Datasets:

electricsheepafrica
/

africa-dhs-water-and-sanitation

DataId int64	SurveyId string	SurveyYear int64	SurveyType string	DHS_CountryCode string	CountryName string	IndicatorId string	Indicator string	SDRID string	CharacteristicCategory string	CharacteristicLabel string	CharacteristicId int64	IsTotal int64	IsPreferred int64	Value float64	Precision int64	CILow null	CIHigh null	DenominatorUnweighted float64	DenominatorWeighted float64
19,148,103	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Total	Total	1,000	1	1	65.6	1	null	null	2,599	2,599
12,893,559	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Residence	Urban	3,001	0	1	93.9	1	null	null	1,099	1,301
12,565,134	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Residence	Rural	3,002	0	1	37.2	1	null	null	1,500	1,298
11,444,650	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Wealth quintile	Lowest	6,001	0	1	11.4	1	null	null	849	650
19,961,429	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Wealth quintile	Second	6,002	0	1	62.2	1	null	null	570	566
7,679,810	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Wealth quintile	Middle	6,003	0	1	80.6	1	null	null	439	489
20,474,737	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Wealth quintile	Fourth	6,004	0	1	98.1	1	null	null	367	451
6,705,990	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Wealth quintile	Highest	6,005	0	1	99.8	1	null	null	374	443
14,232,791	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Region	Stable mesoendemic	506,001	0	1	55.1	1	null	null	676	928
415,550	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Region	Hyperendemic	506,002	0	1	41	1	null	null	733	498
13,900,409	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Region	Instable mesoendemic	506,003	0	1	49.1	1	null	null	495	360
16,203,646	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_IMP	Households using an improved water source	WSSRCEHIMP	Region	Luanda	506,004	0	1	100	1	null	null	695	813
19,148,098	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Total	Total	1,000	1	1	5.5	1	null	null	2,599	2,599
12,893,568	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Residence	Urban	3,001	0	1	10.6	1	null	null	1,099	1,301
12,564,983	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Residence	Rural	3,002	0	1	0.4	1	null	null	1,500	1,298
11,444,674	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Wealth quintile	Lowest	6,001	0	1	0	1	null	null	849	650
19,961,433	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Wealth quintile	Second	6,002	0	1	0.1	1	null	null	570	566
7,679,813	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Wealth quintile	Middle	6,003	0	1	0.5	1	null	null	439	489
20,474,741	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Wealth quintile	Fourth	6,004	0	1	6.5	1	null	null	367	451
6,705,981	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Wealth quintile	Highest	6,005	0	1	24.9	1	null	null	374	443
14,232,797	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Region	Stable mesoendemic	506,001	0	1	3.9	1	null	null	676	928
415,551	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Region	Hyperendemic	506,002	0	1	0.4	1	null	null	733	498
13,900,412	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Region	Instable mesoendemic	506,003	0	1	2.8	1	null	null	495	360
16,203,642	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PIP	Households using water piped into dwelling	WSSRCEHPIP	Region	Luanda	506,004	0	1	11.6	1	null	null	695	813
19,148,099	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Total	Total	1,000	1	1	10.7	1	null	null	2,599	2,599
12,893,569	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Residence	Urban	3,001	0	1	20.7	1	null	null	1,099	1,301
12,564,984	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Residence	Rural	3,002	0	1	0.6	1	null	null	1,500	1,298
11,444,675	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Wealth quintile	Lowest	6,001	0	1	0	1	null	null	849	650
19,961,434	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Wealth quintile	Second	6,002	0	1	0	1	null	null	570	566
7,679,814	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Wealth quintile	Middle	6,003	0	1	6.7	1	null	null	439	489
20,474,742	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Wealth quintile	Fourth	6,004	0	1	24.3	1	null	null	367	451
6,705,986	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Wealth quintile	Highest	6,005	0	1	30.6	1	null	null	374	443
14,232,798	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Region	Stable mesoendemic	506,001	0	1	4.1	1	null	null	676	928
415,552	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Region	Hyperendemic	506,002	0	1	2.4	1	null	null	733	498
13,900,413	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Region	Instable mesoendemic	506,003	0	1	6.8	1	null	null	495	360
16,203,643	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PYD	Households using water piped into yard/plot	WSSRCEHPYD	Region	Luanda	506,004	0	1	25	1	null	null	695	813
19,148,100	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Total	Total	1,000	1	1	9.6	1	null	null	2,599	2,599
12,893,570	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Residence	Urban	3,001	0	1	11.6	1	null	null	1,099	1,301
12,564,985	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Residence	Rural	3,002	0	1	7.5	1	null	null	1,500	1,298
11,444,676	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Wealth quintile	Lowest	6,001	0	1	1.4	1	null	null	849	650
19,961,435	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Wealth quintile	Second	6,002	0	1	13.5	1	null	null	570	566
7,679,831	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Wealth quintile	Middle	6,003	0	1	15.7	1	null	null	439	489
20,474,743	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Wealth quintile	Fourth	6,004	0	1	12.9	1	null	null	367	451
6,705,987	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Wealth quintile	Highest	6,005	0	1	6.4	1	null	null	374	443
14,232,839	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Region	Stable mesoendemic	506,001	0	1	2.9	1	null	null	676	928
415,553	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Region	Hyperendemic	506,002	0	1	11.9	1	null	null	733	498
13,900,414	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Region	Instable mesoendemic	506,003	0	1	15.6	1	null	null	495	360
16,203,644	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TAP	Households using a public tap/standpipe	WSSRCEHTAP	Region	Luanda	506,004	0	1	13	1	null	null	695	813
19,148,101	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Total	Total	1,000	1	1	1.1	1	null	null	2,599	2,599
12,893,657	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Residence	Urban	3,001	0	1	1.2	1	null	null	1,099	1,301
12,564,986	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Residence	Rural	3,002	0	1	0.9	1	null	null	1,500	1,298
11,444,677	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Wealth quintile	Lowest	6,001	0	1	0.5	1	null	null	849	650
19,961,436	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Wealth quintile	Second	6,002	0	1	1.5	1	null	null	570	566
7,679,832	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Wealth quintile	Middle	6,003	0	1	1.3	1	null	null	439	489
20,474,744	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Wealth quintile	Fourth	6,004	0	1	1.3	1	null	null	367	451
6,705,988	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Wealth quintile	Highest	6,005	0	1	0.8	1	null	null	374	443
14,232,840	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Region	Stable mesoendemic	506,001	0	1	0	1	null	null	676	928
415,554	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Region	Hyperendemic	506,002	0	1	0.6	1	null	null	733	498
13,900,415	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Region	Instable mesoendemic	506,003	0	1	4	1	null	null	495	360
16,203,645	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TUB	Households using a tubewell/borehole	WSSRCEHTUB	Region	Luanda	506,004	0	1	1.3	1	null	null	695	813
19,148,102	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Total	Total	1,000	1	1	12.8	1	null	null	2,599	2,599
12,893,658	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Residence	Urban	3,001	0	1	10.6	1	null	null	1,099	1,301
12,564,987	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Residence	Rural	3,002	0	1	15	1	null	null	1,500	1,298
11,444,678	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Wealth quintile	Lowest	6,001	0	1	6.9	1	null	null	849	650
19,961,437	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Wealth quintile	Second	6,002	0	1	26	1	null	null	570	566
7,679,833	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Wealth quintile	Middle	6,003	0	1	18.6	1	null	null	439	489
20,474,745	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Wealth quintile	Fourth	6,004	0	1	9	1	null	null	367	451
6,705,989	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Wealth quintile	Highest	6,005	0	1	2	1	null	null	374	443
14,232,841	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Region	Stable mesoendemic	506,001	0	1	18.3	1	null	null	676	928
415,582	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Region	Hyperendemic	506,002	0	1	22	1	null	null	733	498
13,900,416	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Region	Instable mesoendemic	506,003	0	1	14.6	1	null	null	495	360
16,203,686	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PWL	Households using a protected well	WSSRCEHPWL	Region	Luanda	506,004	0	1	0	1	null	null	695	813
19,148,105	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Total	Total	1,000	1	1	6.7	1	null	null	2,599	2,599
12,893,566	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Residence	Urban	3,001	0	1	3.8	1	null	null	1,099	1,301
12,565,194	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Residence	Rural	3,002	0	1	9.7	1	null	null	1,500	1,298
11,444,669	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Wealth quintile	Lowest	6,001	0	1	2.3	1	null	null	849	650
19,961,431	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Wealth quintile	Second	6,002	0	1	18.7	1	null	null	570	566
7,679,834	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Wealth quintile	Middle	6,003	0	1	10.1	1	null	null	439	489
20,474,747	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Wealth quintile	Fourth	6,004	0	1	0.4	1	null	null	367	451
6,706,055	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Wealth quintile	Highest	6,005	0	1	0.7	1	null	null	374	443
14,232,793	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Region	Stable mesoendemic	506,001	0	1	16.2	1	null	null	676	928
415,561	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Region	Hyperendemic	506,002	0	1	2.1	1	null	null	733	498
13,900,411	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Region	Instable mesoendemic	506,003	0	1	3.2	1	null	null	495	360
16,203,648	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_PSG	Households using a protected spring	WSSRCEHPSG	Region	Luanda	506,004	0	1	0.3	1	null	null	695	813
19,148,096	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Total	Total	1,000	1	1	0.1	1	null	null	2,599	2,599
12,893,514	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Residence	Urban	3,001	0	1	0.1	1	null	null	1,099	1,301
12,565,128	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Residence	Rural	3,002	0	1	0.2	1	null	null	1,500	1,298
11,444,672	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Wealth quintile	Lowest	6,001	0	1	0.3	1	null	null	849	650
19,961,395	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Wealth quintile	Second	6,002	0	1	0.1	1	null	null	570	566
7,679,815	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Wealth quintile	Middle	6,003	0	1	0.3	1	null	null	439	489
20,474,739	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Wealth quintile	Fourth	6,004	0	1	0	1	null	null	367	451
6,705,979	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Wealth quintile	Highest	6,005	0	1	0	1	null	null	374	443
14,232,786	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Region	Stable mesoendemic	506,001	0	1	0.2	1	null	null	676	928
415,580	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Region	Hyperendemic	506,002	0	1	0	1	null	null	733	498
13,900,419	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Region	Instable mesoendemic	506,003	0	1	0.1	1	null	null	495	360
16,203,640	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_RNW	Households using rainwater	WSSRCEHRNW	Region	Luanda	506,004	0	1	0.2	1	null	null	695	813
19,148,109	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TNK	Households using tanker truck	WSSRCEHTNK	Total	Total	1,000	1	1	18.8	1	null	null	2,599	2,599
12,893,511	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TNK	Households using tanker truck	WSSRCEHTNK	Residence	Urban	3,001	0	1	34.8	1	null	null	1,099	1,301
12,564,990	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TNK	Households using tanker truck	WSSRCEHTNK	Residence	Rural	3,002	0	1	2.7	1	null	null	1,500	1,298
11,444,696	AO2006MIS	2,006	MIS	AO	Angola	WS_SRCE_H_TNK	Households using tanker truck	WSSRCEHTNK	Wealth quintile	Lowest	6,001	0	1	0	1	null	null	849	650

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Water and Sanitation — Africa (DHS Program) | Africa (Electric Sheep Africa metadata inventory)

Size category: 100K<n<1M - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa

TL;DR

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

What This Dataset Covers

Health datasets help researchers examine disease burden, service delivery, risk factors, outcomes, and public-health program performance.

Dataset context from the existing Hugging Face card: Water and Sanitation — Africa Source: DHS Program — The Demographic and Health Surveys Indicator category: Water and Sanitation Publisher: ICF / DHS Program (funded by USAID) Coverage: 41 African countries · 1990–2024 · 180,438 rows Surveys: 217 completed DHS/MIS/AIS surveys · Indicators: 189 About The DHS Program conducts nationally representative household surveys across Africa and the developing world, providing data on population, health, HIV, nutrition, and… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-dhs-water-and-sanitation.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-dhs-water-and-sanitation`
Sector	health
Topic tags	dhs, demographic-health-survey, water-and-sanitation, tabular
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`100K<n<1M`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-05-06 20:37:05+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

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

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-dhs-water-and-sanitation")
print(ds)

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

Convert To Pandas When Tabular

from datasets import Dataset

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

Data Quality Notes

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

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: CC BY 4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-dhs-water-and-sanitation
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

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

Citation

@misc{electric_sheep_africa_africa_dhs_water_and_sanitation_2026,
  title        = {Water and Sanitation — Africa (DHS Program) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-dhs-water-and-sanitation},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-dhs-water-and-sanitation}}
}

License

Released under CC BY 4.0.

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

About Electric Sheep Africa

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

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

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