Datasets:

electricsheepafrica
/

cgap-smallholder-survey-mozambique-2015

country_code stringclasses 1 value	survey_year int64 2.02k 2.02k	hhid int64 21.9M 23.3M	hh1 int64 1 212 ⌀	hh6 stringclasses 3 values	hh7 stringclasses 11 values	hh10 int64 1 15 ⌀	hh11 int64 1 12 ⌀	d2_1 stringclasses 8 values	d2_2 stringclasses 11 values	d2_3 stringclasses 10 values	d2_4 stringclasses 10 values	d2_5 stringclasses 9 values	d2_6 stringclasses 10 values	d2_7 stringclasses 10 values	d2_8 stringclasses 8 values	d2_9 stringclasses 6 values	d2_10 stringclasses 5 values	d2_11 stringclasses 4 values	d2_12 stringclasses 4 values	d2_13 stringclasses 2 values	d2_14 stringclasses 3 values	d2_15 stringclasses 2 values	d3_1 stringclasses 2 values	d3_2 stringclasses 2 values	d3_3 stringclasses 2 values	d3_4 stringclasses 2 values	d3_5 stringclasses 2 values	d3_6 stringclasses 2 values	d3_7 stringclasses 2 values	d3_8 stringclasses 2 values	d3_9 stringclasses 2 values	d3_10 stringclasses 2 values	d3_11 stringclasses 2 values	d3_12 stringclasses 2 values	d3_13 stringclasses 2 values	d3_14 stringclasses 2 values	d3_15 stringclasses 2 values	d4_1 stringclasses 6 values	d4_2 stringclasses 6 values	d4_3 stringclasses 6 values	d4_4 stringclasses 6 values	d4_5 stringclasses 6 values	d4_6 stringclasses 5 values	d4_7 stringclasses 5 values	d4_8 stringclasses 3 values	d4_9 stringclasses 3 values	d4_10 stringclasses 3 values	d4_11 stringclasses 3 values	d4_12 stringclasses 3 values	d4_13 stringclasses 1 value	d4_14 stringclasses 2 values	d4_15 stringclasses 1 value	d5_1 int64 5 100 ⌀	d5_2 float64 0 95 ⌀	d5_3 float64 0 87 ⌀	d5_4 float64 0 96 ⌀	d5_5 float64 0 79 ⌀	d5_6 float64 0 73 ⌀	d5_7 float64 0 100 ⌀	d5_8 float64 0 79 ⌀	d5_9 float64 0 97 ⌀	d5_10 float64 0 66 ⌀	d5_11 float64 0 22 ⌀	d5_12 float64 1 50 ⌀	d5_13 float64 0 15 ⌀	d5_14 float64 1 20 ⌀	d5_15 float64 1 5 ⌀	d6_1 stringclasses 2 values	d6_2 stringclasses 2 values	d6_3 stringclasses 2 values	d6_4 stringclasses 2 values	d6_5 stringclasses 2 values	d6_6 stringclasses 2 values	d6_7 stringclasses 2 values	d6_8 stringclasses 2 values	d6_9 stringclasses 2 values	d6_10 stringclasses 2 values	d6_11 stringclasses 2 values	d6_12 stringclasses 2 values	d6_13 stringclasses 2 values	d6_14 stringclasses 2 values	d6_15 stringclasses 1 value	d7_1 stringclasses 4 values	d7_2 stringclasses 4 values	d7_3 stringclasses 4 values	d7_4 stringclasses 4 values	d7_5 stringclasses 4 values	d7_6 stringclasses 4 values	d7_7 stringclasses 4 values	d7_8 stringclasses 4 values	d7_9 stringclasses 4 values	d7_10 stringclasses 4 values	d7_11 stringclasses 2 values	d7_12 stringclasses 2 values	d7_13 stringclasses 1 value	d7_14 stringclasses 1 value	d7_15 float64	d8_1 stringclasses 14 values	d8_2 stringclasses 14 values	d8_3 stringclasses 14 values	d8_4 stringclasses 14 values	d8_5 stringclasses 14 values	d8_6 stringclasses 14 values	d8_7 stringclasses 13 values	d8_8 stringclasses 14 values	d8_9 stringclasses 13 values	d8_10 stringclasses 11 values	d8_11 stringclasses 9 values	d8_12 stringclasses 3 values	d8_13 stringclasses 1 value	d8_14 stringclasses 1 value	d8_15 float64	d9_1 stringclasses 2 values	d9_2 stringclasses 2 values	d9_3 stringclasses 2 values	d9_4 stringclasses 2 values	d9_5 stringclasses 2 values	d9_6 stringclasses 2 values	d9_7 stringclasses 2 values	d9_8 stringclasses 2 values	d9_9 stringclasses 2 values	d9_10 stringclasses 2 values	d9_11 stringclasses 2 values	d9_12 stringclasses 2 values	d9_13 stringclasses 1 value	d9_14 stringclasses 1 value	d9_15 float64	d10_1 stringclasses 2 values	d10_2 stringclasses 2 values	d10_3 stringclasses 2 values	d10_4 stringclasses 2 values	d10_5 stringclasses 2 values	d10_6 stringclasses 2 values	d10_7 stringclasses 2 values	d10_8 stringclasses 2 values	d10_9 stringclasses 2 values	d10_10 stringclasses 2 values	d10_11 stringclasses 2 values	d10_12 stringclasses 2 values	d10_13 stringclasses 1 value	d10_14 stringclasses 1 value	d10_15 float64	d11_1 stringclasses 2 values	d11_2 stringclasses 2 values	d11_3 stringclasses 2 values	d11_4 stringclasses 2 values	d11_5 stringclasses 2 values	d11_6 stringclasses 2 values	d11_7 stringclasses 2 values	d11_8 stringclasses 2 values	d11_9 stringclasses 2 values	d11_10 stringclasses 2 values	d11_11 stringclasses 2 values	d11_12 stringclasses 2 values	d11_13 stringclasses 1 value	d11_14 stringclasses 1 value	d11_15 float64	d12_1 stringclasses 2 values	d12_2 stringclasses 2 values	d12_3 stringclasses 2 values	d12_4 stringclasses 2 values	d12_5 stringclasses 2 values	d12_6 stringclasses 2 values	d12_7 stringclasses 2 values	d12_8 stringclasses 2 values	d12_9 stringclasses 2 values	d12_10 stringclasses 2 values	d12_11 stringclasses 2 values	d12_12 stringclasses 2 values	d12_13 stringclasses 1 value	d12_14 stringclasses 1 value	d12_15 float64	d14 stringclasses 47 values	d15 stringclasses 10 values	d15_oth stringclasses 65 values	d15_o0 float64	d17 stringclasses 10 values	d17_oth stringclasses 59 values	d17_o0 float64	d19 stringclasses 100 values	d20 stringclasses 5 values	d21 stringclasses 100 values	d22_1 stringclasses 6 values	d22_2 stringclasses 6 values	d22_3 stringclasses 6 values	d22_4 stringclasses 6 values	d22_5 stringclasses 6 values	d22_6 stringclasses 6 values	d22_7 stringclasses 6 values	d22_8 stringclasses 6 values	d23_1 stringclasses 4 values	d23_2 stringclasses 4 values	d23_3 stringclasses 4 values	d23_4 stringclasses 4 values	d23_5 stringclasses 4 values	d23_6 stringclasses 4 values	d24 int64 0 11 ⌀	d25 stringclasses 2 values	d26 stringclasses 2 values	d27 stringclasses 3 values	d28 stringclasses 4 values	d28_oth stringclasses 25 values	d28_o0 float64	d29 stringclasses 2 values	d30 stringclasses 2 values	d31 stringclasses 3 values	d32 stringclasses 3 values	d33 stringclasses 2 values	stratum stringclasses 6 values	hhweight float64 0.13 5.88 ⌀	head_gender stringclasses 2 values	head_marstat stringclasses 4 values	head_age stringclasses 5 values	head_edu_attainment stringclasses 5 values	ppi_score int64 2 96 ⌀	ppi_prob float64 0 100 ⌀	ppi_cutoff stringclasses 2 values	ppi_prob_125 float64 0 100 ⌀	ppi_cutoff_125 stringclasses 2 values	urb_rur stringclasses 2 values
MOZ	2,015	22,251,317	94	Centre	Zambezia	7	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Male	Female	Female	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	49	38	19	12	12	11	8	null	null	null	null	null	null	null	null	No	No	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	4 Primary	3 Primary	1 Primary	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	Don't Know	We don't have enough money for food	Don't Know	Both husband and wife	Not applicable	Both husband and wife	Both husband and wife	Both husband and wife	Not applicable	Not applicable	Not applicable	Don’t know	Very important	Don’t know	Don’t know	Don’t know	Don’t know	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	1.443359	Male	Married/cohaviting	40-49	Never attended to school	2	100	Below the poverty line	100	Below the poverty line($1.25/day)	Rural
MOZ	2,015	23,135,007	48	North	Nampula	7	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Brother/sister	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Female	Female	Male	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	33	24	12	8	6	3	17	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	No	Yes	null	null	null	null	null	null	null	null	Not attending	Not attending	Full-time	Full-time	Not attending	null	Not attending	null	null	null	null	null	null	null	null	7 Primary	7 Primary	5 Primary	4 Primary	2 Primary	null	8 Secondary	null	null	null	null	null	null	null	null	No	No	No	No	No	null	No	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	Yes	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	Yes	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	Yes	null	null	null	null	null	null	null	null	Emakhuwa	Running own business by providing services	null	null	Earning wages from occasional job	null	null	400	We don't have enough money for food	900	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Somewhat important	Very important	Not important	Not important	Not important	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	1.007245	Male	Married/cohaviting	30-39	Primary	2	100	Below the poverty line	100	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,289,638	120	Centre	Tete	7	2	Head	Son or daughter	Father/Mother	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Female	Female	Female	null	null	null	null	null	null	null	null	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	44	14	41	12	11	9	4	null	null	null	null	null	null	null	null	No	No	No	No	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	null	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1 Primary	null	null	null	null	null	null	null	null	null	null	null	null	null	null	No	null	null	null	null	null	null	null	null	null	null	Yes	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Nhungue	Other (specify)	produçao e venda de pombe	null	Rearing livestock, poultry, fish, or bees and selling it or	null	null	10000	We don't have enough money for food	2000	Husband / boyfriend	Don’t know	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Don’t know	Husband / boyfriend	Husband / boyfriend	Very important	Very important	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Other	lanternas de pilha	null	No	No	No	No	null	Centre-Rural	0.656072	Male	Single/never married	40-49	Never attended to school	5	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,103,383	10	North	Niassa	9	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	Male	Female	Female	Female	Female	Male	Female	Male	Male	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	35	29	6	8	4	10	12	7	2	null	null	null	null	null	null	No	No	Yes	Yes	No	No	No	No	No	null	null	null	null	null	null	null	null	Only part of the time	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	null	1 Primary	2 Primary	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yao	Don't know	null	null	Don’t know	null	null	3000	Don't know	8000	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	1.945751	Male	Married/cohaviting	30-39	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,208,086	121	Centre	Tete	7	3	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Female	Male	Female	Male	Male	Male	Male	null	null	null	null	null	null	null	null	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	44	20	17	14	11	7	5	null	null	null	null	null	null	null	null	No	Yes	No	No	No	Yes	No	null	null	null	null	null	null	null	null	null	Only part of the time	null	null	null	Full-time	null	null	null	null	null	null	null	null	null	null	1 Primary	null	null	null	1 Primary	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	No	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Nhungue	Earning wages from occasional job	null	null	Earning wages or salary from regular job	null	null	5000	We have enough money for food and clothes and can save a bit	Don't Know	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Don’t know	Don’t know	Don’t know	Don’t know	Very important	Very important	Somewhat important	Not important	Not important	Don’t know	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	Yes	No	No	null	Centre-Rural	1.105552	Female	Single/never married	40-49	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,263,559	94	Centre	Zambezia	9	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Step son / Step daughter	Brother/sister	Brother/sister	Brother/sister	null	null	null	null	null	null	Male	Female	Male	Female	Male	Male	Female	Male	Female	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	38	34	16	13	10	7	6	6	8	null	null	null	null	null	null	No	No	Yes	Yes	Yes	No	Yes	No	Yes	null	null	null	null	null	null	null	null	Not attending	Not attending	Full-time	null	Only part of the time	null	Only part of the time	null	null	null	null	null	null	null	null	Pre-primary	Pre-primary	1 Primary	null	2 Primary	null	3 Primary	null	null	null	null	null	null	null	null	Yes	No	No	null	No	null	No	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	Don't Know	We have enough money for food and clothes only	Don't Know	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not important	Not important	Not important	Not important	Not important	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	1.443359	Male	Married/cohaviting	30-39	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,408,037	146	Centre	Manica	15	6	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Grandchild	Grandchild	Grandchild	Grandchild	Grandchild	Grandchild	Grandchild	Grandchild	Grandchild	Grandchild	Female	Female	Female	Male	Male	Female	Male	Female	Female	Female	Female	Male	Female	Female	Male	Widowed	Divorced/separated	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	50	18	20	22	18	11	9	7	2	5	16	8	9	2	5	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	No	No	Yes	Yes	Yes	No	No	Not attending	Not attending	Not attending	Not attending	Not attending	Full-time	Full-time	Full-time	null	null	Full-time	Full-time	Full-time	null	null	4 Primary	6 Primary	5 Primary	6 Primary	7 Primary	5 Primary	4 Primary	2 Primary	null	null	4 Primary	5 Primary	4 Primary	null	null	No	No	No	No	No	Yes	Yes	Yes	null	null	Yes	Yes	Yes	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	Yes	null	null	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	Yes	null	null	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	Yes	null	null	null	null	Chimanica	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	1500	We have enough money for food and clothes only	2500	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Not important	Very important	Very important	Very important	Somewhat important	Don’t know	4	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Urban	1.27523	Female	Divorced/separated/widowed	50-59	Primary	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Urban
MOZ	2,015	22,451,279	7	North	Niassa	10	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	Male	Female	Male	Female	Male	Male	Male	Female	Male	Male	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	49	32	12	8	5	20	3	11	13	1	null	null	null	null	null	Yes	Yes	Yes	Yes	No	Yes	No	No	No	No	null	null	null	null	null	Not attending	Not attending	Not attending	Only part of the time	null	Not attending	null	null	null	null	null	null	null	null	null	10 Secondary	7 Primary	2 Primary	3 Primary	null	12 Secondary	null	null	null	null	null	null	null	null	null	Yes	Yes	No	No	null	No	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	No	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	No	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	No	null	null	null	null	null	null	null	null	null	Don’t know	Getting a grant, pension, or subsidy of some sort	null	null	Getting a grant, pension, or subsidy of some sort	null	null	1500	Don't know	Don't Know	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Very important	Very important	Very important	Very important	Very important	Very important	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	1.479982	Male	Married/cohaviting	40-49	Secondary	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,473,513	124	Centre	Tete	9	1	Father/Mother	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	Female	Male	Female	Female	Male	Female	Male	Male	Female	null	null	null	null	null	null	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	25	52	0	0	0	0	0	0	0	null	null	null	null	null	null	No	No	No	No	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Don't know	null	null	Don’t know	null	null	2000	We have enough money for food and clothes and can save a bit	1000	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Don’t know	Don’t know	Don’t know	Very important	Very important	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	Radio only	No	null	Centre-Rural	0.523416	Male	Single/never married	50-59	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,474,951	1	North	Niassa	8	3	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Female	Female	Male	Male	Male	Male	Female	Female	null	null	null	null	null	null	null	Single/Never married	Widowed	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	48	21	23	18	12	14	9	5	null	null	null	null	null	null	null	No	No	No	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	Don’t know	Don't know	null	null	Don’t know	null	null	2500	We don't have enough money for food	Don't Know	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Very important	Somewhat important	Not important	Very important	Very important	Very important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	0.747372	Female	Single/never married	40-49	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,579,688	41	North	Nampula	8	8	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Other relative	null	null	null	null	null	null	null	Male	Female	Female	Male	Female	Male	Female	Male	null	null	null	null	null	null	null	Married	Married	Single/Never married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	56	46	25	21	19	17	15	17	null	null	null	null	null	null	null	No	No	No	No	Yes	No	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Not attending	null	Not attending	Full-time	null	null	null	null	null	null	null	null	null	null	null	5 Primary	null	8 Secondary	5 Primary	null	null	null	null	null	null	null	null	null	null	null	No	null	No	Yes	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	Emakhuwa	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	2000	We don't have enough money for food	2000	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Don’t know	Not important	Not important	Don’t know	Very important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	0.734957	Male	Married/cohaviting	50-59	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,752,054	69	North	Nampula	8	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Female	Female	Female	Male	Male	Male	Male	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	59	49	26	24	22	20	18	15	null	null	null	null	null	null	null	No	No	No	No	No	No	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	null	8 Secondary	5 Primary	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	Yes	Yes	No	No	No	No	No	No	null	null	null	null	null	null	null	Yes	Yes	No	No	No	No	No	No	null	null	null	null	null	null	null	Yes	Yes	No	No	No	No	No	No	null	null	null	null	null	null	null	Emakhuwa	Don't know	null	null	Don’t know	null	null	500	We don't have enough money for food	500	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Don’t know	Not important	Don’t know	Not important	Very important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	0.836013	Male	Married/cohaviting	50-59	Never attended to school	6	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,098,438	196	South	Gaza	8	2	Head	Spouse	Father/Mother	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Female	Female	Female	Female	Female	Female	Male	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	47	41	75	15	12	7	7	4	null	null	null	null	null	null	null	Yes	Yes	No	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	Not attending	Not attending	null	Full-time	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	null	4 Primary	6 Primary	null	7 Primary	5 Primary	2 Primary	2 Primary	null	null	null	null	null	null	null	null	Yes	Yes	null	No	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	No	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	Xichangana	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	1000000	We don't have enough money for food	3000	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Very important	Very important	Don’t know	Don’t know	Don’t know	Don’t know	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	null	South-Urban	0.674586	Male	Married/cohaviting	40-49	Primary	7	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Urban
MOZ	2,015	22,247,325	94	Centre	Zambezia	7	4	Head	Spouse	Step son / Step daughter	Other relative	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Female	Male	Male	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	40	28	21	29	15	11	9	null	null	null	null	null	null	null	null	No	No	Yes	No	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Not attending	null	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	3 Primary	null	5 Primary	4 Primary	2 Primary	null	null	null	null	null	null	null	null	null	null	Yes	null	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Chichewa	Running own business by providing services	null	null	Earning wages from occasional job	null	null	2000	We don't have enough money for food	Don't Know	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Very important	Very important	Not important	Don’t know	Don’t know	Don’t know	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	Yes, bicycle only	null	Centre-Rural	1.443359	Male	Married/cohaviting	40-49	Never attended to school	7	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,346,905	96	Centre	Zambezia	6	4	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Brother/sister	null	null	null	null	null	null	null	null	null	Male	Female	Female	Female	Female	Male	null	null	null	null	null	null	null	null	null	Married	Married	Widowed	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	41	39	19	15	13	14	null	null	null	null	null	null	null	null	null	No	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Getting money from family or friends	null	null	Getting money from family or friends	null	null	1800	We don't have enough money for food	1000	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not applicable	Not applicable	Not applicable	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	0.696546	Male	Married/cohaviting	40-49	Never attended to school	7	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,619,760	104	Centre	Zambezia	7	7	Head	Spouse	Brother/sister	Son or daughter	Son or daughter	Son or daughter	Other relative	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Female	Male	Male	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Divorced/separated	null	null	null	null	null	null	null	null	32	27	21	18	15	15	21	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	Not attending	Not attending	Not attending	Only part of the time	Only part of the time	Only part of the time	Not attending	null	null	null	null	null	null	null	null	7 Primary	7 Primary	7 Primary	7 Primary	4 Primary	3 Primary	Pre-primary	null	null	null	null	null	null	null	null	Yes	Yes	No	No	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	Portugese	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	Don't Know	We don't have enough money for food	Don't Know	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Somewhat important	Somewhat important	Don’t know	Not important	Not important	Somewhat important	3	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	Radio only	No	null	Centre-Rural	0.887202	Male	Married/cohaviting	30-39	Primary	7	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	23,189,948	53	North	Nampula	7	3	Head	Spouse	Spouse	Son or daughter	Father/Mother	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Female	Female	Female	Male	Female	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Single/Never married	Widowed	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	49	40	30	10	78	8	6	null	null	null	null	null	null	null	null	Yes	Yes	No	Yes	No	Yes	Yes	null	null	null	null	null	null	null	null	Not attending	Not attending	null	Full-time	null	Full-time	Full-time	null	null	null	null	null	null	null	null	5 Primary	4 Primary	null	5 Primary	null	3 Primary	1 Primary	null	null	null	null	null	null	null	null	Yes	Yes	null	No	null	No	No	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	No	null	null	null	null	null	null	null	null	null	null	Emakhuwa	Running own business by providing services	null	null	Running own business by providing services	null	null	1000	We have enough money for food and clothes only	3000	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Not applicable	Not applicable	Not applicable	Not important	Not important	Not important	Not important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	Yes, bicycle only	null	North-Rural	2.073628	Male	Married/cohaviting	40-49	Primary	7	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	23,192,348	45	North	Nampula	7	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Step son / Step daughter	Grandchild	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Male	Male	Male	null	null	null	null	null	null	null	null	Married	Married	Divorced/separated	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	41	35	19	16	13	10	5	null	null	null	null	null	null	null	null	No	No	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Full-time	Not attending	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	null	6 Primary	6 Primary	5 Primary	3 Primary	null	null	null	null	null	null	null	null	null	null	null	No	No	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	Emakhuwa	Running own business by providing services	null	null	Running own business by providing services	null	null	Don't Know	We have enough money for food and clothes only	500	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Somewhat important	Very important	Not important	Not important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	Yes, bicycle only	null	North-Rural	1.082269	Male	Married/cohaviting	40-49	Never attended to school	7	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,103,280	10	North	Niassa	11	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	Male	Female	Male	Male	Female	Male	Male	Female	Female	Female	Female	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	70	49	16	10	14	13	5	4	25	18	2	null	null	null	null	No	No	Yes	No	No	No	No	No	Yes	No	No	null	null	null	null	null	null	Only part of the time	null	null	null	null	null	Only part of the time	null	null	null	null	null	null	null	null	2 Primary	null	null	null	null	null	2 Primary	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	Yes	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	No	No	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	No	No	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	No	No	null	null	null	null	null	Yao	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	2200	We don't have enough money for food	8000	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Very important	Somewhat important	Don’t know	Don’t know	Not important	Very important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	One	North-Rural	1.945751	Male	Married/cohaviting	over 60	Never attended to school	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,103,304	10	North	Niassa	7	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Female	Female	Male	Male	Female	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	40	34	12	10	8	5	2	null	null	null	null	null	null	null	null	No	No	Yes	Yes	No	No	No	null	null	null	null	null	null	null	null	null	null	Only part of the time	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	null	1 Primary	2 Primary	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yao	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	4000	We have enough money for food and clothes only	6000	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Very important	Don’t know	Don’t know	Very important	Don’t know	Very important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	1.945751	Male	Married/cohaviting	40-49	Never attended to school	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,128,091	193	South	Gaza	8	4	Head	Spouse	Son or daughter	Son or daughter	Grandchild	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Female	Female	Female	Female	Female	Male	Male	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	65	35	31	25	20	32	6	4	null	null	null	null	null	null	null	Yes	Yes	No	No	Yes	Yes	No	No	null	null	null	null	null	null	null	Not attending	Not attending	null	null	Not attending	Not attending	null	null	null	null	null	null	null	null	null	7 Primary	3 Primary	null	null	4 Primary	2 Primary	null	null	null	null	null	null	null	null	null	No	No	null	null	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	Xichangana	Earning wages from occasional job	null	null	Running own business by providing services	null	null	Don't Know	We don't have enough money for food	Don't Know	Both husband and wife	Both husband and wife	Both husband and wife	Wife / -girlfriend	Both husband and wife	Both husband and wife	Not applicable	Not applicable	Very important	Very important	Don’t know	Don’t know	Don’t know	Don’t know	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	One	South-Rural	0.449766	Male	Married/cohaviting	over 60	Primary	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,512,999	148	Centre	Sofala	6	3	Head	Spouse	Son or daughter	Other relative	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	Male	Female	Male	Female	Male	Female	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Divorced/separated	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	43	35	28	20	20	15	null	null	null	null	null	null	null	null	null	No	No	Yes	No	No	No	null	null	null	null	null	null	null	null	null	null	null	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	null	null	10 Secondary	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	Yes	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	No	Yes	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	No	Yes	No	No	null	null	null	null	null	null	null	null	null	Cisena	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	1500	We don't have enough money for food	500	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Not important	Somewhat important	Not important	Don’t know	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	null	Centre-Rural	1.708466	Male	Married/cohaviting	40-49	Never attended to school	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,557,554	8	North	Niassa	7	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Grandchild	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Male	Male	Male	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	40	39	14	10	12	11	2	null	null	null	null	null	null	null	null	No	No	No	No	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	null	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1 Primary	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yao	Don't know	null	null	Don’t know	null	null	Don't Know	Don't know	Don't Know	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Very important	Somewhat important	Don’t know	Somewhat important	Somewhat important	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	0.446224	Male	Married/cohaviting	40-49	Never attended to school	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,656,354	59	North	Nampula	8	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Female	Male	Female	Female	Female	Male	Male	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	59	42	25	23	20	18	16	15	null	null	null	null	null	null	null	No	No	No	No	No	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	10 Secondary	8 Secondary	5 Primary	null	null	null	null	null	null	null	null	null	null	null	null	No	Yes	Yes	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	No	No	No	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	No	No	No	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	No	No	No	null	null	null	null	null	null	null	Nahara	Don't know	null	null	Don’t know	null	null	3000	We don't have enough money for food	3000	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Not important	Very important	Not important	Not important	Very important	Not important	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	One	North-Rural	0.583725	Male	Married/cohaviting	50-59	Never attended to school	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,883,408	119	Centre	Tete	8	1	Spouse	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Female	Male	Male	Male	Female	Male	Female	Male	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	41	52	0	14	0	7	0	0	null	null	null	null	null	null	null	No	No	No	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Don't know	null	null	Don’t know	null	null	7000	We don't have enough money for food	400	Both husband and wife	Both husband and wife	Both husband and wife	Don’t know	Not applicable	Not applicable	Not applicable	Not applicable	Very important	Very important	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Other	lanterna	null	No	No	No	Yes, bicycle only	null	Centre-Rural	0.852454	Male	Married/cohaviting	50-59	Never attended to school	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,910,406	15	North	Cabo Delgado	7	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Female	Male	Female	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	49	35	12	8	5	8	4	null	null	null	null	null	null	null	null	Yes	No	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	Not attending	null	Not attending	Only part of the time	Only part of the time	Only part of the time	null	null	null	null	null	null	null	null	null	4 Primary	null	6 Primary	5 Primary	2 Primary	3 Primary	null	null	null	null	null	null	null	null	null	Yes	null	No	No	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Emakhuwa	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	500	We have enough money for food and clothes only	500	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not applicable	Not applicable	Very important	Very important	Don’t know	Somewhat important	Very important	Somewhat important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	1.104432	Male	Married/cohaviting	40-49	Primary	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	23,182,252	53	North	Nampula	7	3	Head	Spouse	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Male	Male	Female	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	38	35	30	10	9	6	3	null	null	null	null	null	null	null	null	Yes	No	No	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	Not attending	null	null	Not attending	Full-time	Full-time	null	null	null	null	null	null	null	null	null	5 Primary	null	null	5 Primary	3 Primary	1 Primary	null	null	null	null	null	null	null	null	null	Yes	null	null	No	No	No	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Emakhuwa	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	1200	We have enough money for food and clothes only	3200	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Not applicable	Husband / boyfriend	Husband / boyfriend	Not important	Not important	Not important	Not important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	Firewood, or batteries	null	null	No	No	No	No	null	North-Rural	2.073628	Male	Married/cohaviting	30-39	Primary	8	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,057,588	11	North	Niassa	7	1	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Female	Female	Female	Female	Male	Male	Male	null	null	null	null	null	null	null	null	Divorced/separated	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	32	17	7	6	5	4	3	null	null	null	null	null	null	null	null	Yes	Yes	No	No	Yes	Yes	No	null	null	null	null	null	null	null	null	Not attending	Full-time	null	null	Full-time	Only part of the time	null	null	null	null	null	null	null	null	null	4 Primary	7 Primary	null	null	1 Primary	1 Primary	null	null	null	null	null	null	null	null	null	No	No	null	null	No	No	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Don’t know	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	500	We don't have enough money for food	500	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Not applicable	Very important	Very important	Very important	Not important	Very important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	null	North-Urban	0.735291	Female	Divorced/separated/widowed	30-39	Primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Urban
MOZ	2,015	22,248,681	94	Centre	Zambezia	5	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Male	null	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	32	26	9	7	3	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	7 Primary	3 Primary	2 Primary	null	null	null	null	null	null	null	null	null	null	null	null	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	600	We don't have enough money for food	100	Husband / boyfriend	Not applicable	Not applicable	Not applicable	Not applicable	Husband / boyfriend	Not applicable	Not applicable	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	1.443359	Male	Married/cohaviting	30-39	Primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,281,216	95	Centre	Zambezia	5	3	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Female	Male	Female	Female	Male	null	null	null	null	null	null	null	null	null	null	Widowed	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	39	20	16	12	10	null	null	null	null	null	null	null	null	null	null	No	No	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Not attending	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	4 Primary	3 Primary	3 Primary	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Don’t know	Growing something and selling it, such as crops, fruits, or	null	null	Don’t know	null	null	Don't Know	We don't have enough money for food	Don't Know	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Not applicable	Not applicable	Not applicable	Don’t know	Very important	Don’t know	Don’t know	Don’t know	Don’t know	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	0.826073	Female	Divorced/separated/widowed	30-39	Never attended to school	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,336,587	192	South	Gaza	8	2	Head	Son or daughter	Father/Mother	Son or daughter	Other relative	Other relative	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Male	Female	Female	Female	Female	Male	Female	null	null	null	null	null	null	null	Living together/cohabiting	Single/Never married	Widowed	Single/Never married	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	39	23	63	7	31	17	1	11	null	null	null	null	null	null	null	Yes	Yes	No	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	Not attending	Not attending	null	Full-time	Not attending	Not attending	null	null	null	null	null	null	null	null	null	5 Primary	3 Primary	null	1 Primary	6 Primary	7 Primary	null	null	null	null	null	null	null	null	null	No	No	null	No	No	No	null	null	null	null	null	null	null	null	null	Yes	No	No	null	Yes	No	null	null	null	null	null	null	null	null	null	No	No	No	null	Yes	No	null	null	null	null	null	null	null	null	null	Yes	No	No	null	Yes	No	null	null	null	null	null	null	null	null	null	Xichangana	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	5000	We don't have enough money for food	Don't Know	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Very important	Very important	Don’t know	Don’t know	Don’t know	Don’t know	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	One	South-Rural	2.354881	Male	Married/cohaviting	30-39	Primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,486,473	136	Centre	Manica	5	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Male	null	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	49	41	8	7	2	null	null	null	null	null	null	null	null	null	null	Yes	No	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Not attending	null	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	null	3 Primary	null	2 Primary	1 Primary	null	null	null	null	null	null	null	null	null	null	null	Yes	null	No	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Tewe	Other (specify)	Nada	null	Other (specify)	Nada	null	Don't Know	We don't have enough money for food	200	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not applicable	Not applicable	Not applicable	Not applicable	Not applicable	Not important	Very important	Not important	Not important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	0.335232	Male	Married/cohaviting	40-49	Primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,754,292	85	Centre	Zambezia	5	4	Head	Son or daughter	Son or daughter	Son or daughter	Step son / Step daughter	null	null	null	null	null	null	null	null	null	null	Female	Female	Male	Male	Male	null	null	null	null	null	null	null	null	null	null	Divorced/separated	Widowed	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	45	21	17	15	10	null	null	null	null	null	null	null	null	null	null	Yes	No	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Not attending	null	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	1 Primary	null	6 Primary	null	null	null	null	null	null	null	null	null	null	null	null	No	null	No	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Elomwe	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	1200	We don't have enough money for food	450	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	1.154687	Female	Divorced/separated/widowed	40-49	Pre-primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,762,930	85	Centre	Zambezia	5	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Male	Female	Female	Male	Male	null	null	null	null	null	null	null	null	null	null	Married	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	29	27	9	7	2	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Full-time	null	null	null	null	null	null	null	null	null	null	null	null	6 Primary	5 Primary	3 Primary	null	null	null	null	null	null	null	null	null	null	null	null	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Elomwe	Don't know	null	null	Don’t know	null	null	Don't Know	We don't have enough money for food	Don't Know	Both husband and wife	Not applicable	Husband / boyfriend	Husband / boyfriend	Both husband and wife	Not applicable	Not applicable	Not applicable	Somewhat important	Very important	Don’t know	Not important	Not important	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	1.154687	Male	Married/cohaviting	15-29	Primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,800,601	138	Centre	Manica	5	1	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Female	Female	Male	Male	Male	null	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	29	14	12	10	6	null	null	null	null	null	null	null	null	null	null	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Ndau	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	Don't Know	We don't have enough money for food	800	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Not applicable	Wife / -girlfriend	Wife / -girlfriend	Not important	Very important	Not important	Not important	Not important	Not important	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	0.930165	Female	Married/cohaviting	15-29	Never attended to school	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	23,009,438	97	Centre	Zambezia	5	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Female	null	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	47	34	17	7	5	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	4 Primary	2 Primary	5 Primary	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Running own business in retail or manufacturing (selling or	null	null	Running own business in retail or manufacturing (selling or	null	null	1000	We don't have enough money for food	400	Both husband and wife	Both husband and wife	Both husband and wife	Husband / boyfriend	Husband / boyfriend	Not applicable	Not applicable	Not applicable	Somewhat important	Somewhat important	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	null	Centre-Rural	2.082561	Male	Married/cohaviting	40-49	Primary	9	100	Below the poverty line	96.9	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,208,087	121	Centre	Tete	5	1	Head	Son or daughter	Son or daughter	Son or daughter	Grandchild	null	null	null	null	null	null	null	null	null	null	Female	Female	Female	Male	Male	null	null	null	null	null	null	null	null	null	null	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	44	13	10	7	3	null	null	null	null	null	null	null	null	null	null	No	No	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	Only part of the time	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	null	1 Primary	1 Primary	null	null	null	null	null	null	null	null	null	null	null	null	null	No	No	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Nhungue	Don't know	null	null	Don’t know	null	null	1000	We don't have enough money for food	400	Wife / -girlfriend	Wife / -girlfriend	Wife / -girlfriend	Don’t know	Don’t know	Don’t know	Wife / -girlfriend	Wife / -girlfriend	Not important	Very important	Not important	Not important	Not important	Not important	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	null	Centre-Rural	1.105552	Female	Single/never married	40-49	Never attended to school	10	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,251,316	66	North	Nampula	6	1	Head	Spouse	Son or daughter	Son or daughter	Step son / Step daughter	Other relative	null	null	null	null	null	null	null	null	null	Male	Female	Male	Female	Male	Male	null	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	32	26	11	10	6	3	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Not attending	Not attending	null	null	null	null	null	null	null	null	null	null	null	Pre-primary	Pre-primary	1 Primary	1 Primary	null	null	null	null	null	null	null	null	null	null	null	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	No	null	null	null	null	null	null	null	null	null	null	null	null	null	Macua	Don't know	null	null	Don’t know	null	null	Don't Know	We don't have enough money for food	Don't Know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Other	chamine	null	No	No	No	No	null	North-Rural	0.130719	Male	Married/cohaviting	30-39	Pre-primary	10	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,660,590	147	Centre	Sofala	5	2	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Male	null	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	29	24	12	9	7	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	3 Primary	7 Primary	6 Primary	4 Primary	1 Primary	null	null	null	null	null	null	null	null	null	null	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Ndau	Earning wages from occasional job	null	null	Earning wages from occasional job	null	null	2500	We don't have enough money for food	1800	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Somewhat important	Very important	Not important	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	null	Centre-Rural	1.032862	Male	Married/cohaviting	15-29	Primary	10	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,681,450	111	Centre	Zambezia	8	3	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Father/Mother	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Female	Male	Female	Male	Female	Male	Male	null	null	null	null	null	null	null	Married	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Widowed	Single/Never married	Single/Never married	null	null	null	null	null	null	null	32	30	16	14	11	49	6	2	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	No	No	No	null	null	null	null	null	null	null	Not attending	Not attending	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	null	null	null	4 Primary	5 Primary	7 Primary	4 Primary	3 Primary	null	null	null	null	null	null	null	null	null	null	Yes	No	No	No	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	null	null	Yes	null	null	null	null	null	null	null	null	null	Yes	Yes	No	null	null	Yes	null	null	null	null	null	null	null	null	null	Yes	Yes	No	null	null	Yes	null	null	null	null	null	null	null	null	null	Muniga	Growing something and selling it, such as crops, fruits, or	null	null	Rearing livestock, poultry, fish, or bees and selling it or	null	null	Don't Know	Don't know	Don't Know	Husband / boyfriend	Husband / boyfriend	Both husband and wife	Husband / boyfriend	Both husband and wife	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Somewhat important	Very important	Don’t know	Not important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	Yes, bicycle only	Two or more	Centre-Rural	0.516879	Male	Married/cohaviting	30-39	Primary	10	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,865,232	141	Centre	Manica	8	5	Head	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Other relative	null	null	null	null	null	null	null	Male	Female	Male	Male	Male	Female	Female	Female	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Divorced/separated	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	47	39	22	18	16	13	11	14	null	null	null	null	null	null	null	Yes	No	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	Not attending	null	Not attending	Not attending	Full-time	Full-time	Full-time	Full-time	null	null	null	null	null	null	null	4 Primary	null	6 Primary	6 Primary	5 Primary	7 Primary	5 Primary	7 Primary	null	null	null	null	null	null	null	Yes	null	No	No	No	No	No	No	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	Cishona	Running own business by providing services	null	null	Running own business by providing services	null	null	450	We don't have enough money for food	600	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Somewhat important	Somewhat important	Somewhat important	Somewhat important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	Radio only	Yes, bicycle only	null	Centre-Rural	1.567787	Male	Married/cohaviting	40-49	Primary	10	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,910,884	142	Centre	Manica	10	4	Head	Spouse	Spouse	Spouse	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	Male	Female	Female	Female	Male	Male	Male	Female	Male	Male	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	56	43	40	30	14	12	11	10	8	6	null	null	null	null	null	Yes	No	No	No	Yes	Yes	Yes	Yes	Yes	Yes	null	null	null	null	null	Not attending	null	null	null	Full-time	Full-time	Full-time	Full-time	Full-time	Full-time	null	null	null	null	null	3 Primary	null	null	null	5 Primary	4 Primary	2 Primary	3 Primary	2 Primary	1 Primary	null	null	null	null	null	Yes	null	null	null	No	No	No	No	No	No	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Ndau	Running own business by providing services	null	null	Running own business by providing services	null	null	Don't Know	We don't have enough money for food	1000	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not important	Very important	Not important	Not important	Not important	Not important	1	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	Radio only	Yes, bicycle only	null	Centre-Rural	0.264029	Male	Married/cohaviting	50-59	Primary	10	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,202,828	93	Centre	Zambezia	5	2	Head	Spouse	Son or daughter	Son or daughter	Other relative	null	null	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Male	null	null	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	null	null	30	25	11	8	3	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Only part of the time	null	null	null	null	null	null	null	null	null	null	null	null	2 Primary	1 Primary	3 Primary	null	null	null	null	null	null	null	null	null	null	null	null	Yes	No	No	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Chichewa	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	Don't Know	We don't have enough money for food	200	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not applicable	Not applicable	Not applicable	Don’t know	Not important	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	Firewood, or batteries	null	null	No	No	No	No	One	Centre-Rural	1.996647	Male	Married/cohaviting	30-39	Primary	11	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,273,785	65	North	Nampula	7	4	Head	Spouse	Brother/sister	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Male	Female	Male	Male	Female	Male	Male	null	null	null	null	null	null	null	null	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	46	48	21	19	14	12	6	null	null	null	null	null	null	null	null	No	No	Yes	No	Yes	No	No	null	null	null	null	null	null	null	null	null	null	Not attending	null	Not attending	null	null	null	null	null	null	null	null	null	null	null	null	5 Primary	null	3 Primary	null	null	null	null	null	null	null	null	null	null	null	null	Yes	null	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	Emakhuwa	Other (specify)	Ajuda alguns agricultores	null	Growing something and selling it, such as crops, fruits, or	null	null	2000	We don't have enough money for food	700	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Not important	Very important	Not important	Not important	Not important	Not important	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	One	North-Rural	0.367478	Male	Married/cohaviting	40-49	Never attended to school	11	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,284,605	208	South	Maputo Prov	7	2	Spouse	Head	Son or daughter	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	null	Female	Male	Male	Female	Female	Female	Male	null	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	null	36	37	1	4	8	10	13	null	null	null	null	null	null	null	null	No	Yes	No	No	Yes	Yes	Yes	null	null	null	null	null	null	null	null	null	Not attending	null	null	Only part of the time	Only part of the time	Only part of the time	null	null	null	null	null	null	null	null	null	5 Primary	null	null	3 Primary	5 Primary	7 Primary	null	null	null	null	null	null	null	null	null	No	null	null	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	null	null	null	null	null	null	null	null	null	null	null	null	null	Xichangana	Running own business by providing services	null	null	Running own business by providing services	null	null	5000	We don't have enough money for food	600	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Very important	Very important	Very important	Very important	Very important	Very important	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	Latrine of any kind	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	No	No	One	South-Urban	0.349944	Male	Married/cohaviting	30-39	Primary	11	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Urban
MOZ	2,015	22,469,603	152	Centre	Sofala	8	3	Head	Spouse	Other relative	Other relative	Son or daughter	Son or daughter	Son or daughter	Son or daughter	null	null	null	null	null	null	null	Male	Female	Male	Male	Male	Female	Male	Male	null	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Single/Never married	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	null	43	36	45	35	15	13	10	4	null	null	null	null	null	null	null	No	No	Yes	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	Not attending	Not attending	Not attending	Full-time	Not attending	null	null	null	null	null	null	null	null	null	null	3 Primary	2 Primary	2 Primary	3 Primary	2 Primary	null	null	null	null	null	null	null	null	null	null	No	No	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	No	No	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	No	Yes	null	null	null	null	null	null	null	null	null	null	Yes	Yes	No	No	Yes	null	null	null	null	null	null	null	null	null	null	Sena	Rearing livestock, poultry, fish, or bees and selling it or	null	null	Rearing livestock, poultry, fish, or bees and selling it or	null	null	900	We don't have enough money for food	1500	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Don’t know	Very important	Don’t know	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	Radio only	Yes, bicycle only	null	Centre-Rural	1.344948	Male	Married/cohaviting	40-49	Never attended to school	11	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,480,024	148	Centre	Sofala	9	4	Head	Brother/sister	Brother/sister	Son or daughter	Son or daughter	Brother/sister	Brother/sister	Other relative	Other relative	null	null	null	null	null	null	Male	Male	Male	Female	Female	Female	Female	Male	Female	null	null	null	null	null	null	Widowed	Married	Married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	56	48	36	25	23	20	15	10	8	null	null	null	null	null	null	No	No	No	No	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	No	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	No	No	null	null	null	null	null	null	null	null	Cisena	Growing something and selling it, such as crops, fruits, or	null	null	Growing something and selling it, such as crops, fruits, or	null	null	Don't Know	We don't have enough money for food	1200	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Husband / boyfriend	Don’t know	Very important	Not important	Don’t know	Don’t know	Don’t know	0	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	Radio only	Yes, bicycle only	null	Centre-Rural	1.708466	Male	Divorced/separated/widowed	50-59	Never attended to school	11	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural
MOZ	2,015	22,518,888	148	Centre	Sofala	9	4	Head	Spouse	Other relative	Other relative	Son or daughter	Other relative	Other relative	Other relative	Other relative	null	null	null	null	null	null	Male	Female	Male	Female	Female	Male	Male	Male	Male	null	null	null	null	null	null	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Living together/cohabiting	Single/Never married	Single/Never married	Single/Never married	Single/Never married	Single/Never married	null	null	null	null	null	null	56	45	36	26	17	13	10	7	5	null	null	null	null	null	null	Yes	Yes	Yes	Yes	Yes	No	No	No	No	null	null	null	null	null	null	Not attending	Not attending	Not attending	Not attending	Not attending	null	null	null	null	null	null	null	null	null	null	5 Primary	3 Primary	5 Primary	2 Primary	2 Primary	null	null	null	null	null	null	null	null	null	null	No	No	No	No	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Yes	Yes	Yes	Yes	No	null	null	null	null	null	null	null	null	null	null	Cisena	Earning wages from occasional job	null	null	Growing something and selling it, such as crops, fruits, or	null	null	2500	We don't have enough money for food	1500	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Both husband and wife	Not important	Very important	Not important	Don’t know	Don’t know	Don’t know	2	Uncovered, or other	Reeds / sticks / bamboo / palm, wood or metal sheets, tin /	None, or other	LPG, oil / paraffin / kerosene, or candles	null	null	No	No	Radio only	Yes, bicycle only	null	Centre-Rural	1.708466	Male	Married/cohaviting	50-59	Primary	11	100	Below the poverty line	92.6	Below the poverty line($1.25/day)	Rural

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CGAP Smallholder Household Survey - Mozambique (2015)

Dataset Description

Nationally representative household survey of smallholder farming families in Mozambique, conducted by the Consultative Group to Assist the Poor (CGAP) in 2015.

Dataset Summary

Metric	Value
Country	Mozambique
Year	2015
Households Surveyed	~2,500
Total Records	9,604

Tables

Table	Rows	Columns	Description
`household`	2,574	221	Household-level characteristics
`single`	2,574	919	Single respondent detailed survey
`multiple`	4,456	444	Repeated measures (members, plots, livestock)

Usage

from datasets import load_dataset

# Load household-level data
household = load_dataset("YOUR_USERNAME/cgap-smallholder-moz", "household", split="train")

# Load single respondent data
single = load_dataset("YOUR_USERNAME/cgap-smallholder-moz", "single", split="train")

# Load multiple respondent data
multiple = load_dataset("YOUR_USERNAME/cgap-smallholder-moz", "multiple", split="train")

With Pandas

import pandas as pd
df = pd.read_parquet("hf://datasets/YOUR_USERNAME/cgap-smallholder-moz/household.parquet")

Features

The dataset covers:

Demographics: Household composition, age, gender, education levels
Agriculture: Crops cultivated, land holdings, livestock, farming practices
Financial Services: Bank accounts, mobile money usage, savings groups, credit access
Income & Expenditure: Income sources, consumption patterns
Assets: Household and productive assets
Shocks: Economic shocks and coping mechanisms

Documentation

Official CGAP User Guide

For detailed variable definitions, survey methodology, and questionnaire documentation, see the official CGAP user guide:

📖 Mozambique User Guide

Data Dictionary

This repository includes comprehensive data dictionaries with statistics for every variable:

DATA_DICTIONARY.md - Human-readable markdown format
data_dictionary.json - Machine-readable JSON format

The data dictionary includes for each variable:

Data type (numeric/categorical)
Non-null counts and missing value percentages
Value ranges (min, max, mean, median) for numeric columns
Unique value counts and distributions for categorical columns

Suggested ML Tasks

Financial inclusion prediction (binary classification)
Income/wealth classification
Household segmentation (clustering)
Agricultural productivity prediction
Vulnerability/poverty risk assessment

Source

Publisher: Consultative Group to Assist the Poor (CGAP)
Host: World Bank Microdata Library
URL: https://www.cgap.org/research/data/smallholder-families-data-hub

Citation

@misc{cgap_smallholder_moz_2015,
  title={CGAP Smallholder Families Household Survey - Mozambique},
  author={{Consultative Group to Assist the Poor}},
  year={2015},
  publisher={World Bank Microdata Library}
}

License

Subject to World Bank Microdata Library Terms of Use. Intended for research and educational purposes.

Downloads last month: 91

Size of downloaded dataset files:

1.98 MB

Size of the auto-converted Parquet files:

1.98 MB

Number of rows:

9,604

Collection including electricsheepafrica/cgap-smallholder-survey-mozambique-2015

CGAP Smallholder Families Surveys

Collection

Household surveys on smallholder farmers from CGAP covering 5 African countries (2015-2016). • 5 items • Updated 21 days ago