputed`	int64	0.0%
`english2_imputed`	int64	0.0%
`math_imputed`	object	0.0%
`bonus1_imputed`	int64	0.0%
`bonus2_imputed`	int64	0.0%
`esa_source`	object	0.0%
`esa_processed`	object	0.0%

Numeric Summary

Column	Min	Max	Mean	Median
`id_district`	102.0	419.0	257.7983	303.0
`id_districtcodeold`	102.0	419.0	257.7983	303.0
`id_hh`	1001.0	879020.0	415638.0648	400020.0
`id_region`	1.0	4.0	2.4806	3.0
`id_village`	1.0	879.0	415.6278	400.0
`hhno`	1.0	32.0	10.2224	10.0
`hh_edu_raw`	1.0	5.0	2.1858	1.0
`household_visited`	0.0	1.0	0.069	0.0
`hh_size`	1.0	41.0	7.3661	7.0
`hh_males`	0.0	41.0	3.3867	3.0
`hh_females`	1.0	31.0	3.6975	3.0
`asset_toilet`	0.0	1.0	0.8488	1.0
`mealsperday`	1.0	3.0	2.2137	2.0
`eat_veg`	0.0	1.0	0.8321	1.0
`eat_fruit`	0.0	1.0	0.5707	1.0

Curation

Raw data was downloaded from HDX via the CKAN API and converted to Parquet. Column names were lowercased and standardised to snake_case. Common missing-value markers (N/A, null, none, -, unknown, no data, #N/A) were unified to NaN. 7 column(s) with >80% missing values were removed: h201_1, h201_8other, h305, dropout_year, dropout_class, locallanguage1.... 1 column(s) were cast from string to numeric or datetime based on parse-success rate (>85% threshold). The dataset was split 80/20 into train and test partitions using a fixed random seed (42) and saved as Snappy-compressed Parquet.

Limitations

Data originates from Uwezo at Twaweza East Africa (inactive) and has not been independently validated by ESA.
Automated cleaning cannot correct for misreported values, definitional inconsistencies, or sampling bias in the original collection.
The following columns have >20% missing values and should be treated with caution in modelling: h301other, h302other, h303other, h305other, h600, mothers_edu_raw, mathteachyesterday, english1....
Refer to the original HDX dataset page for the publisher's own methodology notes and caveats.

Citation

@dataset{hdx_africa_learning_levels_in_uganda_2014,
  title     = {Learning levels in Uganda (2014)},
  author    = {Uwezo at Twaweza East Africa (inactive)},
  year      = {2025},
  url       = {https://data.humdata.org/dataset/learning-levels-in-uganda-2014},
  note      = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
}

Electric Sheep Africa — Africa's ML dataset infrastructure. Lagos, Nigeria.

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