CGAP Smallholder Families Surveys
Collection
Household surveys on smallholder farmers from CGAP covering 5 African countries (2015-2016). • 5 items • Updated
Datasets:
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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:
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.
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