Datasets:

electricsheepafrica
/

africa-learning-levels-in-uganda-2015

id_database string	id_district int64	id_districtname string	id_hh int64	id_regionname string	id_village int64	county_code1 int64	county string	parishcode int64	subcounty_code int64	subcounty_name string	parish_name string	locationcode int64	location string	ea_code int64	eacode float64	village_estate string	urban_code int64	no_of_hhs int64	males int64	females int64	sample_no int64	validationcode int64	date timestamp[ns]	hhno int64	answering_person string	hh_gender string	hh_age float64	hh_edu_raw float64	household_visited int64	home_language string	hh_size float64	hh_males float64	hh_females float64	house_wall string	house_lighting string	asset_toilet string	mealsperday string	eat_veg string	eat_fruit string	drink_milk string	asset_tv int64	asset_radio int64	asset_computer int64	asset_phone int64	asset_car int64	asset_motorbike int64	asset_bicycle int64	asset_cattle int64	asset_sheep_goat int64	h107other string	water_source string	water_source_distance string	treat_water string	h201_1 int64	h201_2 int64	h201_3 int64	h201_4 int64	h201_5 int64	h201_6 int64	h201_7 int64	h301a_1 float64	h301a_2 float64	h301c_1 float64	h301c_2 float64	h302a string	h302b string	h302c string	h302d string	h302e string	h303 string	h304 float64	h305 float64	h306 string	h307 string	h1600 string	h1700 float64	childno int64	age int64	gender string	biological_parents float64	h600 float64	disability string	mothers_toschool string	preschool string	schooltype string	tuition string	schoolmatch string	completed_primary string	completed_secondary string	neverenrolled string	dropout string	h1100 float64	attendyesterday string	mathteachyesterday string	testsample string	english string	locallanguage string	math string	ethnomath1 string	ethnomath2 string	bonus1 string	bonus2 string	bonus3 string	right_eye string	left_eye string	asset_elec int64	asset_water int64	mothers_edu_raw float64	mothers_edu string	grade float64	enr_ans float64	hh_edu string	hh_children int64	weight float64	district_nohhlds int64	district_name string	nohhldsinea int64	noeasindistrict int64	nodistricts int64	english_imputed string	english1_imputed string	english2_imputed string	math_imputed string	bonus1_imputed string	bonus2_imputed string	bonus3_imputed string	esa_source string	esa_processed string
UG15	423	Mitooma	3,257,003	Western	3,257	1	RRUHINDA	4	7	KIYANGA	KIYANGA	8	KISIZI I	8	4,231,000,000	KISIZI I	1	144	293	321	17	128,542	2015-03-10T00:00:00	3	Other adult	Female	18	1	0	Local	6	5	1	Mud	Paraffin	Yes	Twice	2-3 times	Once a week	Never	0	0	0	1	0	0	0	0	0	4 HENS	River	>60min	Boil	0	0	1	0	0	1	0	1	null	1	2	Strongly Agree	Strongly Agree	Agree	Agree	Disagree	No	null	null	No	No	Yes	1	3	9	Girl	2	2	No	Yes	No	null	No	No	No	No	No	Yes	null	null	null	Sample 3	Letter	Non- reader	Matching	Cannot do	Cannot do	Cannot do	Cannot do	Cannot do	Yes	Yes	0	0	1	Primary	null	0	Primary	4	92.28046	40,142	MITOOMA	15	29	112	Letter	Cannot do	Cannot do	Matching	Cannot do	Cannot do	Cannot do	HDX	2026-04-07
UG15	123	Kyankwanzi	673,015	Central	673	1	KIBOGA	4	5	KYANKWANZI	KASEJJERE	2	RANCH NO IV	2	1,231,000,000	RANCH NO IV	1	42	198	149	13	912,477	null	15	HH head	Male	35	2	0	Local	5	0	3	Mud	Paraffin	Yes	Twice	Never	Never	Daily	0	0	0	1	0	0	0	1	0	null	Well	<20min	Boil	0	0	1	1	0	1	0	1	2	1	2	Strongly Disagree	Agree	Agree	Strongly Agree	Strongly Disagree	No	null	null	No	No	No	1	1	1	Boy	2	null	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	2	Secondary	null	null	Secondary	2	106.5889	47,965	KYANKWANZI	15	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	202	Busia	770,011	Eastern	770	2	SAMIA-BUGWE	3	12	MASAFU	MASAFU	3	BUWANDA	4	2,022,000,000	BUWANDA ''B''	1	63	174	145	20	852,339	null	11	Other adult	Female	18	1	0	Local	10	5	5	Mud	Paraffin	Yes	Once	Daily	Once a week	Never	0	0	0	0	0	0	0	0	0	null	Borehole	null	null	0	0	1	0	0	0	0	1	2	1	2	Agree	Disagree	Disagree	Disagree	Disagree	No	null	null	No	No	null	null	3	8	Girl	2	0	No	Yes	No	Government	No	No	No	No	No	No	3	Yes	Yes	Sample 3	Letter	null	Addition	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	1	Primary	3	1	Primary	5	155.9214	65,487	BUSIA	14	30	112	Letter	Cannot do	Cannot do	Addition	Can do	Can do	Can do	HDX	2026-04-07
UG15	223	Manafwa	1,398,013	Eastern	1,398	1	RBUBULO	2	16	BUWABWALA	BUSAMBATSA I	4	MAKHOLA	6	2,231,000,000	MAKHOLA	1	48	60	96	18	595,359	2015-04-10T00:00:00	13	HH head	Male	43	1	0	Local	8	5	3	Mud	Paraffin	Yes	Twice	4-6 times	null	4-6 times	0	1	0	0	0	0	0	1	1	null	Well	20-30min	Filter	0	0	0	0	0	0	0	null	null	1	2	Strongly Disagree	Strongly Agree	null	Agree	Strongly Agree	Yes	3	2	Yes	Yes	Yes	1	3	6	Girl	2	1	No	Yes	No	Private	No	No	No	No	No	No	0	Yes	Yes	Sample 1	Letter	null	Non- numerate	Cannot do	null	Cannot do	Can do	Can do	Yes	Yes	0	0	1	Primary	null	1	Primary	5	121.2333	72,740	MANAFWA	20	30	112	Letter	Cannot do	Cannot do	Non- numerate	Cannot do	Can do	Can do	HDX	2026-04-07
UG15	217	Budaka	1,220,008	Eastern	1,220	2	IKI-IKI	2	3	KAMONKOLI	JAMI	4	KILALAKA	7	2,172,000,000	KILALAKA	1	91	250	235	20	165,327	2015-03-10T00:00:00	8	Spouse	Female	29	1	0	Local	7	4	3	Stone/Bricks	Paraffin	Yes	3 or more	Daily	Daily	2-3 times	0	0	0	1	0	0	1	0	0	1 HEN	Borehole	30-60min	Filter	0	0	1	1	0	1	0	1	2	1	null	Agree	Strongly Agree	Agree	Disagree	Agree	Yes	3	1	No	No	Yes	1	4	11	Boy	2	0	No	Yes	No	Private	No	No	No	No	No	No	3	Yes	Yes	Sample 2	Story	null	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	1	Primary	4	1	Primary	5	124.1567	37,247	BUDAKA	10	30	112	Story	Cannot do	Cannot do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	108	Mukono	233,015	Central	233	2	MUKONO MUNICIPAL	1	1	CENTRAL DIVISION	GGULU WARD	2	COLLINE	22	1,082,000,000	COLLINE HOTEL ''B	2	196	257	331	23	921,131	null	15	Spouse	Female	24	2	0	Local	3	1	2	Stone/Bricks	Paraffin	Yes	Twice	Once a week	Once a week	Once a week	1	1	0	1	0	0	0	0	0	null	Pipe	<20min	Boil	0	0	0	0	0	1	0	1	2	1	null	Agree	Agree	Agree	Agree	Agree	Yes	1	1	No	No	null	null	1	1	Boy	null	null	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	null	null	null	null	Secondary	1	346.6071	145,575	MUKONO	14	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	406	Kasese	2,735,009	Western	2,735	1	BUKONZO	2	6	KITHOLHU	KIRARO	3	KINONE	6	4,061,000,000	KINONE	1	31	67	88	5	322,433	null	9	Spouse	Female	32	1	0	Local	6	4	2	Stone/Bricks	Paraffin	Yes	3 or more	Once a week	Once a week	Never	0	0	0	1	0	0	0	0	0	null	Protected Spring	20-30min	null	0	0	1	0	0	0	0	1	2	1	2	Agree	Strongly Agree	Agree	Agree	Disagree	No	null	null	No	No	Yes	1	4	9	Girl	2	0	No	Yes	No	Private	No	No	No	No	No	No	1	Yes	Yes	Sample 2	Letter	null	Addition	Cannot do	Cannot do	Cannot do	Cannot do	Cannot do	Yes	Yes	0	0	1	Primary	2	1	Primary	4	346.5443	140,697	KASESE	14	29	112	Letter	Cannot do	Cannot do	Addition	Cannot do	Cannot do	Cannot do	HDX	2026-04-07
UG15	319	Koboko	2,233,013	North	2,233	1	KOBOKO	5	5	LOBULE	AJIPALA	7	PALADU	3	3,191,000,000	PALADU	1	70	196	216	13	419,867	2015-03-10T00:00:00	13	HH head	Male	30	1	0	Local	16	10	6	Mud	Other	Yes	3 or more	Daily	Once a week	Never	0	0	0	1	0	0	1	1	1	0	River	20-30min	null	0	0	0	1	0	0	0	1	2	1	null	Strongly Agree	Disagree	Strongly Agree	Agree	Agree	Yes	4	4	Yes	Yes	Yes	1	3	5	Girl	1	0	No	No	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	0	Primary	8	56.96667	30,762	KOBOKO	18	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	419	Kiruhura	3,134,019	Western	3,134	1	KAZO	1	8	RWEMIKOMA	BUGARIHE	6	RWEKISHWAGA	6	4,191,000,000	RWEKISHWAGA ''B''	1	44	115	117	14	654,729	null	19	HH head	Male	57	1	0	Local	9	3	6	Stone/Bricks	Paraffin	Yes	3 or more	2-3 times	4-6 times	Never	0	1	0	1	0	0	0	0	0	null	Dam	30-60min	Boil	1	0	0	1	0	1	0	1	null	1	2	Strongly Disagree	Strongly Agree	Disagree	Agree	Strongly Disagree	Yes	3	3	Yes	Yes	Yes	1	2	8	Boy	2	1	No	Yes	Yes	null	No	No	No	No	Yes	No	null	null	null	Sample 2	Letter	Word	Matching	Cannot do	Cannot do	Cannot do	Cannot do	Cannot do	Yes	Yes	0	0	1	Primary	null	0	Primary	4	132.3216	67,484	KIRUHURA	17	30	112	Letter	Cannot do	Cannot do	Matching	Cannot do	Cannot do	Cannot do	HDX	2026-04-07
UG15	415	Kyenjojo	3,023,011	Western	3,023	1	MWENGE	3	15	NYANKWANZI	KISANSA	6	MUBEMBE	2	4,151,000,000	MUBEMBE	1	128	239	343	23	348,324	2015-03-10T00:00:00	11	Spouse	Female	50	5	0	Local	6	3	3	Iron sheet	Other	Yes	3 or more	2-3 times	Daily	Never	0	0	0	0	0	0	0	0	0	PIG	Well	20-30min	null	0	0	0	0	0	0	1	1	2	null	null	Strongly Agree	Agree	Strongly Agree	Strongly Agree	Disagree	No	null	null	No	No	Yes	1	3	11	Girl	0	3	Yes	Yes	No	Private	No	No	No	No	No	No	1	No	null	null	Word	Paragraph	Subtraction	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	2	1	null	3	191.5292	91,934	KYENJOJO	16	30	112	Word	Cannot do	Cannot do	Subtraction	Can do	Can do	Can do	HDX	2026-04-07
UG15	425	Rubirizi	3,301,012	Western	3,301	1	BUNYARUGURU	3	1	KATUNGURU	KAZINGA	2	KANOMBE	2	4,251,000,000	KANOMBE ''A''	1	103	207	158	1	112,931	2015-03-10T00:00:00	12	HH head	Female	48	1	0	Local	7	5	2	Mud	Solar	Yes	Twice	2-3 times	Once a week	Never	0	1	0	1	0	1	1	0	1	null	Pipe	<20min	Chlorine	0	0	1	0	0	1	0	1	2	null	null	Strongly Agree	Strongly Agree	Agree	Agree	Disagree	No	null	null	No	No	Yes	1	5	15	Girl	2	2	No	Yes	No	Government	No	Yes	No	No	No	No	6	Yes	Yes	null	Story	Story	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	1	1	1	Primary	7	1	Primary	5	106.863	28,853	RUBIRIZI	9	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	118	Bukomansimbi	531,004	Central	531	1	BUKOMANSIMBI	4	4	KIBINGE	MALEKU	5	KAGOGGO B	1	1,181,000,000	KAGOGGO B ''A''	1	72	156	149	21	339,834	2015-02-10T00:00:00	4	HH head	Male	29	1	0	Local	5	3	2	Iron sheet	Paraffin	Yes	Once	Once a week	Daily	Daily	0	1	0	1	0	0	0	1	1	2PIGS	Pipe	<20min	Boil	0	0	1	1	0	1	0	1	null	1	null	Agree	Strongly Agree	Disagree	Strongly Agree	Strongly Disagree	Yes	3	2	No	Yes	Yes	1	3	11	Girl	null	null	null	null	No	Private	No	No	No	No	No	No	2	Yes	Yes	null	Paragraph	Story	Multiplication	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	3	1	Primary	3	71.91667	34,520	BUKOMANSIMBI	16	30	112	Paragraph	Cannot do	Cannot do	Multiplication	Can do	Can do	Can do	HDX	2026-04-07
UG15	401	Bundibugyo	2,583,009	Western	2,583	1	BUGHENDERA	4	2	HARUGALE	KASULENGE	8	NYALULU	5	4,011,000,000	NYALULU	1	59	202	188	3	825,671	null	9	HH head	Male	40	1	0	Local	14	5	9	Mud	Paraffin	Yes	3 or more	Once a week	Once a week	Once a week	0	1	0	0	0	0	1	0	1	null	Well	<20min	null	0	0	1	0	0	0	0	null	null	1	null	Strongly Disagree	Agree	Strongly Agree	Strongly Agree	Strongly Disagree	Yes	4	4	Yes	No	Yes	1	4	10	Girl	2	1	No	Yes	No	Private	Yes	No	No	No	No	No	4	Yes	Yes	Sample 1	Letter	null	Addition	null	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	5	1	Primary	7	82.90556	44,769	BUNDIBUGYO	18	30	112	Letter	Cannot do	Cannot do	Addition	Can do	Can do	Can do	HDX	2026-04-07
UG15	322	Agago	2,332,015	North	2,332	1	AGAGO	1	13	PARABONGO	PABALA	17	MANIWOKO	6	3,221,000,000	MANIWOKO	1	34	92	115	22	714,916	null	15	Spouse	Female	31	5	0	Local	8	4	4	Mud	Paraffin	No	Once	2-3 times	Once a week	Never	0	0	0	0	0	0	1	1	0	null	Borehole	>60min	null	0	0	1	1	0	0	0	1	null	1	2	Agree	Disagree	Agree	Strongly Disagree	Disagree	Yes	3	2	No	No	Yes	1	6	15	Boy	1	0	No	No	No	Government	No	No	No	No	No	No	4	Yes	No	Sample 2	Word	Non- reader	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	5	1	null	6	84.85098	43,274	AGAGO	17	30	112	Word	Cannot do	Cannot do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	124	Lwengo	720,010	Central	720	1	BUKOTO	3	6	LWENGO T C	KABALUNGI WARD	2	KABALUNGI	5	1,241,000,000	KABALUNGI CC	2	81	127	160	30	717,311	2015-03-10T00:00:00	10	Spouse	Female	23	1	0	Local	4	0	2	Mud	Other	Yes	Once	Never	Never	Never	0	0	0	0	0	0	0	0	0	null	Well	30-60min	Boil	0	1	1	0	0	1	0	1	null	1	null	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Disagree	Yes	4	4	Yes	Yes	null	null	3	5	Boy	1	1	No	Yes	No	Government	No	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	1	Primary	1	1	Primary	4	129.0062	61,923	LWENGO	16	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	119	Butambala	555,019	Central	555	1	BUTAMBALA	4	3	KALAMBA	NSOZI BBIRI	5	NSOZIBBIRI B	8	1,191,000,000	NSOZIBBIRIB/A	1	71	155	150	15	321,866	2015-03-10T00:00:00	19	Spouse	Female	48	1	0	Local	6	4	2	Stone/Bricks	Paraffin	Yes	Twice	Daily	2-3 times	Once a week	0	1	0	1	0	0	0	0	1	0	Well	<20min	Boil	0	1	1	1	1	0	0	1	2	1	2	Strongly Agree	Strongly Agree	Agree	Disagree	Strongly Disagree	Yes	3	3	Yes	Yes	Yes	1	1	2	Girl	0	0	No	Yes	Yes	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	Primary	4	55.41282	21,611	BUTAMBALA	13	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	408	Kisoro	2,811,016	Western	2,811	1	BUFUMBIRA	3	11	NYAKINAMA	RWARAMBA	7	GASAVE	20	4,081,000,000	GASAVE	1	129	254	340	21	515,502	null	16	Spouse	Female	39	5	0	Local	11	5	6	Stone/Bricks	Paraffin	Yes	Twice	2-3 times	2-3 times	Daily	0	1	0	1	0	1	1	0	0	null	Buy into tank	<20min	Boil	0	0	1	0	0	1	0	1	null	1	null	Agree	Strongly Agree	null	null	null	No	null	null	No	No	null	null	4	11	Boy	2	0	No	No	No	Private	No	No	No	No	No	No	3	Yes	Yes	Sample 4	null	null	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	4	1	null	6	123.598	63,035	KISORO	17	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	325	Kole	2,426,017	North	2,426	1	KOLE	2	7	OKWERODOT	AYAMO	7	BARONGER	3	3,251,000,000	BARONGER	1	45	112	129	26	911,777	null	17	HH head	Female	null	1	0	Local	9	5	4	Mud	Paraffin	Yes	Twice	4-6 times	Never	Never	0	0	0	1	0	0	1	1	1	null	Borehole	20-30min	null	0	0	1	0	0	0	0	null	null	1	2	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Disagree	No	null	null	No	No	Yes	1	3	3	Girl	2	null	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	1	Primary	null	null	Primary	5	81.82	49,092	KOLE	20	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	305	Kitgum	1,810,007	North	1,810	1	CHUA	3	6	LAGORO	LALANO	1	ALOTO CENTRAL	2	3,051,000,000	ALOTO CENTRAL	1	85	215	242	10	833,751	null	7	HH head	Male	59	1	0	Local	null	null	null	Mud	Paraffin	Yes	Twice	4-6 times	Once a week	Never	0	0	0	0	0	0	1	1	1	null	Well	>60min	null	0	0	1	1	0	1	0	1	null	1	2	Strongly Agree	Agree	Agree	Strongly Agree	Strongly Disagree	Yes	3	4	No	No	null	null	1	3	Boy	2	0	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	Primary	3	78.35098	39,959	KITGUM	17	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	306	Kotido	1,837,010	North	1,837	1	JIE	1	2	KOTIDO	KANAWAT	4	UM-UM	9	3,061,000,000	UM-UM C	1	70	207	229	7	774,316	2015-01-11T00:00:00	10	HH head	Male	41	5	0	Local	null	null	null	Mud	Other	No	Once	2-3 times	Never	2-3 times	0	0	0	0	0	0	0	0	0	null	Borehole	>60min	null	0	0	1	1	0	0	0	1	2	1	2	Agree	Strongly Agree	Agree	Strongly Agree	Disagree	No	null	null	No	No	Yes	1	5	8	Girl	2	null	No	No	No	null	No	No	No	No	Yes	No	null	null	null	Sample 1	Non- reader	null	null	Cannot do	Cannot do	Can do	Cannot do	null	No	No	0	1	null	null	null	0	null	6	52.64117	26,847	KOTIDO	17	30	112	Non- reader	Cannot do	Cannot do	null	Can do	Cannot do	null	HDX	2026-04-07
UG15	107	Mubende	189,017	Central	189	2	KASAMBYA	6	1	BAGEZZE	LWABAGABO	1	KYEGULUSO	11	1,072,000,000	KYEGULUSO	1	133	281	304	9	917,348	null	17	HH head	Female	72	1	0	Local	7	5	2	Stone/Bricks	Paraffin	Yes	3 or more	Once a week	Once a week	Once a week	0	1	0	1	0	0	1	1	0	null	Borehole	<20min	Boil	0	1	0	0	0	1	1	1	null	1	2	Strongly Agree	Strongly Agree	Agree	Strongly Agree	Strongly Disagree	No	null	null	No	No	Yes	1	2	8	Girl	1	1	No	Yes	No	Private	No	No	No	No	No	No	1	Yes	Yes	null	Word	null	Num Rec. 10 - 99	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	2	Secondary	2	1	Primary	3	361.869	151,985	MUBENDE	14	30	112	Word	Cannot do	Cannot do	Num Rec. 10 - 99	Can do	Can do	Can do	HDX	2026-04-07
UG15	226	Buyende	1,479,018	Eastern	1,479	1	BUDIOPE	1	2	BUYENDE	IKANDA	3	KALAMBO	9	2,261,000,000	KALAMBO ''A''	1	95	252	297	9	614,061	2015-03-10T00:00:00	18	HH head	Male	null	1	0	Local	10	1	9	Iron sheet	Paraffin	No	3 or more	Once a week	Once a week	Once a week	0	0	0	1	0	0	1	1	1	null	Borehole	20-30min	null	0	0	1	0	0	0	0	null	null	1	2	Agree	Strongly Agree	Agree	Strongly Disagree	Disagree	Yes	3	3	Yes	Yes	Yes	1	6	11	Boy	2	0	No	null	No	Government	No	Yes	No	No	No	No	4	Yes	Yes	Sample 2	Story	Paragraph	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	5	1	Primary	8	106.6982	60,818	BUYENDE	19	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	320	Maracha	2,270,009	North	2,270	1	MARACHA	3	6	OLUVU	MICHU	10	ONGUDRI	2	3,201,000,000	ONGUDRI ''B''	1	238	195	233	20	410,313	2015-04-10T00:00:00	9	Spouse	Female	40	5	0	Local	5	1	4	Stone/Bricks	Paraffin	No	Twice	2-3 times	2-3 times	4-6 times	0	0	0	0	0	0	1	0	1	null	Borehole	null	null	1	1	1	1	1	1	1	1	null	1	2	Agree	Agree	Agree	Agree	Agree	Yes	4	2	Yes	Yes	null	null	1	5	Boy	null	0	No	Yes	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	null	null	null	0	null	3	76.60925	36,466	MARACHA	17	28	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	210	Pallisa	1,005,011	Eastern	1,005	2	PALLISA	4	3	OLOK	NGALWE	1	BUGORIA	1	2,102,000,000	BUGORIA	1	178	512	591	15	695,386	2015-03-10T00:00:00	11	HH head	Male	45	1	0	Local	12	8	4	Stone/Bricks	Other	Yes	Twice	Once a week	Daily	Never	0	0	0	0	0	0	1	0	0	null	Borehole	20-30min	Chlorine	0	0	0	0	0	1	0	1	null	1	2	Agree	Disagree	Strongly Agree	Agree	Disagree	No	null	null	No	No	Yes	1	4	6	Girl	2	0	No	Yes	Yes	null	No	No	No	No	Yes	No	null	No	null	Sample 1	Non- reader	null	Matching	Cannot do	Cannot do	Can do	Can do	Can do	Yes	Yes	0	1	1	Primary	null	0	Primary	8	111.3367	66,802	PALLISA	20	30	112	Non- reader	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	302	Apac	1,737,001	North	1,737	2	MARUZI	3	5	IBUJE	ALWOROCENG	5	AGOGA	6	3,022,000,000	AGOGA ''B''	1	97	264	259	27	413,701	2015-05-10T00:00:00	1	Spouse	Female	null	1	0	Local	12	4	8	Iron sheet	Other	Yes	Twice	Once a week	Daily	Daily	0	1	0	1	0	1	1	1	1	null	null	null	null	0	0	1	0	0	0	0	1	2	1	null	Agree	Agree	Agree	Disagree	Disagree	Yes	3	4	Yes	Yes	Yes	1	5	12	Girl	2	2	No	Yes	No	Government	No	No	No	No	No	No	4	Yes	Yes	null	Story	Story	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	5	1	Primary	5	140.2203	71,933	APAC	19	27	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	324	Amudat	2,375,016	North	2,375	1	POKOT	2	1	AMUDAT	KATABOK	3	DINGDINGA	12	3,241,000,000	DINGDINGA	1	102	357	312	5	518,631	2015-03-10T00:00:00	16	HH head	Male	44	5	0	Local	4	1	3	Mud	Paraffin	No	Once	Daily	Never	Daily	0	0	0	0	0	0	1	1	1	null	Borehole	20-30min	null	0	0	0	0	0	1	0	1	2	null	null	Agree	Disagree	Agree	Strongly Agree	Strongly Disagree	No	null	null	No	No	No	1	1	1	Girl	2	null	No	No	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	null	null	null	null	null	2	31.07843	15,850	AMUDAT	17	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	117	Buikwe	498,007	Central	498	1	BUIKWE	5	11	SSI-BUKUNJA	LUGOBA	3	LUGALA	1	1,171,000,000	LUGALA B	1	179	289	245	18	137,719	2015-03-10T00:00:00	7	HH head	Male	45	5	1	Local	6	0	4	Stone/Bricks	Paraffin	Yes	Twice	Daily	Daily	Never	0	1	0	1	1	0	1	0	0	HENS(5)	Well	<20min	null	0	0	1	0	0	0	0	null	null	1	2	Strongly Agree	Agree	Strongly Agree	Disagree	Strongly Agree	No	null	null	No	No	Yes	1	3	13	Boy	2	0	No	null	No	Government	No	Yes	No	No	No	No	4	Yes	Yes	Sample 2	Letter	null	Matching	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	2	Secondary	4	1	null	3	236.6691	99,401	BUIKWE	14	30	112	Letter	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	402	Bushenyi	2,640,009	Western	2,640	1	BUSHENYI ISHAKA	3	3	NYAKABIRIZI DIV	RWENJERU WARD	4	MUHIRE B	2	4,021,000,000	MUHIRE B.	2	107	82	72	30	441,383	null	9	Spouse	Female	60	1	0	Local	6	3	3	Stone/Bricks	Paraffin	Yes	3 or more	2-3 times	Daily	Daily	0	1	0	1	0	1	1	1	1	null	Protected Spring	<20min	Boil	0	0	1	0	0	1	0	1	null	1	2	Agree	Agree	Disagree	Disagree	Disagree	Yes	3	3	Yes	Yes	Yes	1	1	2	Boy	1	0	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	1	Primary	null	null	Primary	3	123.8786	52,029	BUSHENYI	14	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	317	Dokolo	2,167,001	North	2,167	1	DOKOLO	3	3	AGWATA	AGWICIRI	3	ADAKOGIK B	3	3,171,000,000	ADAKOGIK B	1	94	257	262	7	814,692	2015-03-10T00:00:00	1	Spouse	Female	33	1	0	Local	6	3	3	Mud	Other	Yes	Twice	2-3 times	4-6 times	Never	0	1	0	1	0	0	1	1	0	null	Borehole	30-60min	Chlorine	0	0	0	0	0	1	0	1	null	1	2	Disagree	Strongly Agree	Agree	Agree	Agree	Yes	3	4	No	No	Yes	1	3	9	Girl	2	0	No	Yes	No	Government	No	Yes	No	No	No	No	null	Yes	Yes	Sample 2	Non- reader	Non- reader	Matching	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	1	Primary	3	1	Primary	4	68.19804	34,781	DOKOLO	17	30	112	Non- reader	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	315	Amolatar	2,119,013	North	2,119	1	KIOGA	2	9	MUNTU	KABANGALA	3	ACUTCAMI ''B''	2	3,151,000,000	ACUTCAMI ''B''	1	78	188	219	19	510,151	null	13	HH head	Female	null	1	0	Local	4	3	1	Mud	Paraffin	Yes	Twice	2-3 times	Once a week	Never	0	0	0	0	0	0	1	0	1	null	Borehole	<20min	Chlorine	0	0	1	0	0	1	0	1	2	1	2	Agree	Agree	Agree	Disagree	Agree	No	null	null	No	No	Yes	1	1	9	Boy	1	0	No	Yes	No	Government	No	Yes	No	No	No	No	1	Yes	Yes	Sample 1	Non- reader	Non- reader	Num Rec. 10 - 99	null	null	Can do	Cannot do	Can do	Yes	Yes	0	1	1	Primary	2	1	Primary	2	48.92105	27,885	AMOLATAR	19	30	112	Non- reader	Cannot do	Cannot do	Num Rec. 10 - 99	Can do	Cannot do	Can do	HDX	2026-04-07
UG15	319	Koboko	2,222,011	North	2,222	1	KOBOKO	1	2	DRANYA	ALLA	2	KIYAKURIE	4	3,191,000,000	KIYAKURIE	1	72	233	220	2	621,518	2015-02-10T00:00:00	11	Spouse	Female	null	5	0	Local	8	5	4	Mud	Other	Yes	Twice	Daily	Daily	Never	0	1	0	1	0	1	1	0	1	null	Borehole	<20min	null	0	0	1	0	0	0	0	1	2	null	null	Agree	Agree	Agree	Agree	Disagree	Yes	3	1	No	No	Yes	1	3	6	Boy	2	null	No	Yes	No	Government	No	Yes	No	No	No	No	1	Yes	Yes	Sample 1	Non- reader	null	Non- numerate	Cannot do	Cannot do	Cannot do	Cannot do	Cannot do	Yes	Yes	0	1	1	Primary	1	1	null	5	53.96842	30,762	KOBOKO	19	30	112	Non- reader	Cannot do	Cannot do	Non- numerate	Cannot do	Cannot do	Cannot do	HDX	2026-04-07
UG15	109	Nakasongola	250,019	Central	250	1	BURULI	3	4	KALUNGI	KISENYI	2	KASAMBYA	1	1,091,000,000	KASAMBYA	1	84	199	186	10	411,322	2015-04-10T00:00:00	19	Spouse	Female	34	1	0	Local	10	4	6	Stone/Bricks	Solar	Yes	Twice	Once a week	Daily	2-3 times	0	1	0	1	0	1	1	0	1	null	Borehole	<20min	Boil	0	0	0	0	0	1	0	1	2	1	null	Agree	Strongly Agree	Disagree	Disagree	Strongly Agree	Yes	3	4	Yes	Yes	Yes	1	1	5	Boy	0	0	No	Yes	Yes	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	1	1	Primary	null	0	Primary	8	101.4611	36,526	NAKASONGOLA	12	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	231	Ngora	1,648,007	Eastern	1,648	1	NGORA	1	5	NGORA TC	EASTERN	6	OKISIMO	6	2,311,000,000	OKISIMO A	2	105	328	344	28	315,491	null	7	HH head	Male	28	1	0	Local	10	5	5	Stone/Bricks	Other	Yes	Once	Daily	Never	Never	0	1	0	1	0	0	1	1	1	null	Well	20-30min	null	0	0	1	0	0	1	0	1	2	null	null	Strongly Agree	Agree	Strongly Agree	Disagree	Agree	Yes	3	4	No	No	Yes	1	4	4	Boy	2	1	No	Yes	Yes	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	1	Primary	null	null	Primary	5	41.29824	23,540	NGORA	19	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	214	Mayuge	1,111,012	Eastern	1,111	1	BUNYA	2	1	BAITAMBOGWE	BUTE	1	BUTE A	3	2,141,000,000	BUTE A ''C''	1	73	196	213	1	510,408	2015-02-10T00:00:00	12	HH head	Female	60	1	0	Local	5	4	1	Mud	Other	Yes	Once	2-3 times	Daily	Daily	0	1	0	0	0	0	1	0	1	null	Protected Spring	20-30min	null	0	1	0	0	0	1	1	null	null	1	null	Disagree	Agree	Disagree	Agree	Agree	No	null	null	No	No	null	null	1	8	Girl	1	0	No	null	No	Government	No	No	No	No	No	No	null	Yes	null	Sample 1	Non- reader	Non- reader	Non- numerate	Cannot do	Cannot do	Can do	Cannot do	Can do	Yes	Yes	0	0	null	null	1	1	Primary	5	203.1521	97,513	MAYUGE	16	30	112	Non- reader	Cannot do	Cannot do	Non- numerate	Can do	Cannot do	Can do	HDX	2026-04-07
UG15	209	Mbale	972,012	Eastern	972	1	BUNGOKHO	2	10	BUNGOKHO MUTOTO	BUMUTOTO	9	MUTOTO LOWER	12	2,091,000,000	MUTOTO LOWER B	1	196	443	458	12	260,518	null	12	Other adult	Female	71	5	0	Local	10	6	4	Stone/Bricks	Electricity	Yes	3 or more	Daily	Once a week	Daily	1	0	0	1	0	0	0	0	0	0	Protected Spring	<20min	null	0	0	1	1	0	0	0	1	null	1	2	Disagree	Agree	Disagree	Strongly Disagree	Disagree	Yes	1	4	No	No	Yes	1	7	16	Girl	0	0	No	Yes	No	Private	No	No	No	No	No	No	2	Yes	Yes	Sample 4	Story	null	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	1	0	2	Secondary	10	1	null	7	304.2694	109,537	MBALE	12	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	305	Kitgum	1,807,012	North	1,807	1	CHUA	4	4	LABONGO AMIDA	AKWORO	7	OYURU	2	3,051,000,000	OYURU	1	82	214	221	7	715,874	null	12	HH head	Male	58	1	0	Local	12	7	5	Stone/Bricks	Paraffin	Yes	Twice	4-6 times	2-3 times	Never	0	0	0	1	0	0	0	0	0	null	Borehole	<20min	null	1	0	1	1	0	1	0	1	2	1	null	Agree	Agree	Agree	Agree	Disagree	Yes	4	2	No	No	Yes	1	3	14	Girl	2	3	No	Yes	No	Government	No	Yes	No	No	No	No	6	Yes	Yes	Sample 2	Story	Story	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	1	Primary	7	1	Primary	3	78.35098	39,959	KITGUM	17	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	208	Kumi	940,013	Eastern	940	1	KUMI	3	3	KUMI	AMEJEI	1	AMEJEI	3	2,081,000,000	AMEJEI ''C''	1	76	220	261	10	643,363	2015-03-10T00:00:00	13	Spouse	Female	38	2	0	Local	7	1	6	Mud	Solar	Yes	3 or more	2-3 times	Daily	Never	0	1	0	1	0	0	1	1	1	2PIGS	Well	>60min	null	0	0	1	1	0	1	0	1	2	1	2	Agree	Agree	Agree	Agree	Disagree	Yes	3	2	Yes	Yes	Yes	1	2	11	Boy	2	0	No	Yes	No	Government	Yes	No	No	No	No	No	1	No	Yes	null	Non- reader	Non- reader	Subtraction	Can do	Can do	Can do	Can do	Can do	Yes	Yes	1	0	1	Primary	3	1	Secondary	4	82.26379	47,713	KUMI	20	29	112	Non- reader	Cannot do	Cannot do	Subtraction	Can do	Can do	Can do	HDX	2026-04-07
UG15	322	Agago	2,335,020	North	2,335	1	AGAGO	1	16	WOL	ATUT	13	MASAKA	5	3,221,000,000	MASAKA	1	41	80	109	25	712,784	null	20	HH head	Female	32	1	0	Local	8	6	2	Stone/Bricks	Paraffin	Yes	Twice	4-6 times	Once a week	Never	0	1	0	0	0	0	1	1	1	null	Borehole	20-30min	null	0	0	1	1	0	1	0	1	null	1	2	Agree	Agree	Agree	Disagree	Agree	No	null	null	No	No	Yes	1	6	11	Girl	1	0	No	Yes	No	Government	No	No	No	No	No	No	5	Yes	Yes	Sample 3	Story	Story	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	1	Primary	6	1	Primary	6	90.15417	43,274	AGAGO	16	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	115	Mityana	448,002	Central	448	2	MITYANA	3	5	MITYANA T C	NORTH WARD	1	BUSWA-BULONGO	11	1,152,000,000	BUSWA-BULONGO ''B	2	196	298	313	28	939,711	null	2	HH head	Female	58	1	0	Local	6	5	1	Stone/Bricks	Electricity	Yes	Twice	Once a week	Once a week	2-3 times	0	1	0	1	0	0	0	0	0	null	Pipe	<20min	Boil	0	0	1	0	0	0	0	1	2	null	null	Strongly Agree	Disagree	Disagree	Agree	Strongly Disagree	Yes	2	4	No	No	Yes	1	2	6	Girl	0	2	No	Yes	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	1	2	Secondary	null	0	Primary	5	268.4067	80,522	MITYANA	10	30	112	Letter	Cannot do	Cannot do	Matching	Cannot do	Cannot do	Cannot do	HDX	2026-04-07
UG15	111	Sembabule	313,013	Central	313	2	MAWOGALA	3	2	LWEBITAKULI	KINYWAMAZZI	6	KITEMBA	11	1,112,000,000	KITEMBA	1	118	252	273	13	417,852	2015-03-10T00:00:00	13	HH head	Male	48	5	0	Local	8	4	4	Stone/Bricks	Paraffin	Yes	Once	Never	Never	Never	0	1	0	1	0	0	0	0	0	1PIG	Dam	20-30min	Boil	0	0	0	0	0	1	0	1	2	null	null	Strongly Agree	Agree	Agree	Agree	Disagree	Yes	3	1	No	No	Yes	1	1	2	Girl	null	null	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	null	5	115.7042	55,538	SEMBABULE	16	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	117	Buikwe	493,008	Central	493	1	BUIKWE	5	7	NGOGWE	NAMULESA	9	MAWOLOBA	13	1,171,000,000	MAWOLOBA ''A''	1	85	216	192	13	842,013	2015-03-10T00:00:00	8	HH head	Male	36	1	0	Local	5	0	3	Stone/Bricks	Paraffin	Yes	Twice	4-6 times	4-6 times	Never	0	1	0	1	0	0	1	0	1	null	Pipe	<20min	Boil	0	0	1	0	0	1	0	null	null	1	2	Disagree	Agree	Agree	Agree	Agree	Yes	3	null	Yes	Yes	Yes	1	5	14	Girl	2	2	No	Yes	No	Government	No	Yes	No	No	No	No	5	Yes	Yes	Sample 3	Word	null	Num Rec. 10 - 99	Can do	Can do	Can do	Can do	Cannot do	Yes	Yes	0	1	1	Primary	6	1	Primary	5	194.9039	99,401	BUIKWE	17	30	112	Word	Cannot do	Cannot do	Num Rec. 10 - 99	Can do	Can do	Cannot do	HDX	2026-04-07
UG15	325	Kole	2,426,008	North	2,426	1	KOLE	2	7	OKWERODOT	AYAMO	7	BARONGER	3	3,251,000,000	BARONGER	1	45	112	129	26	911,777	null	8	HH head	Female	null	1	0	Local	5	3	2	Mud	Paraffin	Yes	Twice	2-3 times	2-3 times	Never	0	1	0	0	0	0	0	0	0	null	Protected Spring	<20min	null	0	0	1	0	0	0	0	1	2	1	null	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Agree	No	null	null	No	No	Yes	1	1	1	Girl	null	null	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	Primary	4	81.82	49,092	KOLE	20	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	314	Abim	2,079,018	North	2,079	1	LABNOR COUNTY	1	4	LOTUKEI	ACHANGALL	10	TYENOLAM	4	3,141,000,000	TYENOLAM	1	43	118	123	9	420,632	2015-03-10T00:00:00	18	Spouse	Female	29	1	0	Local	7	5	2	Mud	Other	No	Twice	2-3 times	Never	Never	0	0	0	0	0	0	0	0	0	0	Borehole	<20min	null	0	0	1	1	0	0	0	1	null	1	2	Agree	Agree	Disagree	Disagree	Strongly Agree	Yes	4	1	Yes	No	Yes	1	1	2	Girl	null	null	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	null	null	null	null	Primary	3	43.56429	18,297	ABIM	14	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	313	Yumbe	2,053,012	North	2,053	1	ARINGA	4	6	KOCHI	LOKPE	2	MASAKA	3	3,131,000,000	MASAKA /A/	1	92	261	309	13	214,451	2015-04-10T00:00:00	12	Spouse	Female	50	2	0	Local	10	3	7	Stone/Bricks	Other	Yes	Once	Daily	Once a week	Once a week	0	0	0	0	0	0	1	1	1	null	Borehole	30-60min	null	0	0	1	1	0	1	0	1	2	null	null	Strongly Agree	Strongly Disagree	Strongly Agree	Strongly Agree	Strongly Disagree	No	null	null	No	No	Yes	1	3	7	Girl	2	0	No	Yes	No	Government	No	Yes	No	No	No	No	1	Yes	Yes	Sample 1	Letter	null	Matching	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	2	Secondary	2	1	Secondary	7	118.0037	63,722	YUMBE	18	30	112	Letter	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	324	Amudat	2,376,001	North	2,376	1	POKOT	2	1	AMUDAT	KATABOK	9	KODIAKA	18	3,241,000,000	KODIAKA	1	54	185	148	6	614,698	2015-02-10T00:00:00	1	HH head	Female	38	5	1	Local	7	4	3	Mud	Paraffin	No	Once	Once a week	Never	Once a week	0	0	0	0	0	0	0	1	0	null	Well	>60min	null	0	0	1	1	0	1	0	1	null	null	null	Agree	Agree	Agree	Agree	Disagree	Yes	4	1	Yes	Yes	Yes	1	2	1	Girl	2	0	No	No	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	null	7	27.80702	15,850	AMUDAT	19	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	204	Jinja	811,010	Eastern	811	1	BUTEMBE	1	2	BUSEDDE	BUGOBYA	7	NAKATI	12	2,041,000,000	NAKATI	1	91	202	217	1	597,498	null	10	HH head	Male	42	1	0	Local	10	8	2	Iron sheet	Paraffin	Yes	Twice	4-6 times	Never	Never	0	1	0	1	0	0	1	0	1	null	Borehole	<20min	Boil	0	0	1	1	0	1	0	null	null	1	2	Agree	Strongly Agree	Agree	Strongly Agree	Agree	Yes	3	3	No	No	null	null	3	7	Girl	2	0	Yes	Yes	No	Government	No	Yes	No	No	No	No	1	Yes	No	Sample 1	Letter	Non- reader	Non- numerate	Can do	null	Cannot do	null	null	Yes	Yes	0	1	2	Secondary	2	1	Primary	5	208.9756	94,039	JINJA	15	30	112	Letter	Cannot do	Cannot do	Non- numerate	Cannot do	Can do	Can do	HDX	2026-04-07
UG15	220	Bukwa	1,294,019	Eastern	1,294	1	KONGASIS	3	3	CHEPKWASTA	KAPSABIT	5	SEREM	7	2,201,000,000	SEREM	1	42	128	108	4	275,796	null	19	HH head	Male	41	1	0	Local	10	5	5	Mud	Paraffin	Yes	3 or more	Daily	Never	2-3 times	0	0	0	0	0	0	0	1	1	null	Pipe	<20min	null	0	0	1	1	0	1	0	1	null	1	2	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Disagree	Agree	No	null	null	No	No	No	2	4	5	Boy	2	0	No	Yes	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	1	Primary	null	0	Primary	7	31.18704	16,841	BUKWA	18	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	306	Kotido	1,849,020	North	1,849	1	JIE	3	5	PANYANGARA	LOPOSA	1	JIMOS	4	3,061,000,000	JIMOS	1	65	194	249	19	317,011	2015-04-10T00:00:00	20	HH head	null	50	5	0	Local	10	7	3	Mud	Other	No	Once	Never	Never	Daily	0	0	0	0	0	0	0	1	1	null	Borehole	30-60min	null	0	0	1	0	0	0	0	null	null	null	null	Agree	Agree	Disagree	Disagree	Disagree	No	null	null	No	No	Yes	1	9	9	Girl	2	0	No	No	No	null	No	Yes	No	No	No	No	null	null	Yes	Sample 2	Non- reader	null	Non- numerate	null	Cannot do	Cannot do	Cannot do	Can do	No	No	0	1	null	null	1	1	null	11	49.71667	26,847	KOTIDO	18	30	112	Non- reader	Cannot do	Cannot do	Non- numerate	Cannot do	Cannot do	Can do	HDX	2026-04-07
UG15	122	Kalungu	657,019	Central	657	1	KALUNGU	2	5	LUKAYA T C	CENTRAL WARD	2	CENTRAL	12	1,221,000,000	CENTRAL	2	136	183	227	27	774,444	null	19	HH head	Female	41	1	0	Local	13	9	4	Stone/Bricks	Paraffin	Yes	Twice	4-6 times	4-6 times	Daily	0	1	0	1	0	0	1	1	0	DUCKS	Borehole	30-60min	Boil	0	1	0	1	1	0	0	1	null	1	null	Disagree	Agree	Agree	Strongly Disagree	Strongly Disagree	Yes	1	4	No	No	null	null	6	12	Girl	1	2	No	null	No	Private	No	No	No	No	No	No	5	Yes	Yes	Sample 1	Story	Story	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	6	1	Primary	11	115.5722	41,606	KALUNGU	12	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	320	Maracha	2,254,005	North	2,254	1	MARACHA	4	1	KIJOMORO	LAMILA	8	ROBU-KANDRIA	3	3,201,000,000	ROBU-KANDRIA	1	151	323	342	4	422,031	2015-03-10T00:00:00	5	HH head	Male	47	1	0	Local	7	3	4	Stone/Bricks	Paraffin	Yes	Twice	2-3 times	Once a week	4-6 times	0	0	0	0	0	0	0	1	1	null	Well	20-30min	Chlorine	0	0	1	1	0	1	0	1	null	1	2	Disagree	Agree	Agree	Strongly Agree	Strongly Agree	No	null	null	No	No	null	null	2	6	Boy	2	0	No	Yes	No	Government	No	Yes	No	No	No	No	1	No	null	Sample 2	null	null	Non- numerate	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	1	1	Primary	4	72.35317	36,466	MARACHA	18	28	112	Non- reader	Cannot do	Cannot do	Non- numerate	Can do	Can do	Can do	HDX	2026-04-07
UG15	122	Kalungu	646,005	Central	646	1	KALUNGU	3	4	KYAMULIBWA	KABAALE	6	NAMASAVU B	1	1,221,000,000	NAMASAVU ''B''	1	97	255	295	16	726,746	null	5	Spouse	Male	40	5	0	Local	6	5	1	Stone/Bricks	Paraffin	Yes	3 or more	Daily	2-3 times	Daily	0	1	0	1	0	0	0	1	0	null	Well	20-30min	Boil	0	0	1	1	0	0	0	1	2	1	2	Disagree	Agree	Disagree	Disagree	Agree	Yes	3	3	No	No	Yes	1	4	11	Boy	2	1	No	No	No	Private	No	No	No	No	No	No	2	Yes	Yes	Sample 2	Letter	Non- reader	Subtraction	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	null	null	3	1	null	5	81.5804	41,606	KALUNGU	17	30	112	Letter	Cannot do	Cannot do	Subtraction	Can do	Can do	Can do	HDX	2026-04-07
UG15	210	Pallisa	992,003	Eastern	992	1	BUTEBO	4	1	BUTEBO	KASYEBAI	5	KASYEBAI	7	2,101,000,000	KASYEBAI	1	113	351	326	2	617,394	2015-03-10T00:00:00	3	HH head	Male	65	2	0	Local	7	0	5	Stone/Bricks	Paraffin	Yes	Twice	Daily	Never	Never	0	0	0	0	0	0	1	1	1	null	Borehole	<20min	Filter	0	0	1	1	0	0	0	1	null	1	2	Agree	Agree	Agree	Agree	Agree	No	null	null	No	No	null	null	1	5	Boy	2	0	No	Yes	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	1	Primary	null	0	Secondary	4	111.3367	66,802	PALLISA	20	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	316	Amuru	2,152,011	North	2,152	1	KILAK	2	5	PABO	KAL	1	KAL CENTRE	8	3,161,000,000	KAL CENTRE ''H''	1	62	174	158	22	714,932	2015-04-10T00:00:00	11	HH head	null	29	4	0	Local	3	0	1	Stone/Bricks	Solar	Yes	Twice	2-3 times	2-3 times	Once a week	0	1	1	0	0	0	1	0	0	0POULTRY	Borehole	<20min	null	0	0	1	1	1	0	0	null	null	1	null	Agree	null	Agree	Agree	null	Yes	3	4	Yes	Yes	null	null	1	2	Girl	1	0	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	1	null	null	null	null	> Secondary	2	115.0636	37,971	AMURU	11	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	310	Nebbi	1,961,015	North	1,961	2	PADYERE	3	1	AKWORO	MURUSI	3	MURUMBI	5	3,102,000,000	MURUMBI	1	102	209	283	11	225,518	null	15	HH head	Male	27	1	0	Local	3	0	1	Mud	Paraffin	Yes	Once	Once a week	Never	Never	0	0	0	1	0	0	0	0	0	null	Rain water	null	Filter	0	0	0	0	0	0	1	1	null	1	null	Agree	Disagree	Agree	Agree	Agree	No	null	null	No	No	null	null	5	13	Girl	2	null	No	No	No	null	No	Yes	No	No	Yes	No	null	No	No	Sample 4	Story	null	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	null	null	null	0	Primary	5	139.6704	75,422	NEBBI	18	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	329	Otuke	2,545,003	North	2,545	1	OTUKE	4	6	OLILIM	GOTOJWANG	11	BAQDAGO	5	3,291,000,000	BARDAGO	1	43	89	101	25	510,531	2015-03-10T00:00:00	3	Spouse	Female	33	1	0	Local	7	3	4	Mud	Other	Yes	Twice	2-3 times	Never	Never	0	1	0	0	0	0	1	1	1	6 CHICKEN	Borehole	20-30min	null	0	0	1	1	0	1	0	null	2	1	2	Agree	Strongly Agree	Agree	Agree	Agree	Yes	3	4	No	No	Yes	1	1	2	Boy	2	null	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	null	null	null	null	Primary	5	61.86944	22,273	OTUKE	12	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	411	Ntungamo	2,902,002	Western	2,902	4	RUSHENYI	2	2	NGOMA	KIYANJA	7	RUHEGA	8	4,114,000,000	RUHEGA	1	73	162	181	22	826,717	2015-03-10T00:00:00	2	HH head	Male	65	5	0	Local	8	3	5	Mud	Paraffin	Yes	Twice	Daily	2-3 times	Daily	0	1	0	1	0	0	0	1	1	6HENS	Pipe	<20min	Boil	0	0	1	0	1	0	0	1	null	null	null	Agree	Disagree	Agree	Strongly Agree	Strongly Disagree	Yes	3	4	Yes	Yes	Yes	1	5	14	Boy	2	0	No	No	No	Private	No	No	No	No	No	No	4	No	No	Sample 4	Story	Story	Num Rec. 10 - 99	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	5	1	null	5	245.7905	103,232	NTUNGAMO	14	30	112	Story	Can do	Cannot do	Num Rec. 10 - 99	Can do	Can do	Can do	HDX	2026-04-07
UG15	330	Zombo	2,568,015	North	2,568	1	OKORO	1	8	IWARR	AFERE	2	AWORA LUL	10	3,301,000,000	AWORA LUL	1	55	129	135	18	229,342	null	15	Spouse	Female	46	1	0	Local	11	4	7	Stone/Bricks	Solar	Yes	3 or more	2-3 times	Daily	Never	0	1	0	1	0	1	0	0	1	2 PIGS	River	<20min	Boil	0	0	0	1	0	0	0	1	null	1	null	Agree	Disagree	Strongly Disagree	Agree	Agree	Yes	4	4	Yes	Yes	Yes	1	1	3	Girl	2	0	Yes	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	0	1	Primary	null	null	Primary	4	106.1854	50,969	ZOMBO	16	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	402	Bushenyi	2,628,018	Western	2,628	2	RIGARA	7	7	KYEIZOOBA	NYAMIYAGA	3	KYEIZOOBA	7	4,022,000,000	KYEIZOOBA	1	100	171	229	18	720,452	null	18	HH head	Male	39	1	0	Local	4	1	3	Stone/Bricks	Paraffin	Yes	3 or more	2-3 times	Daily	Daily	1	1	0	1	1	1	0	1	1	null	Pipe	<20min	Boil	1	0	1	0	0	0	0	1	null	1	2	Agree	Agree	Agree	Disagree	Agree	Yes	3	4	No	No	Yes	1	1	1	Boy	2	null	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	1	Primary	null	null	Primary	2	173.43	52,029	BUSHENYI	10	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	403	Hoima	2,662,013	Western	2,662	2	BUHAGUZI	4	5	KYANGWALI	KYANGWALI	3	HANGA II B	6	4,032,000,000	HANGA II B ''B''	1	114	310	278	22	658,910	null	13	Spouse	Female	36	1	0	Local	6	3	3	Mud	Paraffin	Yes	3 or more	2-3 times	Once a week	Never	0	1	0	1	0	0	0	1	1	0	Dam	<20min	Boil	0	0	1	1	0	1	0	1	2	1	null	Agree	Agree	Strongly Agree	Strongly Agree	Strongly Agree	No	null	null	No	No	Yes	1	3	7	Boy	2	1	No	Yes	No	Private	No	No	No	No	No	No	1	No	No	Sample 3	Non- reader	Non- reader	Matching	Cannot do	Cannot do	Can do	Cannot do	Can do	Yes	Yes	0	0	1	Primary	2	1	Primary	4	228.5063	125,907	HOIMA	19	29	112	Non- reader	Cannot do	Cannot do	Matching	Can do	Cannot do	Can do	HDX	2026-04-07
UG15	320	Maracha	2,267,002	North	2,267	1	MARACHA	4	5	OLUFFE	OTRAVU	7	BONGILO	13	3,201,000,000	BONGILO ''A''	1	71	198	214	17	213,422	2015-03-10T00:00:00	2	HH head	Female	50	5	0	Local	5	0	3	Iron sheet	Paraffin	Yes	Twice	4-6 times	2-3 times	Never	0	0	0	1	0	0	0	1	1	null	Protected Spring	<20min	null	0	0	1	0	0	0	0	1	null	1	2	Disagree	Agree	Disagree	Disagree	Disagree	No	null	null	No	No	Yes	1	2	14	Girl	1	0	No	No	No	Government	No	Yes	No	No	No	No	2	Yes	Yes	Sample 3	Non- reader	null	Matching	Can do	Cannot do	Can do	Can do	Can do	Yes	Yes	0	0	null	null	3	1	null	3	162.7946	36,466	MARACHA	8	28	112	Non- reader	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	224	Namutumba	1,416,017	Eastern	1,416	1	BUSIKI	37	1	BULANGE	MPUMIRO	4	BUNAIBANI	7	2,241,000,000	BUNAIBANI ''A''	1	76	224	214	6	122,114	null	17	Spouse	Female	32	1	1	Local	8	6	2	Iron sheet	Paraffin	No	3 or more	Daily	Daily	Once a week	0	0	0	1	0	0	0	0	1	null	Borehole	<20min	null	0	0	1	1	0	1	0	1	2	1	null	Disagree	Agree	Agree	Strongly Disagree	Strongly Disagree	No	null	null	No	No	null	null	2	2	Girl	null	null	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	null	null	null	null	Primary	6	87.18627	44,465	NAMUTUMBA	17	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	416	Buliisa	3,036,015	Western	3,036	1	BULIISA	2	2	BULIISA	KAKOORA	2	KAKOORA	4	4,161,000,000	KAKOORA.A''	1	155	317	385	6	425,251	2015-03-09T00:00:00	15	HH head	Male	42	1	0	Local	8	6	2	Mud	Paraffin	Yes	3 or more	4-6 times	Daily	Never	0	1	0	1	0	0	0	0	1	null	Well	>60min	null	1	1	1	1	1	1	0	1	null	1	null	Agree	Strongly Agree	Strongly Agree	Strongly Agree	Strongly Disagree	No	null	null	No	No	Yes	1	3	5	Girl	2	0	No	No	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	0	Primary	6	37.74912	21,517	BULIISA	19	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	415	Kyenjojo	3,024,003	Western	3,024	1	MWENGE	6	15	NYANKWANZI	NYAMYEZI	5	KIZIRAHETE	6	4,151,000,000	KIZIRAHETE	1	83	201	233	24	817,321	2015-02-10T00:00:00	3	Spouse	Female	32	5	0	Local	6	0	5	Mud	Paraffin	Yes	Twice	2-3 times	Daily	Never	0	0	0	1	0	0	0	0	1	null	Well	>60min	Boil	0	0	0	0	0	1	0	1	2	null	null	Agree	Agree	Strongly Agree	Agree	Agree	No	null	null	No	No	null	null	4	9	Boy	2	0	No	Yes	No	Government	No	No	No	No	No	No	1	No	No	Sample 2	Letter	Non- reader	Matching	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	1	1	null	5	170.2482	91,934	KYENJOJO	18	30	112	Letter	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	320	Maracha	2,275,005	North	2,275	1	MARACHA	1	8	YIVU	ALARAPI	2	ANYAVU	5	3,201,000,000	ANYAVU	1	87	192	211	25	631,315	2015-03-10T00:00:00	5	HH head	Male	43	1	0	Local	9	3	6	Mud	Paraffin	No	Once	Daily	Never	Never	0	0	0	0	0	0	1	1	1	null	Well	<20min	null	0	0	0	0	0	1	0	1	2	null	null	Agree	Strongly Agree	Agree	Strongly Agree	Agree	No	null	null	No	No	Yes	1	1	2	Girl	2	0	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	Primary	5	100.1813	36,466	MARACHA	13	28	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	114	Lyantonde	405,010	Central	405	1	KABULA	3	4	LYANTONDE	KATOVU	1	KATAZIGOLOKWA TR	2	1,141,000,000	KATAZIGOLOKWA TR	1	127	267	313	15	338,211	null	10	HH head	Female	42	1	0	Local	9	0	7	Mud	Paraffin	Yes	Twice	2-3 times	Daily	Daily	0	1	0	1	0	0	1	0	0	null	Dam	>60min	Boil	0	0	1	0	0	0	0	1	2	null	null	Agree	Agree	Agree	Agree	Agree	Yes	3	2	No	No	null	null	3	5	Girl	2	3	No	Yes	Yes	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	1	Primary	null	0	Primary	6	57.93056	20,855	LYANTONDE	12	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	221	Butaleja	1,333,002	Eastern	1,333	1	BUNYOLE	2	8	HIMUTU	KANGALABA	6	NALUSAGATOWNSHIP	5	2,211,000,000	NALUSAGA TOWNSHI	1	129	312	350	13	151,410	null	2	HH head	Male	27	1	0	Local	4	0	2	Mud	Paraffin	No	Twice	Daily	Never	Never	0	0	0	1	0	0	1	0	0	null	Well	20-30min	Boil	0	0	1	1	0	0	0	null	null	1	2	Disagree	Agree	Strongly Disagree	Strongly Agree	Agree	Yes	3	2	No	No	Yes	1	2	5	Boy	2	0	No	Yes	No	null	No	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	1	Primary	null	0	Primary	2	113.6179	44,311	BUTALEJA	13	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	410	Mbarara	2,863,017	Western	2,863	3	RWAMPALA	3	1	BUGAMBA	KIBINGO	1	BUTERERE	6	4,103,000,000	BUTERERE	1	113	265	269	13	514,122	2015-04-10T00:00:00	17	Spouse	Female	34	1	0	Local	6	3	3	Stone/Bricks	Paraffin	Yes	Twice	4-6 times	4-6 times	Never	0	0	0	1	0	0	0	1	1	null	Well	20-30min	Boil	0	0	1	0	0	1	0	1	2	1	2	Agree	Strongly Agree	Agree	Agree	Agree	No	null	null	No	No	Yes	1	2	7	Boy	2	3	No	Yes	No	Private	No	Yes	No	No	No	No	null	Yes	Yes	Sample 3	Letter	Paragraph	Num Rec. 10 - 99	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	1	1	Primary	4	221.8902	113,164	MBARARA	17	30	112	Letter	Cannot do	Cannot do	Num Rec. 10 - 99	Can do	Can do	Can do	HDX	2026-04-07
UG15	219	Bukedea	1,274,012	Eastern	1,274	1	BUKEDEA	2	4	KIDONGOLE	KAJAMAKA	4	KOSIRE	4	2,191,000,000	KOSIRE ''A	1	58	175	163	14	312,231	2015-03-10T00:00:00	12	HH head	Male	25	1	0	Local	5	3	2	Mud	Other	Yes	Twice	4-6 times	Daily	Never	0	1	0	0	0	0	1	1	0	0	Protected Spring	20-30min	null	0	1	1	0	0	1	0	1	2	null	null	Agree	Agree	Disagree	Disagree	Disagree	No	null	null	No	No	null	null	1	2	Boy	2	0	No	No	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	Primary	3	73.46222	33,058	BUKEDEA	15	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	224	Namutumba	1,417,001	Eastern	1,417	1	BUSIKI	1	2	IVUKULA	BUWALIRA	15	NAMUSITA A	16	2,241,000,000	NAMUSITA A	1	101	428	411	7	297,675	null	1	HH head	Male	26	2	0	Local	5	0	3	Mud	Paraffin	Yes	Twice	4-6 times	Daily	Daily	0	1	0	1	0	0	0	0	1	null	Borehole	20-30min	null	0	0	1	0	0	1	0	1	null	1	2	Agree	Strongly Agree	Agree	Agree	Disagree	Yes	3	4	No	No	Yes	1	1	2	Girl	2	null	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	2	Secondary	null	null	Secondary	3	78.00877	44,465	NAMUTUMBA	19	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	413	Kamwenge	2,942,009	Western	2,942	1	KIBALE	2	1	BIGULI	KABUYE	3	KAGAATI	3	4,131,000,000	KAGAATL	1	137	398	363	2	220,577	null	9	HH head	Male	null	1	0	Local	6	0	4	Mud	Paraffin	Yes	Twice	2-3 times	Once a week	Never	0	1	0	0	0	0	1	0	1	15CHICKEN	Well	20-30min	null	0	0	1	0	0	1	0	1	2	null	null	Strongly Agree	Agree	Agree	Agree	Disagree	Yes	3	1	Yes	Yes	Yes	1	2	15	Boy	2	null	No	Yes	No	Government	No	Yes	No	No	No	No	6	Yes	No	Sample 3	Story	null	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	0	1	Primary	7	1	Primary	2	158.0877	90,110	KAMWENGE	19	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	203	Iganga	795,020	Eastern	795	3	KIGULU	4	3	NAKALAMA	NAKALAMA	7	NAKALAMA NORTH	20	2,033,000,000	NAKALAMA SOUTH F	1	64	127	134	15	630,850	null	20	Spouse	Female	39	1	0	Local	6	0	4	Stone/Bricks	Electricity	Yes	3 or more	Daily	Daily	Daily	1	1	0	1	0	0	1	0	0	null	Borehole	<20min	Boil	0	0	1	0	0	1	0	null	null	1	2	Disagree	Agree	Disagree	Agree	Disagree	Yes	1	4	No	No	null	null	5	14	Boy	2	null	No	Yes	No	Private	No	No	No	No	No	No	null	No	No	Sample 3	Story	Story	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	1	1	1	Primary	9	1	Primary	5	228.66	102,897	IGANGA	15	30	112	Story	Can do	Can do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	329	Otuke	2,529,015	North	2,529	1	OTUKE	2	3	OGOR	ATANGWATA	8	BARKEA LOWER	6	3,291,000,000	BARKEA LOWER	1	35	85	87	9	518,831	2015-03-10T00:00:00	15	Other adult	Female	56	1	0	Local	4	1	3	Mud	Other	Yes	Twice	2-3 times	2-3 times	Never	0	0	0	1	0	0	0	0	1	1	Borehole	<20min	Boil	0	1	0	0	0	1	0	1	null	1	null	Agree	Agree	Agree	Disagree	Disagree	No	null	null	No	No	null	null	2	3	Girl	2	null	No	Yes	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	1	1	Primary	null	null	Primary	2	43.67255	22,273	OTUKE	17	30	112	null	null	null	null	null	null	null	HDX	2026-04-07
UG15	117	Buikwe	487,014	Central	487	1	BUIKWE	4	5	NAJJA	KIYINDI	4	KAKUNYU	20	1,171,000,000	KAKUNYU ''K''	1	132	213	256	7	613,822	2015-04-10T00:00:00	14	Spouse	Female	30	1	0	Local	7	3	4	Stone/Bricks	Paraffin	Yes	Twice	Daily	2-3 times	2-3 times	0	1	0	1	0	0	0	0	1	0	Borehole	<20min	null	0	0	1	0	0	0	0	null	null	1	2	Agree	Agree	Agree	Agree	Disagree	No	null	null	No	No	Yes	1	2	9	Boy	2	3	No	No	No	Private	Yes	No	No	No	No	No	null	null	Yes	Sample 1	Non- reader	null	Matching	Cannot do	Cannot do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	1	1	Primary	3	207.0854	99,401	BUIKWE	16	30	112	Non- reader	Cannot do	Cannot do	Matching	Can do	Can do	Can do	HDX	2026-04-07
UG15	205	Kamuli	854,015	Eastern	854	1	BUGABULA	10	6	NABUWIGULU	BUWANUME	7	BUNHYOLE	7	2,051,000,000	BUNHYOLE	1	116	340	320	14	377,527	null	15	Other adult	Female	56	1	0	Local	9	4	5	Stone/Bricks	Paraffin	Yes	3 or more	Daily	Never	Never	0	1	0	1	0	0	1	1	0	null	Borehole	<20min	null	0	0	1	1	0	1	0	1	2	1	null	Agree	Strongly Disagree	Agree	Strongly Disagree	Disagree	No	null	null	No	No	Yes	1	3	7	Boy	0	4	No	null	No	Private	Yes	No	No	No	No	No	1	Yes	Yes	Sample 2	Letter	Non- reader	Divide	Can do	Can do	Can do	Can do	Can do	Yes	Yes	0	1	null	null	2	1	Primary	5	183.9	93,789	KAMULI	17	30	112	Letter	Cannot do	Cannot do	Divide	Can do	Can do	Can do	HDX	2026-04-07
UG15	217	Budaka	1,207,007	Eastern	1,207	1	BUDAKA	2	5	KAKULE	KAPERI	2	KAPERI	4	2,171,000,000	KAPERI ''B''	1	66	171	208	7	498,149	2015-03-10T00:00:00	7	HH head	Male	49	1	0	Local	6	3	3	Stone/Bricks	Paraffin	Yes	Twice	Daily	Daily	Never	0	0	0	0	0	0	1	1	0	0	Borehole	20-30min	null	0	0	1	0	0	1	0	1	2	1	null	Agree	Disagree	Agree	Strongly Disagree	Disagree	No	null	null	No	No	Yes	1	3	8	Boy	2	0	No	No	No	Government	No	Yes	No	No	No	No	3	Yes	Yes	Sample 2	Letter	null	Addition	Cannot do	Cannot do	Cannot do	Cannot do	Can do	Yes	Yes	0	1	null	null	2	1	Primary	4	65.34561	37,247	BUDAKA	19	30	112	Letter	Cannot do	Cannot do	Addition	Cannot do	Cannot do	Can do	HDX	2026-04-07
UG15	224	Namutumba	1,416,010	Eastern	1,416	1	BUSIKI	37	1	BULANGE	MPUMIRO	4	BUNAIBANI	7	2,241,000,000	BUNAIBANI ''A''	1	76	224	214	6	122,114	null	10	Spouse	Female	30	5	0	Local	9	5	4	Iron sheet	Paraffin	Yes	3 or more	Daily	2-3 times	Once a week	0	1	0	1	0	0	1	0	1	null	Well	>60min	null	0	0	1	1	0	1	0	1	2	null	null	Strongly Agree	Agree	Agree	Strongly Agree	Agree	No	null	null	No	No	null	null	1	1	Boy	null	null	null	null	No	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	null	null	null	null	null	6	87.18627	44,465	NAMUTUMBA	17	30	112	null	null	null	null	null	null	null	HDX	2026-04-07

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Learning levels in Uganda (2015)

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. Temporal coverage is indicated by the date column(s). 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)	164,129
Columns	130 (62 numeric, 67 categorical, 1 datetime)
Train split	131,303 rows
Test split	32,825 rows
Geographic scope	UGA
Publisher	Uwezo at Twaweza East Africa (inactive)
HDX last updated	2025-02-19

Variables

Geographic — id_district (range 101.0–426.0), id_districtname (Koboko, Pallisa, Kaabong), id_regionname (Eastern, North, Western), county_code1 (range 1.0–5.0), county (KIBOGA, BUKOTO, KOBOKO) and 19 others.

Temporal — date.

Demographic — id_hh (range 1001.0–3360020.0), id_village (range 1.0–3360.0), no_of_hhs (range 12.0–808.0), males (range 23.0–990.0), females (range 11.0–1136.0) and 16 others.

Identifier / Metadata — id_database (UG15), parishcode (range 1.0–94.0), parish_name (CENTRAL WARD, LOROO, AMUDAT), ea_code (range 1.0–95.0), eacode (range 10101.0–4261000000.0) and 6 others.

Other — sample_no (range 1.0–30.0), house_wall, house_lighting, asset_toilet, eat_veg and 68 others.

Quick Start

from datasets import load_dataset

ds    = load_dataset("electricsheepafrica/africa-learning-levels-in-uganda-2015")
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%	UG15
`id_district`	int64	0.0%	101.0 – 426.0 (mean 268.3714)
`id_districtname`	object	0.0%	Koboko, Pallisa, Kaabong
`id_hh`	int64	0.0%	1001.0 – 3360020.0 (mean 1698053.7879)
`id_regionname`	object	0.0%	Eastern, North, Western
`id_village`	int64	0.0%	1.0 – 3360.0 (mean 1698.0435)
`county_code1`	int64	0.0%	1.0 – 5.0 (mean 1.2955)
`county`	object	0.0%	KIBOGA, BUKOTO, KOBOKO
`parishcode`	int64	0.0%	1.0 – 94.0 (mean 3.559)
`subcounty_code`	int64	0.0%	1.0 – 29.0 (mean 4.9305)
`subcounty_name`	object	0.0%	KARITA, MALONGO, KIRYANDONGO
`parish_name`	object	0.0%	CENTRAL WARD, LOROO, AMUDAT
`locationcode`	int64	0.0%	1.0 – 94.0 (mean 4.8976)
`location`	object	0.0%	MASAKA, KAVULE, AGULE
`ea_code`	int64	0.0%	1.0 – 95.0 (mean 7.1056)
`eacode`	float64	0.1%	10101.0 – 4261000000.0 (mean 2682383775.3687)
`village_estate`	object	0.0%	MASAKA, AYILO, KASAMBYA
`urban_code`	int64	0.0%	1.0 – 2.0 (mean 1.1216)
`no_of_hhs`	int64	0.0%	12.0 – 808.0 (mean 100.631)
`males`	int64	0.0%	23.0 – 990.0 (mean 240.0212)
`females`	int64	0.0%	11.0 – 1136.0 (mean 255.5044)
`sample_no`	int64	0.0%	1.0 – 30.0 (mean 15.2208)
`validationcode`	int64	0.0%	22010.0 – 999023.0 (mean 540592.1559)
`date`	datetime64[ns]	49.4%
`hhno`	int64	0.0%	1.0 – 50.0 (mean 10.2612)
`answering_person`	object	1.4%	HH head, Spouse, Other adult
`hh_gender`	object	2.0%	Female, Male
`hh_age`	float64	11.1%	16.0 – 120.0 (mean 39.4212)
`hh_edu_raw`	float64	3.0%	1.0 – 5.0 (mean 2.0719)
`household_visited`	int64	0.0%	0.0 – 1.0 (mean 0.0316)
`home_language`	object	0.6%
`hh_size`	float64	0.3%	1.0 – 50.0 (mean 7.1386)
`hh_males`	float64	0.9%
`hh_females`	float64	2.1%
`house_wall`	object	0.3%
`house_lighting`	object	0.0%
`asset_toilet`	object	0.0%
`mealsperday`	object	1.2%
`eat_veg`	object	0.8%
`eat_fruit`	object	0.7%
`drink_milk`	object	1.4%
`asset_tv`	int64	0.0%
`asset_radio`	int64	0.0%
`asset_computer`	int64	0.0%
`asset_phone`	int64	0.0%
`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%
`h107other`	object	69.3%
`water_source`	object	0.8%
`water_source_distance`	object	1.7%
`treat_water`	object	56.4%
`h201_1`	int64	0.0%
`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%
`h301a_1`	float64	21.8%
`h301a_2`	float64	61.7%
`h301c_1`	float64	20.2%
`h301c_2`	float64	46.8%
`h302a`	object	1.0%
`h302b`	object	1.6%
`h302c`	object	2.1%
`h302d`	object	2.0%
`h302e`	object	1.9%
`h303`	object	0.0%
`h304`	float64	39.1%
`h305`	float64	39.4%
`h306`	object	0.0%
`h307`	object	0.0%
`h1600`	object	27.6%
`h1700`	float64	27.0%
`childno`	int64	0.0%
`age`	int64	0.0%
`gender`	object	0.0%
`biological_parents`	float64	3.9%
`h600`	float64	13.5%
`disability`	object	8.9%
`mothers_toschool`	object	13.5%
`preschool`	object	0.0%
`schooltype`	object	48.3%
`tuition`	object	0.0%
`schoolmatch`	object	0.0%
`completed_primary`	object	0.0%
`completed_secondary`	object	0.0%
`neverenrolled`	object	30.9%
`dropout`	object	30.9%
`h1100`	float64	55.0%
`attendyesterday`	object	47.2%
`mathteachyesterday`	object	55.2%
`testsample`	object	43.8%
`english`	object	42.6%
`locallanguage`	object	71.1%
`math`	object	42.9%
`ethnomath1`	object	43.8%
`ethnomath2`	object	43.9%
`bonus1`	object	42.4%
`bonus2`	object	42.2%
`bonus3`	object	42.3%
`right_eye`	object	41.1%
`left_eye`	object	41.1%
`asset_elec`	int64	0.0%
`asset_water`	int64	0.0%
`mothers_edu_raw`	float64	39.1%
`mothers_edu`	object	39.1%
`grade`	float64	49.5%
`enr_ans`	float64	30.9%
`hh_edu`	object	22.9%
`hh_children`	int64	0.0%
`weight`	float64	0.0%
`district_nohhlds`	int64	0.0%
`noschooldata`	int64	0.0%
`district_name`	object	0.0%
`nohhldsinea`	int64	0.0%
`noeasindistrict`	int64	0.0%
`nodistricts`	int64	0.0%
`english_imputed`	object	39.3%
`english1_imputed`	object	39.3%
`english2_imputed`	object	39.3%
`math_imputed`	object	39.3%
`bonus1_imputed`	object	39.3%
`bonus2_imputed`	object	39.3%
`bonus3_imputed`	object	39.3%
`esa_source`	object	0.0%
`esa_processed`	object	0.0%

Numeric Summary

Column	Min	Max	Mean	Median
`id_district`	101.0	426.0	268.3714	301.0
`id_hh`	1001.0	3360020.0	1698053.7879	1702007.0
`id_village`	1.0	3360.0	1698.0435	1702.0
`county_code1`	1.0	5.0	1.2955	1.0
`parishcode`	1.0	94.0	3.559	3.0
`subcounty_code`	1.0	29.0	4.9305	4.0
`locationcode`	1.0	94.0	4.8976	4.0
`ea_code`	1.0	95.0	7.1056	6.0
`eacode`	10101.0	4261000000.0	2682383775.3687	3011000000.0
`urban_code`	1.0	2.0	1.1216	1.0
`no_of_hhs`	12.0	808.0	100.631	96.0
`males`	23.0	990.0	240.0212	229.0
`females`	11.0	1136.0	255.5044	245.0
`sample_no`	1.0	30.0	15.2208	15.0
`validationcode`	22010.0	999023.0	540592.1559	531711.0

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. 28 column(s) with >80% missing values were removed: ea_code1, whichyear, h107_donkey, h107_camel, h107_pig, h201_8other.... 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: date, h107other, treat_water, h301a_1, h301a_2, h301c_1, h301c_2, h304....
Refer to the original HDX dataset page for the publisher's own methodology notes and caveats.

Citation

@dataset{hdx_africa_learning_levels_in_uganda_2015,
  title     = {Learning levels in Uganda (2015)},
  author    = {Uwezo at Twaweza East Africa (inactive)},
  year      = {2025},
  url       = {https://data.humdata.org/dataset/learning-levels-in-uganda-2015},
  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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Africa · Education

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Education access, attainment, and quality for Africa. Sources: UNESCO, World Bank, DHS. Enrollment, literacy, teacher ratios. • 101 items • Updated 5 days ago