# Data Dictionary - MOZ

This data dictionary provides descriptions and statistics for all variables in the dataset.

## Household Table

- **Rows**: 2,574
- **Columns**: 221

| Column | Description | Type | Non-Null | Null % | Details |
|--------|-------------|------|----------|--------|--------|
| `country_code` | - | categorical | 2,574 | 0.0% | 1 unique |
| `survey_year` | - | numeric | 2,574 | 0.0% | [2015-2015]; vals: [2015] |
| `hhid` | Household ID | numeric | 2,574 | 0.0% | [21948170-23324649] |
| `hh1` | Cluster number | numeric | 2,574 | 0.0% | [1-212] |
| `hh6` | Region: | categorical | 2,574 | 0.0% | 3 unique |
| `hh7` | Province | categorical | 2,574 | 0.0% | 11 unique |
| `hh10` | Total number of household members: | numeric | 2,574 | 0.0% | [1-15] |
| `hh11` | Number of eligible household members: | numeric | 2,574 | 0.0% | [1-12] |
| `d2_1` | HH Member 1_Relationship to the household head | categorical | 2,574 | 0.0% | 8 unique |
| `d2_2` | HH Member 2_Relationship to the household head | categorical | 2,330 | 9.48% | 11 unique |
| `d2_3` | HH Member 3_Relationship to the household head | categorical | 1,861 | 27.7% | 10 unique |
| `d2_4` | HH Member 4_Relationship to the household head | categorical | 1,339 | 47.98% | 10 unique |
| `d2_5` | HH Member 5_Relationship to the household head | categorical | 904 | 64.88% | 9 unique |
| `d2_6` | HH Member 6_Relationship to the household head | categorical | 531 | 79.37% | 10 unique |
| `d2_7` | HH Member 7_Relationship to the household head | categorical | 317 | 87.68% | 10 unique |
| `d2_8` | HH Member 8_Relationship to the household head | categorical | 172 | 93.32% | 8 unique |
| `d2_9` | HH Member 9_Relationship to the household head | categorical | 101 | 96.08% | 6 unique |
| `d2_10` | HH Member 10_Relationship to the household head | categorical | 60 | 97.67% | 5 unique |
| `d2_11` | HH Member 11_Relationship to the household head | categorical | 34 | 98.68% | 4 unique |
| `d2_12` | HH Member 12_Relationship to the household head | categorical | 18 | 99.3% | 4 unique |
| `d2_13` | HH Member 13_Relationship to the household head | categorical | 8 | 99.69% | 2 unique |
| `d2_14` | HH Member 14_Relationship to the household head | categorical | 7 | 99.73% | 3 unique |
| `d2_15` | HH Member 15_Relationship to the household head | categorical | 2 | 99.92% | 2 unique |
| `d3_1` | HH Member 1_Gender | categorical | 2,574 | 0.0% | 2 unique |
| `d3_2` | HH Member 2_Gender | categorical | 2,330 | 9.48% | 2 unique |
| `d3_3` | HH Member 3_Gender | categorical | 1,861 | 27.7% | 2 unique |
| `d3_4` | HH Member 4_Gender | categorical | 1,339 | 47.98% | 2 unique |
| `d3_5` | HH Member 5_Gender | categorical | 904 | 64.88% | 2 unique |
| `d3_6` | HH Member 6_Gender | categorical | 531 | 79.37% | 2 unique |
| `d3_7` | HH Member 7_Gender | categorical | 317 | 87.68% | 2 unique |
| `d3_8` | HH Member 8_Gender | categorical | 172 | 93.32% | 2 unique |
| `d3_9` | HH Member 9_Gender | categorical | 101 | 96.08% | 2 unique |
| `d3_10` | HH Member 10_Gender | categorical | 60 | 97.67% | 2 unique |
| `d3_11` | HH Member 11_Gender | categorical | 34 | 98.68% | 2 unique |
| `d3_12` | HH Member 12_Gender | categorical | 18 | 99.3% | 2 unique |
| `d3_13` | HH Member 13_Gender | categorical | 8 | 99.69% | 2 unique |
| `d3_14` | HH Member 14_Gender | categorical | 7 | 99.73% | 2 unique |
| `d3_15` | HH Member 15_Gender | categorical | 2 | 99.92% | 2 unique |
| `d4_1` | HH Member 1_Marital Status | categorical | 2,574 | 0.0% | 6 unique |
| `d4_2` | HH Member 2_Marital Status | categorical | 2,330 | 9.48% | 6 unique |
| `d4_3` | HH Member 3_Marital Status | categorical | 1,861 | 27.7% | 6 unique |
| `d4_4` | HH Member 4_Marital Status | categorical | 1,339 | 47.98% | 6 unique |
| `d4_5` | HH Member 5_Marital Status | categorical | 904 | 64.88% | 6 unique |
| `d4_6` | HH Member 6_Marital Status | categorical | 531 | 79.37% | 5 unique |
| `d4_7` | HH Member 7_Marital Status | categorical | 317 | 87.68% | 5 unique |
| `d4_8` | HH Member 8_Marital Status | categorical | 172 | 93.32% | 3 unique |
| `d4_9` | HH Member 9_Marital Status | categorical | 101 | 96.08% | 3 unique |
| `d4_10` | HH Member 10_Marital Status | categorical | 60 | 97.67% | 3 unique |
| `d4_11` | HH Member 11_Marital Status | categorical | 34 | 98.68% | 3 unique |
| `d4_12` | HH Member 12_Marital Status | categorical | 18 | 99.3% | 3 unique |
| `d4_13` | HH Member 13_Marital Status | categorical | 8 | 99.69% | 1 unique |
| `d4_14` | HH Member 14_Marital Status | categorical | 7 | 99.73% | 2 unique |
| `d4_15` | HH Member 15_Marital Status | categorical | 2 | 99.92% | 1 unique |
| `d5_1` | HH Member 1_Age | numeric | 2,574 | 0.0% | [5-100] |
| `d5_2` | HH Member 2_Age | numeric | 2,330 | 9.48% | [0-95] |
| `d5_3` | HH Member 3_Age | numeric | 1,861 | 27.7% | [0-87] |
| `d5_4` | HH Member 4_Age | numeric | 1,339 | 47.98% | [0-96] |
| `d5_5` | HH Member 5_Age | numeric | 904 | 64.88% | [0-79] |
| `d5_6` | HH Member 6_Age | numeric | 531 | 79.37% | [0-73] |
| `d5_7` | HH Member 7_Age | numeric | 317 | 87.68% | [0-100] |
| `d5_8` | HH Member 8_Age | numeric | 172 | 93.32% | [0-79] |
| `d5_9` | HH Member 9_Age | numeric | 101 | 96.08% | [0-97] |
| `d5_10` | HH Member 10_Age | numeric | 60 | 97.67% | [0-66] |
| `d5_11` | HH Member 11_Age | numeric | 34 | 98.68% | [0-22] |
| `d5_12` | HH Member 12_Age | numeric | 18 | 99.3% | [1-50] |
| `d5_13` | HH Member 13_Age | numeric | 8 | 99.69% | [0-15] |
| `d5_14` | HH Member 14_Age | numeric | 7 | 99.73% | [1-20]; vals: [1.0, 2.0, 3.0, 8.0, 20.0] |
| `d5_15` | HH Member 15_Age | numeric | 2 | 99.92% | [1-5]; vals: [1.0, 5.0] |
| `d6_1` | HH Member 1_Ever attended school | categorical | 2,574 | 0.0% | 2 unique |
| `d6_2` | HH Member 2_Ever attended school | categorical | 2,330 | 9.48% | 2 unique |
| `d6_3` | HH Member 3_Ever attended school | categorical | 1,861 | 27.7% | 2 unique |
| `d6_4` | HH Member 4_Ever attended school | categorical | 1,339 | 47.98% | 2 unique |
| `d6_5` | HH Member 5_Ever attended school | categorical | 904 | 64.88% | 2 unique |
| `d6_6` | HH Member 6_Ever attended school | categorical | 531 | 79.37% | 2 unique |
| `d6_7` | HH Member 7_Ever attended school | categorical | 317 | 87.68% | 2 unique |
| `d6_8` | HH Member 8_Ever attended school | categorical | 172 | 93.32% | 2 unique |
| `d6_9` | HH Member 9_Ever attended school | categorical | 101 | 96.08% | 2 unique |
| `d6_10` | HH Member 10_Ever attended school | categorical | 60 | 97.67% | 2 unique |
| `d6_11` | HH Member 11_Ever attended school | categorical | 34 | 98.68% | 2 unique |
| `d6_12` | HH Member 12_Ever attended school | categorical | 18 | 99.3% | 2 unique |
| `d6_13` | HH Member 13_Ever attended school | categorical | 8 | 99.69% | 2 unique |
| `d6_14` | HH Member 14_Ever attended school | categorical | 7 | 99.73% | 2 unique |
| `d6_15` | HH Member 15_Ever attended school | categorical | 2 | 99.92% | 1 unique |
| `d7_1` | HH Member 1_Currently attending school | categorical | 1,713 | 33.45% | 4 unique |
| `d7_2` | HH Member 2_Currently attending school | categorical | 1,513 | 41.22% | 4 unique |
| `d7_3` | HH Member 3_Currently attending school | categorical | 1,364 | 47.01% | 4 unique |
| `d7_4` | HH Member 4_Currently attending school | categorical | 914 | 64.49% | 4 unique |
| `d7_5` | HH Member 5_Currently attending school | categorical | 547 | 78.75% | 4 unique |
| `d7_6` | HH Member 6_Currently attending school | categorical | 297 | 88.46% | 4 unique |
| `d7_7` | HH Member 7_Currently attending school | categorical | 162 | 93.71% | 4 unique |
| `d7_8` | HH Member 8_Currently attending school | categorical | 78 | 96.97% | 4 unique |
| `d7_9` | HH Member 9_Currently attending school | categorical | 43 | 98.33% | 4 unique |
| `d7_10` | HH Member 10_Currently attending school | categorical | 31 | 98.8% | 4 unique |
| `d7_11` | HH Member 11_Currently attending school | categorical | 15 | 99.42% | 2 unique |
| `d7_12` | HH Member 12_Currently attending school | categorical | 4 | 99.84% | 2 unique |
| `d7_13` | HH Member 13_Currently attending school | categorical | 1 | 99.96% | 1 unique |
| `d7_14` | HH Member 14_Currently attending school | categorical | 1 | 99.96% | 1 unique |
| `d7_15` | HH Member 15_Currently attending school | numeric | 0 | 100.0% | - |
| `d8_1` | HH Member 1_Highest grade attended | categorical | 1,713 | 33.45% | 14 unique |
| `d8_2` | HH Member 2_Highest grade attended | categorical | 1,513 | 41.22% | 14 unique |
| `d8_3` | HH Member 3_Highest grade attended | categorical | 1,364 | 47.01% | 14 unique |
| `d8_4` | HH Member 4_Highest grade attended | categorical | 914 | 64.49% | 14 unique |
| `d8_5` | HH Member 5_Highest grade attended | categorical | 547 | 78.75% | 14 unique |
| `d8_6` | HH Member 6_Highest grade attended | categorical | 297 | 88.46% | 14 unique |
| `d8_7` | HH Member 7_Highest grade attended | categorical | 162 | 93.71% | 13 unique |
| `d8_8` | HH Member 8_Highest grade attended | categorical | 78 | 96.97% | 14 unique |
| `d8_9` | HH Member 9_Highest grade attended | categorical | 43 | 98.33% | 13 unique |
| `d8_10` | HH Member 10_Highest grade attended | categorical | 31 | 98.8% | 11 unique |
| `d8_11` | HH Member 11_Highest grade attended | categorical | 15 | 99.42% | 9 unique |
| `d8_12` | HH Member 12_Highest grade attended | categorical | 4 | 99.84% | 3 unique |
| `d8_13` | HH Member 13_Highest grade attended | categorical | 1 | 99.96% | 1 unique |
| `d8_14` | HH Member 14_Highest grade attended | categorical | 1 | 99.96% | 1 unique |
| `d8_15` | HH Member 15_Highest grade attended | numeric | 0 | 100.0% | - |
| `d9_1` | HH Member 1_Completed grade | categorical | 1,713 | 33.45% | 2 unique |
| `d9_2` | HH Member 2_Completed grade | categorical | 1,513 | 41.22% | 2 unique |
| `d9_3` | HH Member 3_Completed grade | categorical | 1,364 | 47.01% | 2 unique |
| `d9_4` | HH Member 4_Completed grade | categorical | 914 | 64.49% | 2 unique |
| `d9_5` | HH Member 5_Completed grade | categorical | 547 | 78.75% | 2 unique |
| `d9_6` | HH Member 6_Completed grade | categorical | 297 | 88.46% | 2 unique |
| `d9_7` | HH Member 7_Completed grade | categorical | 162 | 93.71% | 2 unique |
| `d9_8` | HH Member 8_Completed grade | categorical | 78 | 96.97% | 2 unique |
| `d9_9` | HH Member 9_Completed grade | categorical | 43 | 98.33% | 2 unique |
| `d9_10` | HH Member 10_Completed grade | categorical | 31 | 98.8% | 2 unique |
| `d9_11` | HH Member 11_Completed grade | categorical | 15 | 99.42% | 2 unique |
| `d9_12` | HH Member 12_Completed grade | categorical | 4 | 99.84% | 2 unique |
| `d9_13` | HH Member 13_Completed grade | categorical | 1 | 99.96% | 1 unique |
| `d9_14` | HH Member 14_Completed grade | categorical | 1 | 99.96% | 1 unique |
| `d9_15` | HH Member 15_Completed grade | numeric | 0 | 100.0% | - |
| `d10_1` | HH Member 1_Contributes to the HH income | categorical | 2,566 | 0.31% | 2 unique |
| `d10_2` | HH Member 2_Contributes to the HH income | categorical | 2,077 | 19.31% | 2 unique |
| `d10_3` | HH Member 3_Contributes to the HH income | categorical | 900 | 65.03% | 2 unique |
| `d10_4` | HH Member 4_Contributes to the HH income | categorical | 420 | 83.68% | 2 unique |
| `d10_5` | HH Member 5_Contributes to the HH income | categorical | 217 | 91.57% | 2 unique |
| `d10_6` | HH Member 6_Contributes to the HH income | categorical | 107 | 95.84% | 2 unique |
| `d10_7` | HH Member 7_Contributes to the HH income | categorical | 59 | 97.71% | 2 unique |
| `d10_8` | HH Member 8_Contributes to the HH income | categorical | 35 | 98.64% | 2 unique |
| `d10_9` | HH Member 9_Contributes to the HH income | categorical | 20 | 99.22% | 2 unique |
| `d10_10` | HH Member 10_Contributes to the HH income | categorical | 18 | 99.3% | 2 unique |
| `d10_11` | HH Member 11_Contributes to the HH income | categorical | 7 | 99.73% | 2 unique |
| `d10_12` | HH Member 12_Contributes to the HH income | categorical | 5 | 99.81% | 2 unique |
| `d10_13` | HH Member 13_Contributes to the HH income | categorical | 1 | 99.96% | 1 unique |
| `d10_14` | HH Member 14_Contributes to the HH income | categorical | 1 | 99.96% | 1 unique |
| `d10_15` | HH Member 15_Contributes to the HH income | numeric | 0 | 100.0% | - |
| `d11_1` | HH Member 1_Participates in the HH's agricultur... | categorical | 2,566 | 0.31% | 2 unique |
| `d11_2` | HH Member 2_Participates in the HH's agricultur... | categorical | 2,077 | 19.31% | 2 unique |
| `d11_3` | HH Member 3_Participates in the HH's agricultur... | categorical | 900 | 65.03% | 2 unique |
| `d11_4` | HH Member 4_Participates in the HH's agricultur... | categorical | 420 | 83.68% | 2 unique |
| `d11_5` | HH Member 5_Participates in the HH's agricultur... | categorical | 217 | 91.57% | 2 unique |
| `d11_6` | HH Member 6_Participates in the HH's agricultur... | categorical | 107 | 95.84% | 2 unique |
| `d11_7` | HH Member 7_Participates in the HH's agricultur... | categorical | 59 | 97.71% | 2 unique |
| `d11_8` | HH Member 8_Participates in the HH's agricultur... | categorical | 35 | 98.64% | 2 unique |
| `d11_9` | HH Member 9_Participates in the HH's agricultur... | categorical | 20 | 99.22% | 2 unique |
| `d11_10` | HH Member 10_Participates in the HH's agricultu... | categorical | 18 | 99.3% | 2 unique |
| `d11_11` | HH Member 11_Participates in the HH's agricultu... | categorical | 7 | 99.73% | 2 unique |
| `d11_12` | HH Member 12_Participates in the HH's agricultu... | categorical | 5 | 99.81% | 2 unique |
| `d11_13` | HH Member 13_Participates in the HH's agricultu... | categorical | 1 | 99.96% | 1 unique |
| `d11_14` | HH Member 14_Participates in the HH's agricultu... | categorical | 1 | 99.96% | 1 unique |
| `d11_15` | HH Member 15_Participates in the HH's agricultu... | numeric | 0 | 100.0% | - |
| `d12_1` | HH Member 1_Eligible for the Individual HH memb... | categorical | 2,569 | 0.19% | 2 unique |
| `d12_2` | HH Member 2_Eligible for the Individual HH memb... | categorical | 2,088 | 18.88% | 2 unique |
| `d12_3` | HH Member 3_Eligible for the Individual HH memb... | categorical | 905 | 64.84% | 2 unique |
| `d12_4` | HH Member 4_Eligible for the Individual HH memb... | categorical | 427 | 83.41% | 2 unique |
| `d12_5` | HH Member 5_Eligible for the Individual HH memb... | categorical | 223 | 91.34% | 2 unique |
| `d12_6` | HH Member 6_Eligible for the Individual HH memb... | categorical | 109 | 95.77% | 2 unique |
| `d12_7` | HH Member 7_Eligible for the Individual HH memb... | categorical | 60 | 97.67% | 2 unique |
| `d12_8` | HH Member 8_Eligible for the Individual HH memb... | categorical | 35 | 98.64% | 2 unique |
| `d12_9` | HH Member 9_Eligible for the Individual HH memb... | categorical | 20 | 99.22% | 2 unique |
| `d12_10` | HH Member 10_Eligible for the Individual HH mem... | categorical | 18 | 99.3% | 2 unique |
| `d12_11` | HH Member 11_Eligible for the Individual HH mem... | categorical | 7 | 99.73% | 2 unique |
| `d12_12` | HH Member 12_Eligible for the Individual HH mem... | categorical | 5 | 99.81% | 2 unique |
| `d12_13` | HH Member 13_Eligible for the Individual HH mem... | categorical | 1 | 99.96% | 1 unique |
| `d12_14` | HH Member 14_Eligible for the Individual HH mem... | categorical | 1 | 99.96% | 1 unique |
| `d12_15` | HH Member 15_Eligible for the Individual HH mem... | numeric | 0 | 100.0% | - |
| `d14` | Main language spoken in the household | categorical | 2,574 | 0.0% | 47 unique |
| `d15` | Household's smallest source of income | categorical | 2,574 | 0.0% | 10 unique |
| `d15_oth` | What is your household's smallest source of inc... | categorical | 94 | 96.35% | 65 unique |
| `d15_o0` | What is your household's smallest source of inc... | numeric | 0 | 100.0% | - |
| `d17` | Household's largest source of income | categorical | 2,574 | 0.0% | 10 unique |
| `d17_oth` | What is your household's largest source of inco... | categorical | 93 | 96.39% | 59 unique |
| `d17_o0` | What is your household's largest source of inco... | numeric | 0 | 100.0% | - |
| `d19` | Monthly minimum amount for household's survival... | categorical | 2,574 | 0.0% | 100 unique |
| `d20` | Family's current financial situation | categorical | 2,574 | 0.0% | 5 unique |
| `d21` | Household's average monthly income (Metical) | categorical | 2,574 | 0.0% | 100 unique |
| `d22_1` | Decision maker for planting time | categorical | 2,574 | 0.0% | 6 unique |
| `d22_2` | Decision maker for purchase of farm inputs | categorical | 2,574 | 0.0% | 6 unique |
| `d22_3` | Decision maker for when to harvest | categorical | 2,574 | 0.0% | 6 unique |
| `d22_4` | Decision maker for quantity of crops to sell | categorical | 2,574 | 0.0% | 6 unique |
| `d22_5` | Decision maker for when and where to sell crops | categorical | 2,574 | 0.0% | 6 unique |
| `d22_6` | Decision maker for where to borrow money to sup... | categorical | 2,574 | 0.0% | 6 unique |
| `d22_7` | Decision maker for when to sell livestock | categorical | 2,574 | 0.0% | 6 unique |
| `d22_8` | Generally, who makes decisions on the following... | categorical | 2,574 | 0.0% | 6 unique |
| `d23_1` | Importance for household to have a bank account... | categorical | 2,574 | 0.0% | 4 unique |
| `d23_2` | Importance for household to have a mobile phone | categorical | 2,574 | 0.0% | 4 unique |
| `d23_3` | Importance for household to have a mobile money... | categorical | 2,574 | 0.0% | 4 unique |
| `d23_4` | Importance for household to have insurance | categorical | 2,574 | 0.0% | 4 unique |
| `d23_5` | Important for household to have a savings account | categorical | 2,574 | 0.0% | 4 unique |
| `d23_6` | Importance for household to have credit | categorical | 2,574 | 0.0% | 4 unique |
| `d24` | Number of household members who own a mobile phone | numeric | 2,574 | 0.0% | [0-11] |
| `d25` | Main material of the floor (excluding kitchen a... | categorical | 2,574 | 0.0% | 2 unique |
| `d26` | Main material of the walls of the residence | categorical | 2,574 | 0.0% | 2 unique |
| `d27` | Toilet arrangement used by the household | categorical | 2,574 | 0.0% | 3 unique |
| `d28` | Main source of energy for lighting in the resid... | categorical | 2,574 | 0.0% | 4 unique |
| `d28_oth` | What is the main source of energy for lighting ... | categorical | 49 | 98.1% | 25 unique |
| `d28_o0` | What is the main source of energy for lighting ... | numeric | 0 | 100.0% | - |
| `d29` | Whether household has a non-electric or electri... | categorical | 2,574 | 0.0% | 2 unique |
| `d30` | Whether household has a clock (wall, wrist, or ... | categorical | 2,574 | 0.0% | 2 unique |
| `d31` | Whether household has a radio, stereo system, o... | categorical | 2,574 | 0.0% | 3 unique |
| `d32` | D32.Whether household has a bicycle, motorcycle... | categorical | 2,574 | 0.0% | 3 unique |
| `d33` | Number of beds household has (single, double, b... | categorical | 1,703 | 33.84% | 2 unique |
| `stratum` | Design strata | categorical | 2,574 | 0.0% | 6 unique |
| `hhweight` | Household weight | numeric | 2,574 | 0.0% | [0-6] |
| `head_gender` | Gender of household head | categorical | 2,574 | 0.0% | 2 unique |
| `head_marstat` | Marital status of household head | categorical | 2,574 | 0.0% | 4 unique |
| `head_age` | Age of household head | categorical | 2,574 | 0.0% | 5 unique |
| `head_edu_attainment` | Educational attainment of household head | categorical | 2,574 | 0.0% | 5 unique |
| `ppi_score` | PPI SCORE | numeric | 2,574 | 0.0% | [2-96] |
| `ppi_prob` | PPI probability $2.5/day | numeric | 2,574 | 0.0% | [0-100] |
| `ppi_cutoff` | Poverty line of $2.5/day | categorical | 2,574 | 0.0% | 2 unique |
| `ppi_prob_125` | PPI probability $1.25/day | numeric | 2,574 | 0.0% | [0-100] |
| `ppi_cutoff_125` | Poverty line of $1.25/day | categorical | 2,574 | 0.0% | 2 unique |
| `urb_rur` | Urban/Rural Residence | categorical | 2,574 | 0.0% | 2 unique |

## Single Table

- **Rows**: 2,574
- **Columns**: 919

| Column | Description | Type | Non-Null | Null % | Details |
|--------|-------------|------|----------|--------|--------|
| `country_code` | - | categorical | 2,574 | 0.0% | 1 unique |
| `survey_year` | - | numeric | 2,574 | 0.0% | [2015-2015]; vals: [2015] |
| `hhid` | Household ID | numeric | 2,574 | 0.0% | [21948170-23324649] |
| `i1` | Cluster number | numeric | 2,209 | 14.18% | [1-212] |
| `i7` | I7.Day / Month / Year of interview: | categorical | 2,209 | 14.18% | 47 unique |
| `i8` | Region: | categorical | 2,209 | 14.18% | 3 unique |
| `i9` | Province | categorical | 2,209 | 14.18% | 11 unique |
| `a99` | Participate in household's agricultural activities | categorical | 2,209 | 14.18% | 2 unique |
| `a38` | Number of years in farming | categorical | 1,753 | 31.9% | 5 unique |
| `a39` | Intend to keep working in agriculture | categorical | 1,753 | 31.9% | 3 unique |
| `a40` | What makes less likely to stay in agriculture | categorical | 116 | 95.49% | 90 unique |
| `a400` | What makes less likely to stay in agriculture | numeric | 0 | 100.0% | - |
| `a401` | What makes less likely to stay in agriculture | numeric | 0 | 100.0% | - |
| `a402` | What makes less likely to stay in agriculture | numeric | 0 | 100.0% | - |
| `a41_1` | Enjoy agriculture | categorical | 1,753 | 31.9% | 3 unique |
| `a41_2` | Would not want to do any other kind of work | categorical | 1,753 | 31.9% | 3 unique |
| `a41_3` | Want to expand my agricultural activities by lo... | categorical | 1,753 | 31.9% | 3 unique |
| `a41_4` | Would take full time employment if I were offer... | categorical | 1,753 | 31.9% | 3 unique |
| `a41_5` | Satisfied with what my agricultural activities ... | categorical | 1,753 | 31.9% | 3 unique |
| `a41_6` | Regard my agricultural activities as the legacy... | categorical | 1,753 | 31.9% | 3 unique |
| `a41_7` | Just work to make ends meet | categorical | 1,753 | 31.9% | 3 unique |
| `a41_8` | Want my children to continue in agriculture | categorical | 1,753 | 31.9% | 3 unique |
| `a42_1` | Member of group or association - A planting, we... | categorical | 1,753 | 31.9% | 2 unique |
| `a42_2` | Member of groups or association -  An exporting... | categorical | 1,753 | 31.9% | 2 unique |
| `a42_3` | Member of group or association -  Trade union | categorical | 1,753 | 31.9% | 2 unique |
| `a42_4` | Member of group or association -  Saving and cr... | categorical | 1,753 | 31.9% | 2 unique |
| `a42_5` | Member of group association -  Women’s group ... | categorical | 1,753 | 31.9% | 2 unique |
| `a42_6` | Member of group or association - Processors group | categorical | 1,753 | 31.9% | 2 unique |
| `a42_7` | Member of group or association - Cooperative/Pr... | categorical | 1,753 | 31.9% | 2 unique |
| `a42_8` | Member of group or association - Farm implement... | categorical | 1,753 | 31.9% | 2 unique |
| `a42_9` | Member of group or association - Caixa | categorical | 1,753 | 31.9% | 2 unique |
| `a42_10` | Member of group  or association -  Other | categorical | 1,753 | 31.9% | 2 unique |
| `a42_11` | Member of group or association -  REFUSED | categorical | 1,753 | 31.9% | 2 unique |
| `a42_12` | Member of any group or association | categorical | 1,753 | 31.9% | 2 unique |
| `a42_oth` | Member of groups or associations - Other (speci... | categorical | 47 | 98.17% | 20 unique |
| `a42_o0` | Member of groups or associations - Other (speci... | numeric | 0 | 100.0% | - |
| `a43_1` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_2` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_3` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_4` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_5` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_6` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_7` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_8` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_9` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_10` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_11` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_12` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_13` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_14` | Get services from groups or associations | categorical | 184 | 92.85% | 2 unique |
| `a43_15` | Types of services from groups or associations -... | categorical | 184 | 92.85% | 2 unique |
| `a43_oth` | Types of services from groups or associations -... | categorical | 7 | 99.73% | 7 unique |
| `a43_o0` | Types of services from groups or associations -... | numeric | 0 | 100.0% | - |
| `a44_1` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_2` | Use of ources of information for agricultural a... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_3` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_4` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_5` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_6` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_7` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_8` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_9` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_10` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_11` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_12` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_13` | Use of source of information for agricultural a... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_14` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_15` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 6 unique |
| `a44_16` | Use of sources of information for agricultural ... | categorical | 1,753 | 31.9% | 4 unique |
| `a44_oth` | Use of sources of information for agricultural ... | categorical | 2 | 99.92% | 2 unique |
| `a44_o0` | Use of sources of information for agricultural ... | numeric | 0 | 100.0% | - |
| `a44_o1` | Use of sources of information for agricultural ... | numeric | 0 | 100.0% | - |
| `a44_o2` | Use of sources of information for agricultural ... | numeric | 0 | 100.0% | - |
| `a47_1` | Importanceto keep money aside for Fertilizer | categorical | 1,753 | 31.9% | 4 unique |
| `a47_2` | Importance to keep money aside for Seeds | categorical | 1,753 | 31.9% | 4 unique |
| `a47_3` | Importance to keep money aside for Pesticides | categorical | 1,753 | 31.9% | 4 unique |
| `a47_4` | Importance to keep money aside for Equipment | categorical | 1,753 | 31.9% | 4 unique |
| `a47_5` | Importance to keep money aside for Fuel | categorical | 1,753 | 31.9% | 4 unique |
| `a47_6` | Importance to keep money aside for Hiring staff... | categorical | 1,753 | 31.9% | 4 unique |
| `a47_7` | Importance to keep money aside for Security | categorical | 1,753 | 31.9% | 4 unique |
| `a47_8` | Importance to keep money aside for future inves... | categorical | 1,753 | 31.9% | 4 unique |
| `a47_9` | Importance to keep money aside for Crop storage... | categorical | 1,753 | 31.9% | 4 unique |
| `a47_10` | Importance to keep money aside for Irrigation | categorical | 1,753 | 31.9% | 4 unique |
| `a47_11` | Importance to keep money aside for Other agricu... | categorical | 1,753 | 31.9% | 4 unique |
| `a47_oth` | Importance to keep money aside for Other agricu... | categorical | 90 | 96.5% | 42 unique |
| `a47_o0` | Importance to keep money aside for Other agricu... | numeric | 0 | 100.0% | - |
| `a47_o1` | Importance to keep money aside for Other agricu... | numeric | 0 | 100.0% | - |
| `a47_o2` | Importance to keep money aside for Other agricu... | numeric | 0 | 100.0% | - |
| `a48_1` | Currently keep money aside for Fertilizer | categorical | 1,466 | 43.05% | 3 unique |
| `a48_2` | Currently keep money aside for Seeds | categorical | 1,560 | 39.39% | 3 unique |
| `a48_3` | Currently keep money aside for Pesticides | categorical | 1,292 | 49.81% | 3 unique |
| `a48_4` | Currently keep money aside for Equipment | categorical | 1,300 | 49.49% | 3 unique |
| `a48_5` | Currently keep money aside for Fuel | categorical | 919 | 64.3% | 3 unique |
| `a48_6` | Currently keep money aside for Hiring staff / w... | categorical | 892 | 65.35% | 3 unique |
| `a48_7` | Currently keep money aside for Security | categorical | 994 | 61.38% | 3 unique |
| `a48_8` | A48_8 Currently keep money aside for Future inv... | categorical | 1,144 | 55.56% | 3 unique |
| `a48_9` | Currently keep money aside for Crop storage aft... | categorical | 1,356 | 47.32% | 3 unique |
| `a48_10` | Currently keep money aside for Irrigation | categorical | 1,246 | 51.59% | 3 unique |
| `a48_11` | Currently keep money aside for Other agricultur... | categorical | 32 | 98.76% | 3 unique |
| `a49_1` | Want to keep money aside for fertilizer | categorical | 1,753 | 31.9% | 3 unique |
| `a49_2` | Want to keep money aside for Seeds | categorical | 1,753 | 31.9% | 3 unique |
| `a49_3` | Want to keep money aside for Pesticides | categorical | 1,753 | 31.9% | 3 unique |
| `a49_4` | Want to keep money aside for Equipment | categorical | 1,753 | 31.9% | 3 unique |
| `a49_5` | Want to keep money aside for Fuel | categorical | 1,753 | 31.9% | 3 unique |
| `a49_6` | Want to keep money aside for Hiring staff / wor... | categorical | 1,753 | 31.9% | 3 unique |
| `a49_7` | Want to keep money aside for Security | categorical | 1,753 | 31.9% | 3 unique |
| `a49_8` | Want to keep money aside for future investment ... | categorical | 1,753 | 31.9% | 3 unique |
| `a49_9` | Want to keep money aside for Crop storage after... | categorical | 1,753 | 31.9% | 3 unique |
| `a49_10` | Want to keep money aside for Irrigation | categorical | 1,753 | 31.9% | 3 unique |
| `a49_11` | Want to keep money aside for  Other agricultura... | categorical | 1,753 | 31.9% | 3 unique |
| `a49_oth` | Want to keep money aside for Other agricultural... | categorical | 20 | 99.22% | 18 unique |
| `a49_o0` | Want to keep money aside for Other agricultural... | numeric | 0 | 100.0% | - |
| `a49_o1` | Want to keep money aside for Other agricultural... | numeric | 0 | 100.0% | - |
| `a49_o2` | Want to keep money aside for Other agricultural... | numeric | 0 | 100.0% | - |
| `a52` | Currently store any crops after harvest | categorical | 1,753 | 31.9% | 2 unique |
| `a53_1` | Normally store Maize | categorical | 1,115 | 56.68% | 2 unique |
| `a53_2` | Normally store Beans | categorical | 1,115 | 56.68% | 2 unique |
| `a53_3` | Normally store Sweet potatoes | categorical | 1,115 | 56.68% | 2 unique |
| `a53_4` | Normally store Sorghum | categorical | 1,115 | 56.68% | 2 unique |
| `a53_5` | Normally store Rice | categorical | 1,115 | 56.68% | 2 unique |
| `a53_6` | Normally  store Groundnuts | categorical | 1,115 | 56.68% | 2 unique |
| `a53_7` | Normally store Cowpea | categorical | 1,115 | 56.68% | 2 unique |
| `a53_8` | A53_8.Normally store Millet | categorical | 1,115 | 56.68% | 2 unique |
| `a53_9` | Normally store Cassava | categorical | 1,115 | 56.68% | 2 unique |
| `a53_10` | Normally store Irish potatoes | categorical | 1,115 | 56.68% | 2 unique |
| `a53_11` | Normally store Pigeon pea | categorical | 1,115 | 56.68% | 2 unique |
| `a53_12` | Normally store Bananas | categorical | 1,115 | 56.68% | 2 unique |
| `a53_13` | Normally store Coconut | categorical | 1,115 | 56.68% | 2 unique |
| `a53_14` | Normally store Cotton | categorical | 1,115 | 56.68% | 2 unique |
| `a53_15` | Normally store Sesame | categorical | 1,115 | 56.68% | 2 unique |
| `a53_16` | Normally store Mango | categorical | 1,115 | 56.68% | 1 unique |
| `a53_17` | Normally store Cashew | categorical | 1,115 | 56.68% | 2 unique |
| `a53_18` | Normally store Sugar cane | categorical | 1,115 | 56.68% | 2 unique |
| `a53_19` | Normally store Tobacco | categorical | 1,115 | 56.68% | 2 unique |
| `a53_20` | Normally store Tea | categorical | 1,115 | 56.68% | 1 unique |
| `a53_21` | Normally store  Avocado | categorical | 1,115 | 56.68% | 1 unique |
| `a53_22` | Normally store Cocoa | categorical | 1,115 | 56.68% | 1 unique |
| `a53_23` | Normally store Sisal | categorical | 1,115 | 56.68% | 2 unique |
| `a53_24` | Normally store Cloves | categorical | 1,115 | 56.68% | 2 unique |
| `a53_25` | Normally store Coffee | categorical | 1,115 | 56.68% | 1 unique |
| `a53_26` | Normally store Sunflower | categorical | 1,115 | 56.68% | 1 unique |
| `a53_27` | Normally store Tomatoes | categorical | 1,115 | 56.68% | 2 unique |
| `a53_28` | Normally store Onions | categorical | 1,115 | 56.68% | 2 unique |
| `a53_29` | Which crops do you normally store? Other | categorical | 1,115 | 56.68% | 2 unique |
| `a53_32` | Normally store crop | categorical | 1,115 | 56.68% | 2 unique |
| `a55` | Where crops stored | categorical | 1,115 | 56.68% | 159 unique |
| `a550` | Where crops stored | numeric | 0 | 100.0% | - |
| `a551` | Where crops stored | numeric | 0 | 100.0% | - |
| `a552` | Where crops stored | numeric | 0 | 100.0% | - |
| `a56_1` | Reason to store - I am waiting for the price to... | categorical | 1,115 | 56.68% | 2 unique |
| `a56_2` | Reson to store - Storage is good way to minimiz... | categorical | 1,115 | 56.68% | 2 unique |
| `a56_3` | Reason to store crops - So my family can have e... | categorical | 1,115 | 56.68% | 2 unique |
| `a56_4` | Reason to store - I store so I can pay for scho... | categorical | 1,115 | 56.68% | 2 unique |
| `a56_5` | Reason to store - I store for another major exp... | categorical | 1,115 | 56.68% | 2 unique |
| `a56_6` | Reason to store crops - I store it so we can co... | categorical | 1,115 | 56.68% | 2 unique |
| `a56_7` | Reason to store crops-  Other reasons | categorical | 1,115 | 56.68% | 2 unique |
| `a56_8` | Reason to store crops - Don’t know | categorical | 1,115 | 56.68% | 2 unique |
| `a56_oth` | Reason to store crops - Other reasons(specified) | categorical | 49 | 98.1% | 47 unique |
| `a56_o0` | Reason to store crops - Other reasons(specified) | numeric | 0 | 100.0% | - |
| `a57_1` | Reason for not currently storing crops - There ... | categorical | 638 | 75.21% | 2 unique |
| `a57_2` | Reason for not currently storing crops - Storag... | categorical | 638 | 75.21% | 2 unique |
| `a57_3` | Reason for not currently storing crops - There ... | categorical | 638 | 75.21% | 2 unique |
| `a57_4` | Reason for not currently storing crops - It is ... | categorical | 638 | 75.21% | 2 unique |
| `a57_5` | Reason for not currently storing crops -  I nee... | categorical | 638 | 75.21% | 2 unique |
| `a57_6` | Reason for not currently storing crops - Other | categorical | 638 | 75.21% | 2 unique |
| `a57_7` | Reason for not currently storing any crops - Do... | categorical | 638 | 75.21% | 2 unique |
| `a57_oth` | Reason for not currently storing crops - Other ... | categorical | 30 | 98.83% | 27 unique |
| `a57_o0` | Reason for not currently storing crops - Other ... | numeric | 0 | 100.0% | - |
| `a58` | Have ever purchased livestock as an investment | categorical | 1,753 | 31.9% | 2 unique |
| `a59` | Currently have livestock that are investments | categorical | 240 | 90.68% | 2 unique |
| `a60` | Most significant risk to your agricultural acti... | categorical | 1,753 | 31.9% | 12 unique |
| `a60_oth` | Most significant risk to your agricultural acti... | categorical | 21 | 99.18% | 16 unique |
| `a60_o0` | Most significant risk to your agricultural acti... | numeric | 0 | 100.0% | - |
| `a61_1` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_2` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_3` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_4` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_5` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_6` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_7` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_8` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_9` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a61_10` | Agricultural activities been seriously affected... | categorical | 1,753 | 31.9% | 2 unique |
| `a62_1` | Way mainly coped with Weather-related event (dr... | categorical | 1,280 | 50.27% | 10 unique |
| `a62_2` | Way mainly coped with Pests / diseases | categorical | 903 | 64.92% | 10 unique |
| `a62_3` | Way mainly coped with  Accident (e.g. fire) or ... | categorical | 334 | 87.02% | 10 unique |
| `a62_4` | Way mainly coped with Unexpected price fluctuat... | categorical | 135 | 94.76% | 9 unique |
| `a62_5` | Way mainly coped with Unexpected price fluctuat... | categorical | 128 | 95.03% | 9 unique |
| `a62_6` | Way mainly coped with Contracts not honored | categorical | 18 | 99.3% | 7 unique |
| `a62_7` | Way mainly coped with Market downturn / crops o... | categorical | 53 | 97.94% | 9 unique |
| `a62_8` | Way mainly coped with Breakdown of equipment | categorical | 46 | 98.21% | 9 unique |
| `a62_9` | Way mainly coped with Health-related event | categorical | 82 | 96.81% | 8 unique |
| `h16_1` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_2` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_3` | Financial or income-related advice -  regularly... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_4` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_5` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_6` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_7` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_8` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_9` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_10` | Financial or income-related advice - regularly ... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_11` | Financial or income-related advice - Don’t kn... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_12` | Financial or income-related advice - Don’t ha... | categorical | 2,209 | 14.18% | 2 unique |
| `h16_13` | Financial or income-related advice - Don’t as... | categorical | 2,209 | 14.18% | 2 unique |
| `h17_1` | Importance for household to save money for a fu... | categorical | 2,209 | 14.18% | 4 unique |
| `h17_2` | Importance for household to save money for an u... | categorical | 2,209 | 14.18% | 4 unique |
| `h17_3` | Importance for your household to save money for... | categorical | 2,209 | 14.18% | 4 unique |
| `h17_4` | Importance for household to save money for scho... | categorical | 2,209 | 14.18% | 4 unique |
| `h18` | What the household needs to save for the most | categorical | 2,209 | 14.18% | 5 unique |
| `h19_1` | Importance for household to save money at a fin... | categorical | 2,209 | 14.18% | 4 unique |
| `h19_2` | Importance for household to save money with an ... | categorical | 2,209 | 14.18% | 4 unique |
| `h19_3` | Importance for household to save money at home | categorical | 2,209 | 14.18% | 4 unique |
| `h19_4` | Importance for household to save money on a mob... | categorical | 2,209 | 14.18% | 4 unique |
| `h21_1` | Importance for household to invest in money in ... | categorical | 2,209 | 14.18% | 4 unique |
| `h21_2` | Importance for household to invest money in a h... | categorical | 2,209 | 14.18% | 4 unique |
| `h21_3` | Importance for household to invest money in a f... | categorical | 2,209 | 14.18% | 4 unique |
| `h22` | What the household needs to do the most | categorical | 2,209 | 14.18% | 4 unique |
| `h23_1` | In the past 12 months, saved money with Bank | categorical | 2,209 | 14.18% | 3 unique |
| `h23_2` | In the past 12 months, saved money with Microfi... | categorical | 2,209 | 14.18% | 3 unique |
| `h23_3` | In the past 12 months, saved money with Credit ... | categorical | 2,209 | 14.18% | 3 unique |
| `h23_4` | In the past 12 months, saved money with Xitique... | categorical | 2,209 | 14.18% | 3 unique |
| `h23_5` | In the past 12 months, saved money with Friends... | categorical | 2,209 | 14.18% | 3 unique |
| `h23_6` | In the past 12 months, saved money with Other g... | categorical | 2,209 | 14.18% | 3 unique |
| `h23_oth` | In the past 12 months, saved money with Other g... | categorical | 15 | 99.42% | 14 unique |
| `h23_o0` | In the past 12 months, saved money with Other g... | numeric | 0 | 100.0% | - |
| `h23_o1` | In the past 12 months, saved money with Other g... | numeric | 0 | 100.0% | - |
| `h23_o2` | In the past 12 months, saved money with Other g... | numeric | 0 | 100.0% | - |
| `h24` | Would make most likely to save money with a bank | categorical | 2,209 | 14.18% | 10 unique |
| `h24_oth` | Would make most likely to save money with a ban... | categorical | 49 | 98.1% | 41 unique |
| `h24_o0` | Would make most likely to save money with a ban... | numeric | 0 | 100.0% | - |
| `h25_1` | Could get extra money for emergency through rel... | categorical | 2,209 | 14.18% | 3 unique |
| `h25_2` | In the past 4 weeks, anyone in household skippe... | categorical | 2,209 | 14.18% | 3 unique |
| `h25_3` | In the past 4 weeks, house has been unlit at ni... | categorical | 2,209 | 14.18% | 3 unique |
| `h25_4` | In the past 12 months, the household head misse... | categorical | 2,209 | 14.18% | 3 unique |
| `h25_5` | Family receives income (upkeep money or regular... | categorical | 2,209 | 14.18% | 3 unique |
| `h26_1` | When my money is in an account, it is constantl... | categorical | 2,209 | 14.18% | 3 unique |
| `h26_2` | I like to store money somewhere for a specific ... | categorical | 2,209 | 14.18% | 3 unique |
| `h26_3` | I ike to save my money in case of an emergency | categorical | 2,209 | 14.18% | 3 unique |
| `h26_4` | I like to store my money somewhere I trust | categorical | 2,209 | 14.18% | 3 unique |
| `h26_5` | I like to save my money in an account because i... | categorical | 2,209 | 14.18% | 3 unique |
| `h26_6` | Storing my money somewhere is easier than savin... | categorical | 2,209 | 14.18% | 3 unique |
| `h26_7` | Need to be able to access my money immediately | categorical | 2,209 | 14.18% | 3 unique |
| `h27` | Possibility to come up with 1,000 meticals with... | categorical | 2,209 | 14.18% | 4 unique |
| `h28` | Main source of money for 1,000 meticals within ... | categorical | 1,107 | 56.99% | 10 unique |
| `h28_oth` | Main source of money for 1,000 meticals within ... | categorical | 39 | 98.48% | 30 unique |
| `h28_o0` | Main source of money for 1,000 meticals within ... | numeric | 0 | 100.0% | - |
| `h30_1` | I spend less money than I make each month | categorical | 2,209 | 14.18% | 5 unique |
| `h30_2` | Have an emergency fund to cover for unplanned e... | categorical | 2,209 | 14.18% | 5 unique |
| `h30_3` | Pay my bills on time | categorical | 2,209 | 14.18% | 5 unique |
| `h30_4` | Savings are larger than debts | categorical | 2,209 | 14.18% | 5 unique |
| `h31_1` | Have an insurance plan | categorical | 2,209 | 14.18% | 2 unique |
| `h31_2` | Have a living will; I know what will happen to ... | categorical | 2,209 | 14.18% | 2 unique |
| `h31_3` | Have a retirement plan (employer provided or pe... | categorical | 2,209 | 14.18% | 2 unique |
| `h31_4` | Have a savings plan | categorical | 2,209 | 14.18% | 2 unique |
| `h31_5` | Have an investment | categorical | 2,209 | 14.18% | 2 unique |
| `h31_6` | Have any of the above | categorical | 2,209 | 14.18% | 2 unique |
| `h32_1` | Have Medical insurance | categorical | 104 | 95.96% | 2 unique |
| `h32_2` | Have Life insurance | categorical | 104 | 95.96% | 2 unique |
| `h32_3` | Have Car insurance | categorical | 104 | 95.96% | 2 unique |
| `h32_4` | Have insurance for Agriculture | categorical | 104 | 95.96% | 2 unique |
| `h32_5` | Have insurance for House/property | categorical | 104 | 95.96% | 2 unique |
| `h32_6` | Have insurance for Unemployment/income protection | categorical | 104 | 95.96% | 2 unique |
| `h32_7` | Have Other type of insurance | categorical | 104 | 95.96% | 2 unique |
| `h32_8` | Know type of insurance held | categorical | 104 | 95.96% | 2 unique |
| `h32_9` | Have none of the type of insurance | categorical | 104 | 95.96% | 2 unique |
| `h32_oth` | Have Other type of insurance (Other specified) | categorical | 1 | 99.96% | 1 unique |
| `h32_o0` | Have Other type of insurance (Other specified) | numeric | 0 | 100.0% | - |
| `h33_1` | Insurance household needs the most - Medical | categorical | 2,209 | 14.18% | 2 unique |
| `h33_2` | Insurance household needs the most - Life | categorical | 2,209 | 14.18% | 2 unique |
| `h33_3` | insurance household needs the most -  Car | categorical | 2,209 | 14.18% | 2 unique |
| `h33_4` | Insurance household needs the most -  Agriculture | categorical | 2,209 | 14.18% | 2 unique |
| `h33_5` | Insurance household needs the most - House/prop... | categorical | 2,209 | 14.18% | 2 unique |
| `h33_6` | Insurance household needs the most - Unemployme... | categorical | 2,209 | 14.18% | 2 unique |
| `h33_7` | Insurance household needs the most -  Other | categorical | 2,209 | 14.18% | 2 unique |
| `h33_8` | Know the types of insurance household needs the... | categorical | 2,209 | 14.18% | 2 unique |
| `h33_oth` | Insurance household needs the most - Other (spe... | categorical | 65 | 97.47% | 34 unique |
| `h33_o0` | Insurance household needs the most - Other (spe... | numeric | 0 | 100.0% | - |
| `h34_1` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h34_2` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h34_3` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h34_4` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h34_5` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h34_6` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h34_7` | Family has a plan to manage unexpected expenses... | categorical | 2,209 | 14.18% | 3 unique |
| `h35_1` | In the past 12 months, experienced Medical emer... | categorical | 2,209 | 14.18% | 2 unique |
| `h35_2` | In the past 12 months, experienced Death of a f... | categorical | 2,209 | 14.18% | 2 unique |
| `h35_3` | In the past 12 months, experienced Income lost ... | categorical | 2,209 | 14.18% | 2 unique |
| `h35_4` | In the past 12 months, experienced Loss of job | categorical | 2,209 | 14.18% | 2 unique |
| `h35_5` | In the past 12 months, experienced Loss of wage... | categorical | 2,209 | 14.18% | 2 unique |
| `h35_6` | In the past 12 months, experienced Wedding or m... | categorical | 2,209 | 14.18% | 2 unique |
| `h35_7` | In the past 12 months, experienced Housing repa... | categorical | 2,209 | 14.18% | 2 unique |
| `h35_8` | In the past 12 months, experienced Relocation | categorical | 2,209 | 14.18% | 2 unique |
| `h35_9` | In the past 12 months, experienced any events | categorical | 2,209 | 14.18% | 2 unique |
| `h35_10` | In the past 12 months, experienced any events -... | categorical | 2,209 | 14.18% | 2 unique |
| `h37_1` | My life is determined by my own actions | categorical | 2,209 | 14.18% | 3 unique |
| `h37_2` | I can mostly determine what will happen in my life | categorical | 2,209 | 14.18% | 3 unique |
| `h37_3` | I only focus on the short-term | categorical | 2,209 | 14.18% | 3 unique |
| `h37_4` | I live more for the present day than for tomorrow | categorical | 2,209 | 14.18% | 3 unique |
| `h37_5` | The future will take care of itself | categorical | 2,209 | 14.18% | 3 unique |
| `h37_6` | When I get what I want, it is usually because I... | categorical | 2,209 | 14.18% | 3 unique |
| `h37_7` | My experience in my life has been that what is ... | categorical | 2,209 | 14.18% | 3 unique |
| `h37_8` | I feel like what happens in my life is mostly d... | categorical | 2,209 | 14.18% | 3 unique |
| `h38_1` | I always work hard to be among the best at what... | categorical | 2,209 | 14.18% | 3 unique |
| `h38_2` | I do things after giving them much thought. | categorical | 2,209 | 14.18% | 3 unique |
| `h38_3` | It is not always wise for me to plan too far ah... | categorical | 2,209 | 14.18% | 3 unique |
| `h38_4` | I am impulsive. | categorical | 2,209 | 14.18% | 3 unique |
| `h38_5` | I say things before I think them through. | categorical | 2,209 | 14.18% | 3 unique |
| `h38_6` | I always look for opportunities for improving m... | categorical | 2,209 | 14.18% | 3 unique |
| `h38_7` | I have many aspirations. | categorical | 2,209 | 14.18% | 3 unique |
| `h39_1` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-10] |
| `h39_2` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-20] |
| `h39_3` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-50] |
| `h39_4` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-100] |
| `h39_5` | In the past 30 days (1 month),  number of times... | numeric | 2,209 | 14.18% | [0-13] |
| `h39_6` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-8] |
| `h39_7` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-12] |
| `h39_8` | In the past 30 days (1 month), number of times ... | numeric | 2,209 | 14.18% | [0-4]; vals: [0.0, 1.0, 2.0, 4.0] |
| `h39_oth` | In the past 30 days (1 month), Other activities... | categorical | 9 | 99.65% | 8 unique |
| `h39_o0` | In the past 30 days (1 month), Other activities... | numeric | 0 | 100.0% | - |
| `h39_o1` | In the past 30 days (1 month), Other activities... | numeric | 0 | 100.0% | - |
| `h39_o2` | In the past 30 days (1 month), Other activities... | numeric | 0 | 100.0% | - |
| `h40_1` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-50] |
| `h40_2` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-80] |
| `h40_3` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-100] |
| `h40_4` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-100] |
| `h40_5` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-30] |
| `h40_6` | In the past 90 days (3 months) number of tiems ... | numeric | 2,209 | 14.18% | [0-10] |
| `h40_7` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-100] |
| `h40_8` | In the past 90 days (3 months) number of times ... | numeric | 2,209 | 14.18% | [0-6] |
| `h40_oth` | In the past 90 days (3 months) number of times ... | categorical | 18 | 99.3% | 16 unique |
| `h40_o0` | In the past 90 days (3 months) number of times ... | numeric | 0 | 100.0% | - |
| `h40_o1` | In the past 90 days (3 months) number of times ... | numeric | 0 | 100.0% | - |
| `h40_o2` | In the past 90 days (3 months) number of times ... | numeric | 0 | 100.0% | - |
| `h41_1` | Most frequently used delivery method: Deposit m... | categorical | 278 | 89.2% | 9 unique |
| `h41_1_oth` | Most frequently used delivery method: Deposit m... | categorical | 2 | 99.92% | 2 unique |
| `h41_10` | Most frequently used delivery method: Deposit m... | numeric | 0 | 100.0% | - |
| `h41_2` | Most frequently used delivery method: Withdraw ... | categorical | 320 | 87.57% | 10 unique |
| `h41_2_oth` | Most frequently used delivery method: Withdraw ... | categorical | 8 | 99.69% | 7 unique |
| `h41_20` | Most frequently used delivery method: Withdraw ... | numeric | 0 | 100.0% | - |
| `h41_3` | Most frequently used delivery method: Buy airti... | categorical | 666 | 74.13% | 10 unique |
| `h41_3_oth` | Most frequently used delivery method: Buy airti... | categorical | 41 | 98.41% | 14 unique |
| `h41_30` | Most frequently used delivery method: Buy airti... | numeric | 0 | 100.0% | - |
| `h41_4` | Most frequently used delivery method: Pay a sch... | categorical | 546 | 78.79% | 7 unique |
| `h41_4_oth` | Most frequently used delivry method: Pay a scho... | categorical | 24 | 99.07% | 7 unique |
| `h41_40` | Most frequently used delivry method: Pay a scho... | numeric | 0 | 100.0% | - |
| `h41_5` | Most frequently used delivery method: Pay utili... | categorical | 341 | 86.75% | 10 unique |
| `h41_5_oth` | Most frequently used delivery method: Pay utili... | categorical | 6 | 99.77% | 5 unique |
| `h41_50` | Most frequently used delivery method: Pay utili... | numeric | 0 | 100.0% | - |
| `h41_6` | Most frequently used delivery method: Send mone... | categorical | 259 | 89.94% | 11 unique |
| `h41_6_oth` | Most frequently used delivery method: Send mone... | categorical | 3 | 99.88% | 3 unique |
| `h41_60` | Most frequently used delivery method: Send mone... | numeric | 0 | 100.0% | - |
| `h41_7` | Most frequently used delivery method: Receive m... | categorical | 436 | 83.06% | 11 unique |
| `h41_7_oth` | Most frequently used delivery method: Receive m... | categorical | 5 | 99.81% | 4 unique |
| `h41_70` | Most frequently used delivery method: Receive m... | numeric | 0 | 100.0% | - |
| `h41_8` | Most frequently used deleivery method: Other ac... | categorical | 18 | 99.3% | 6 unique |
| `h41_8_oth` | Most frequently used delivery method: Other act... | categorical | 1 | 99.96% | 1 unique |
| `h41_80` | Most frequently used delivery method: Other act... | numeric | 0 | 100.0% | - |
| `m1` | Ever used a mobile phone | categorical | 2,209 | 14.18% | 2 unique |
| `m2` | Interest in using a mobile phone | categorical | 963 | 62.59% | 4 unique |
| `m3_1` | Type of phone used: Basic phone (no internet ca... | categorical | 1,246 | 51.59% | 2 unique |
| `m3_2` | Type of phone used: Feature phone (basic phone ... | categorical | 1,246 | 51.59% | 2 unique |
| `m3_3` | Type of phone used: Smartphone (touch screen) | categorical | 1,246 | 51.59% | 2 unique |
| `m3_4` | Know type of phone used | categorical | 1,246 | 51.59% | 2 unique |
| `m4` | Currently own a personal mobile phone | categorical | 1,246 | 51.59% | 2 unique |
| `m5` | Number of mobile phones own | numeric | 774 | 69.93% | [1-25] |
| `m6_1` | Type of phone(s) own -  First phone | categorical | 775 | 69.89% | 4 unique |
| `m6_2` | Type of phone(s) own - Second phone | categorical | 100 | 96.11% | 3 unique |
| `m6_3` | type of phone(s) own - Third phone | categorical | 17 | 99.34% | 3 unique |
| `m7` | Borrow or pay to use a mobile phone elsewhere | categorical | 471 | 81.7% | 2 unique |
| `m8` | Main reason for not having a mobile phone | categorical | 471 | 81.7% | 11 unique |
| `m8_oth` | Main reason for not having a mobile phone - Oth... | categorical | 54 | 97.9% | 41 unique |
| `m8_ot0` | Main reason for not having a mobile phone - Oth... | numeric | 0 | 100.0% | - |
| `m9` | Likelihood  to purchase a mobile phone in the n... | categorical | 471 | 81.7% | 4 unique |
| `m10` | Have an active/working SIM card | categorical | 1,246 | 51.59% | 2 unique |
| `m11_1` | Number of active / working SIM cards with MCel | numeric | 831 | 67.72% | [0-50]; vals: [0.0, 1.0, 2.0, 8.0, 50.0] |
| `m11_2` | Number of active / working SIM cards with Vodacom | numeric | 831 | 67.72% | [0-50] |
| `m11_3` | Number of active / working SIM cards with Movitel | numeric | 831 | 67.72% | [0-86] |
| `m11_4` | Number of active / working SIM cards with Other... | numeric | 831 | 67.72% | [0-1]; vals: [0.0, 1.0] |
| `m11_oth` | Number of active/working SIM cards with other p... | categorical | 8 | 99.69% | 5 unique |
| `m11_o0` | Number of active/working SIM cards with other p... | numeric | 0 | 100.0% | - |
| `m11_o1` | Number of active/working SIM cards with other p... | numeric | 0 | 100.0% | - |
| `m11_o2` | Number of active/working SIM cards with other p... | numeric | 0 | 100.0% | - |
| `m12` | Use a SIM card that belongs to somebody else | categorical | 415 | 83.88% | 2 unique |
| `m13` | Likelihood to purchase own SIM card in the twel... | categorical | 415 | 83.88% | 4 unique |
| `m14_1` | Benefits to having own mobile phone or SIM card... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_2` | Benefits to having own mobile phone or SIM card... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_3` | Benefits to having own mobile phone or SIM card... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_4` | Benefits to having own mobile phone or SIM card... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_5` | Benefits to having own mobile phone or SIM card... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_6` | Benefits to having own mobile phone or SIM card... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_7` | What are the benefits to having your own mobile... | categorical | 1,246 | 51.59% | 2 unique |
| `m14_oth` | Benefits to having own mobile phone or SIM card... | categorical | 14 | 99.46% | 14 unique |
| `m14_o0` | Benefits to having own mobile phone or SIM card... | numeric | 0 | 100.0% | - |
| `m15` | Having a mobile phone is important | categorical | 1,246 | 51.59% | 3 unique |
| `m16_1` | M16_1.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_2` | M16_2.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_3` | M16_3.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_4` | M16_4.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_5` | M16_5.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_6` | M16_6.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_7` | M16_7.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m16_8` | M16_8.Last time performed on the mobile phone: ... | categorical | 1,246 | 51.59% | 7 unique |
| `m19_1` | Importance for household’s agricultural activ... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_2` | Importance for household’s agricultural activ... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_3` | Importance for household’s agricultural activ... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_4` | Importance for household's agricultural activit... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_5` | Importance for household’s agricultural activ... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_6` | Importance for household’s agricultural activ... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_7` | Importance for household’s agricultural activ... | categorical | 2,209 | 14.18% | 4 unique |
| `m19_oth` | Importanc for household’s agricultural activi... | categorical | 44 | 98.29% | 22 unique |
| `m19_o0` | Importanc for household’s agricultural activi... | numeric | 0 | 100.0% | - |
| `m19_o1` | Importanc for household’s agricultural activi... | numeric | 0 | 100.0% | - |
| `m19_o2` | Importanc for household’s agricultural activi... | numeric | 0 | 100.0% | - |
| `m20_1` | Currently have for agricultural activities: Abi... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_2` | Currently have for agricultural activities: Abi... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_3` | Currently have for agricultural activities: Abi... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_4` | Currently have for agricultural activities: Abi... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_5` | Currently have for agricultural activities: Abi... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_6` | Currently have for agricultural activities: Abi... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_7` | Currently have for agricultural activities: Oth... | categorical | 2,209 | 14.18% | 2 unique |
| `m20_oth` | Currently have for agricultural activities: oth... | categorical | 9 | 99.65% | 9 unique |
| `m20_o0` | Currently have for agricultural activities: oth... | numeric | 0 | 100.0% | - |
| `m20_o1` | Currently have for agricultural activities: oth... | numeric | 0 | 100.0% | - |
| `m20_o2` | Currently have for agricultural activities: oth... | numeric | 0 | 100.0% | - |
| `m21_1` | M21_1.Want to have for agricultural activities:... | categorical | 1,955 | 24.05% | 1 unique |
| `m21_2` | M21_2.Want to have for agricultural activities:... | categorical | 2,018 | 21.6% | 1 unique |
| `m21_3` | M21_3.Want to have for agricultural activities:... | categorical | 2,014 | 21.76% | 1 unique |
| `m21_4` | M21_4.Want to have for agricultural activities:... | categorical | 2,043 | 20.63% | 1 unique |
| `m21_5` | M21_5.Want to have for agricultural activities:... | categorical | 1,977 | 23.19% | 1 unique |
| `m21_6` | M21_6.Want to have for agricultural activities:... | categorical | 1,845 | 28.32% | 1 unique |
| `m21_7` | M21_7.Want to have for agricultural activities:... | categorical | 2,200 | 14.53% | 2 unique |
| `m21_oth` | Want to have for agricultural activities: Other... | categorical | 42 | 98.37% | 31 unique |
| `m21_o0` | Want to have for agricultural activities: Other... | numeric | 0 | 100.0% | - |
| `m21_o1` | Want to have for agricultural activities: Other... | numeric | 0 | 100.0% | - |
| `m21_o2` | Want to have for agricultural activities: Other... | numeric | 0 | 100.0% | - |
| `f1_1` | Importance to have for agricultural activities:... | categorical | 2,209 | 14.18% | 4 unique |
| `f1_2` | Importance to have for agricultural activities:... | categorical | 2,209 | 14.18% | 4 unique |
| `f1_3` | Importance to have for agricultural activities:... | categorical | 2,209 | 14.18% | 4 unique |
| `f1_4` | Importance to have for agricultural activities:... | categorical | 2,209 | 14.18% | 4 unique |
| `f1_5` | Importance to have for agricultural activities:... | categorical | 2,209 | 14.18% | 4 unique |
| `f1_6` | Importance to have for agricultural activities:... | categorical | 2,209 | 14.18% | 4 unique |
| `f2` | Have ever been inside a bank | categorical | 2,209 | 14.18% | 2 unique |
| `f3_1` | Benefits to having a bank account:   Avoid leng... | categorical | 2,209 | 14.18% | 2 unique |
| `f3_2` | Benefits to having a bank account:   Ability to... | categorical | 2,209 | 14.18% | 2 unique |
| `f3_3` | Benefits to having a bank account:  Saving mone... | categorical | 2,209 | 14.18% | 2 unique |
| `f3_4` | Benefits to having a bank account:  Ability to ... | categorical | 2,209 | 14.18% | 2 unique |
| `f3_5` | Benefits to having a bank account:  Ability to ... | categorical | 2,209 | 14.18% | 2 unique |
| `f3_6` | Benefits to having a bank account:  Ability to ... | categorical | 2,209 | 14.18% | 2 unique |
| `f3_7` | Benefits to having a bank account:  Other benefit | categorical | 2,209 | 14.18% | 2 unique |
| `f3_8` | Know benefits to having a bank account | categorical | 2,209 | 14.18% | 2 unique |
| `f3_oth` | F3.Benefits to having a bank account - Other be... | categorical | 55 | 97.86% | 42 unique |
| `f3_ot0` | F3.Benefits to having a bank account - Other be... | numeric | 0 | 100.0% | - |
| `f4` | Personally have a bank account registered in yo... | categorical | 2,209 | 14.18% | 2 unique |
| `f80_1` | Have  a bank account at  AC MicroBanco | categorical | 268 | 89.59% | 2 unique |
| `f80_2` | Have a bank account at  African Banking Corpora... | categorical | 268 | 89.59% | 2 unique |
| `f80_3` | Have a bank account at Banco Comercial e de Inv... | categorical | 268 | 89.59% | 2 unique |
| `f80_4` | Have a bank account at Banco Internacional de M... | categorical | 268 | 89.59% | 2 unique |
| `f80_5` | Have a bank account at Banco Mais | categorical | 268 | 89.59% | 2 unique |
| `f80_6` | Have a bank account at Banco Mercantil e de Inv... | categorical | 268 | 89.59% | 2 unique |
| `f80_7` | Have a bank account at  Banco Nacional de Inves... | categorical | 268 | 89.59% | 2 unique |
| `f80_8` | Have a bank account at Banco Oportunidade de Mo... | categorical | 268 | 89.59% | 2 unique |
| `f80_9` | Have a bank account at Banco Tchuma, SARL. | categorical | 268 | 89.59% | 1 unique |
| `f80_10` | Have a bank account at Banco Terra, SA. | categorical | 268 | 89.59% | 1 unique |
| `f80_11` | Have a bank account at Banco Único, SA. | categorical | 268 | 89.59% | 2 unique |
| `f80_12` | Have a bank account at Barclays Bank Moçambiqu... | categorical | 268 | 89.59% | 2 unique |
| `f80_13` | Have a bank account at Caixa de Poupança Posta... | categorical | 268 | 89.59% | 1 unique |
| `f80_14` | Have a bank account at Caixa Financeira de Caia... | categorical | 268 | 89.59% | 2 unique |
| `f80_15` | have a bank account at Caixa Financeira de Cata... | categorical | 268 | 89.59% | 1 unique |
| `f80_16` | Have a bank account at Capital Bank | categorical | 268 | 89.59% | 1 unique |
| `f80_17` | Have a bank account at Ecobank | categorical | 268 | 89.59% | 2 unique |
| `f80_18` | Have a bank account at FNB Moçambique, SA. | categorical | 268 | 89.59% | 2 unique |
| `f80_19` | have a bank account at Letshego Financial Servi... | categorical | 268 | 89.59% | 1 unique |
| `f80_20` | Have a bank account at Microbanco NGR, SA | categorical | 268 | 89.59% | 1 unique |
| `f80_21` | Have a bank account at Moza Banco, SA. | categorical | 268 | 89.59% | 2 unique |
| `f80_22` | Have a bank account at Socremo Banco de Microfi... | categorical | 268 | 89.59% | 2 unique |
| `f80_23` | Have a bank account at Standard Bank, SA. | categorical | 268 | 89.59% | 2 unique |
| `f80_24` | Have a bank account at The First Microbank, SA. | categorical | 268 | 89.59% | 1 unique |
| `f80_25` | Have a bank account at The Mauritius Commercial... | categorical | 268 | 89.59% | 1 unique |
| `f80_26` | Have a bank account at United Bank for Africa M... | categorical | 268 | 89.59% | 1 unique |
| `f80_27` | have a bank account at Yingwe Microbanco, SA. | categorical | 268 | 89.59% | 1 unique |
| `f80_28` | have a bank account at Other bank | categorical | 268 | 89.59% | 2 unique |
| `f80_29` | At which bank(s) do you have a bank account?  D... | categorical | 268 | 89.59% | 2 unique |
| `f80_oth` | Have a bank account at Other bank(specified) | categorical | 5 | 99.81% | 3 unique |
| `f80_o0` | Have a bank account at Other bank(specified) | numeric | 0 | 100.0% | - |
| `f5` | Main reason do not have a bank account | categorical | 1,941 | 24.59% | 8 unique |
| `f6` | Use a bank account that belongs to somebody els... | categorical | 1,941 | 24.59% | 2 unique |
| `f7` | Person's Bank account most likely used if need to | categorical | 132 | 94.87% | 6 unique |
| `f7_oth` | Other person's bank account most likely used if... | categorical | 29 | 98.87% | 15 unique |
| `f7_ot0` | Other person's bank account most likely used if... | numeric | 0 | 100.0% | - |
| `f8_1` | Has access to your bank account or the bank acc... | categorical | 400 | 84.46% | 2 unique |
| `f8_2` | Has access to your bank account or the bank acc... | categorical | 400 | 84.46% | 2 unique |
| `f8_3` | Has access to your bank account or the bank acc... | categorical | 400 | 84.46% | 2 unique |
| `f8_4` | Has access to your bank account or the bank acc... | categorical | 400 | 84.46% | 2 unique |
| `f8_5` | Has access to your bank account or the bank acc... | categorical | 400 | 84.46% | 2 unique |
| `f8_6` | Know who else has access to your bank account o... | categorical | 400 | 84.46% | 2 unique |
| `f8_oth` | Has access to your bank account or the bank acc... | categorical | 48 | 98.14% | 26 unique |
| `f8_ot0` | Has access to your bank account or the bank acc... | numeric | 0 | 100.0% | - |
| `f9` | Service offered by the bank you use | categorical | 400 | 84.46% | 4 unique |
| `f11` | Last time for a deposit or withdrawal using a b... | categorical | 213 | 91.72% | 7 unique |
| `f12_1` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_2` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_3` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_4` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_5` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_6` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_7` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 2 unique |
| `f12_8` | When using a bank account for any financial act... | categorical | 194 | 92.46% | 1 unique |
| `f12_9` | When you use a bank account for any financial a... | categorical | 194 | 92.46% | 2 unique |
| `f13` | Preferred way to use a bank for financial activ... | categorical | 193 | 92.5% | 6 unique |
| `f14_1` | Have ever done using a bank account:  Deposit m... | categorical | 194 | 92.46% | 2 unique |
| `f14_2` | Have ever done using a bank account: Withdraw m... | categorical | 194 | 92.46% | 2 unique |
| `f14_3` | Have ever done using a bank account: Buy airtim... | categorical | 194 | 92.46% | 2 unique |
| `f14_4` | Have ever done using a bank account: Pay a scho... | categorical | 194 | 92.46% | 2 unique |
| `f14_5` | Have ever done using a bank account: Pay utilit... | categorical | 194 | 92.46% | 2 unique |
| `f14_6` | Have ever done using a bank account: Send money... | categorical | 194 | 92.46% | 2 unique |
| `f14_7` | Have ever done using a bank account: Receive mo... | categorical | 194 | 92.46% | 2 unique |
| `f14_8` | Have ever done using a bank account: Other acti... | categorical | 194 | 92.46% | 2 unique |
| `f14_oth` | Have ever using a bank account: Other activity ... | categorical | 2 | 99.92% | 2 unique |
| `f14_o0` | Have ever using a bank account: Other activity ... | numeric | 0 | 100.0% | - |
| `f14_o1` | Have ever using a bank account: Other activity ... | numeric | 0 | 100.0% | - |
| `f14_o2` | Have ever using a bank account: Other activity ... | numeric | 0 | 100.0% | - |
| `f15_1` | Use a bank account for : Pay employees | categorical | 194 | 92.46% | 2 unique |
| `f15_2` | use a bank account for: Pay suppliers | categorical | 194 | 92.46% | 2 unique |
| `f15_3` | Use a bank account for: Receive payments from c... | categorical | 194 | 92.46% | 2 unique |
| `f15_4` | Use a bank account for: Receive payments from s... | categorical | 194 | 92.46% | 2 unique |
| `f15_5` | Use a bank account for: Make investment, e.g. b... | categorical | 194 | 92.46% | 2 unique |
| `f15_6` | Use a bank account for: Pay business associated... | categorical | 194 | 92.46% | 2 unique |
| `f15_7` | Use a bank account for: Pay for agricultural in... | categorical | 194 | 92.46% | 2 unique |
| `f15_8` | Use a bank account for Other payments or purchases | categorical | 194 | 92.46% | 2 unique |
| `f15_9` | Use my bank account to make business transactions | categorical | 194 | 92.46% | 2 unique |
| `f15_oth` | Use a bank account for Other payments or purcha... | categorical | 12 | 99.53% | 9 unique |
| `f15_o0` | Use a bank account for Other payments or purcha... | numeric | 0 | 100.0% | - |
| `f16_1` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_2` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_3` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_4` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_5` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_6` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_7` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_8` | Reason do not use a bank account for any paymen... | categorical | 73 | 97.16% | 2 unique |
| `f16_9` | Know reason do not use a bank account for any p... | categorical | 73 | 97.16% | 2 unique |
| `f16_oth` | Reason do not use a bank account for any paymen... | categorical | 2 | 99.92% | 2 unique |
| `f16_o0` | Reason do not use a bank account for any paymen... | numeric | 0 | 100.0% | - |
| `f17_1` |  Have ever used:  Microfinance institution | categorical | 2,209 | 14.18% | 2 unique |
| `f17_2` |  Have ever used: Cooperative | categorical | 2,209 | 14.18% | 2 unique |
| `f17_3` |  Have ever used: Credit union | categorical | 2,209 | 14.18% | 2 unique |
| `f19_1` | Have an account/membership in your name with: M... | categorical | 2,209 | 14.18% | 2 unique |
| `f19_2` | Have an account/membership in your name with: C... | categorical | 2,209 | 14.18% | 2 unique |
| `f19_3` | Have an account/membership in your name with: C... | categorical | 2,209 | 14.18% | 2 unique |
| `f20_1` | Last time used the account/membership in Microf... | categorical | 89 | 96.54% | 6 unique |
| `f20_2` | Last time used the account/membership in Cooper... | categorical | 39 | 98.48% | 5 unique |
| `f20_3` | Last time used the account/membership in Credit... | categorical | 12 | 99.53% | 5 unique |
| `f21_1` | Services your Microfinance institution offers | categorical | 124 | 95.18% | 4 unique |
| `f21_2` | Services your Cooperative offers | categorical | 63 | 97.55% | 4 unique |
| `f21_3` | Services your Credit union offer | categorical | 25 | 99.03% | 4 unique |
| `f81` | Microfinance institutions, cooperatives, or cre... | categorical | 2,209 | 14.18% | 202 unique |
| `f810` | Microfinance institutions, cooperatives, or cre... | numeric | 0 | 100.0% | - |
| `f811` | Microfinance institutions, cooperatives, or cre... | numeric | 0 | 100.0% | - |
| `f812` | Microfinance institutions, cooperatives, or cre... | numeric | 0 | 100.0% | - |
| `f22a_1` | Activity ever done using a <Microfinance instit... | categorical | 89 | 96.54% | 7 unique |
| `f22a_1_oth` | Other activity ever done using a <Microfinance ... | categorical | 5 | 99.81% | 5 unique |
| `f22a_5` | Other activity ever done using a <Microfinance ... | numeric | 0 | 100.0% | - |
| `f22a_2` | Activity ever done using a <Cooperative> account | categorical | 39 | 98.48% | 7 unique |
| `f22a_2_oth` | Other activity ever done using a <Cooperative> ... | categorical | 3 | 99.88% | 3 unique |
| `f22a_4` | Other activity ever done using a <Cooperative> ... | numeric | 0 | 100.0% | - |
| `f22a_3` | Activity ever done using a <Credit union> account | categorical | 12 | 99.53% | 6 unique |
| `f22a_3_oth` | Other activity ever done using a <Credit union>... | categorical | 3 | 99.88% | 3 unique |
| `f22a_0` | Other activity ever done using a <Credit union>... | numeric | 0 | 100.0% | - |
| `f23_1_1` | Use a <Microfinance institution> account for: P... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_2` | Use a <Microfinance institution> account for: P... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_3` | Use a <Microfinance institution> account for: R... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_4` | Use a <Microfinance institution> account for: R... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_5` | Use a <Microfinance institution> account for: M... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_6` | Use a <Microfinance institution> account for: P... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_7` | Use a <Microfinance institution> account for: P... | categorical | 89 | 96.54% | 2 unique |
| `f23_1_8` | Use a <Microfinance institution> account for: O... | categorical | 89 | 96.54% | 1 unique |
| `f23_1_9` | Use a <Microfinance institution> account to mak... | categorical | 89 | 96.54% | 2 unique |
| `f23_2_1` | Use a <Cooperative> account for: Pay employees | categorical | 39 | 98.48% | 2 unique |
| `f23_2_2` | Use a <Cooperative> account for: Pay suppliers | categorical | 39 | 98.48% | 2 unique |
| `f23_2_3` | Use a <Cooperative> account for: Receive paymen... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_4` | Use a <Cooperative> account for: Receive paymen... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_5` | Use a <Cooperative> account for: Make investmen... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_6` | Use a <Cooperative> account for: Pay business a... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_7` | Use a <Cooperative> account for: Pay for agricu... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_8` | Use a <Cooperative> account for Other payments ... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_9` | Use a <Cooperative> account to make these trans... | categorical | 39 | 98.48% | 2 unique |
| `f23_2_oth` | Use a <Cooperative> account for Other payments ... | categorical | 1 | 99.96% | 1 unique |
| `f23_20` | Use a <Cooperative> account for Other payments ... | numeric | 0 | 100.0% | - |
| `f23_21` | Use a <Cooperative> account for Other payments ... | numeric | 0 | 100.0% | - |
| `f23_22` | Use a <Cooperative> account for Other payments ... | numeric | 0 | 100.0% | - |
| `f23_3_1` | Use a <Credit union> account for: Pay employees | categorical | 12 | 99.53% | 2 unique |
| `f23_3_2` | Use a <Credit union> account for: Pay suppliers | categorical | 12 | 99.53% | 2 unique |
| `f23_3_3` | Use a <Credit union> account for: Receive payme... | categorical | 12 | 99.53% | 2 unique |
| `f23_3_4` | Use a <Credit union> account for: Receive payme... | categorical | 12 | 99.53% | 2 unique |
| `f23_3_5` | Use a <Credit union> account for: Make investme... | categorical | 12 | 99.53% | 2 unique |
| `f23_3_6` | Use a <Credit union> account for: Pay business ... | categorical | 12 | 99.53% | 2 unique |
| `f23_3_7` | Use a <Credit union> account for: Pay for agric... | categorical | 12 | 99.53% | 2 unique |
| `f23_3_8` | Use a <Credit union> account for Other payments... | categorical | 12 | 99.53% | 1 unique |
| `f23_3_9` | Use a <Credit union> account to make these tran... | categorical | 12 | 99.53% | 2 unique |
| `f24` | Have ever heard of mobile money | categorical | 2,209 | 14.18% | 2 unique |
| `f25` | There are benefits to having a mobile money acc... | categorical | 646 | 74.9% | 2 unique |
| `f26_1` | Benefits to having a mobile money account:  Avo... | categorical | 525 | 79.6% | 2 unique |
| `f26_2` | Benefits to having a mobile money account: Abil... | categorical | 525 | 79.6% | 2 unique |
| `f26_3` | Benefits to having a mobile money account: Savi... | categorical | 525 | 79.6% | 2 unique |
| `f26_4` | Benefits to having a mobile money account: Abil... | categorical | 525 | 79.6% | 2 unique |
| `f26_5` | Benefits to having a mobile money account: Abil... | categorical | 525 | 79.6% | 2 unique |
| `f26_6` | Benefits to having a mobile money account:  Abi... | categorical | 525 | 79.6% | 2 unique |
| `f26_7` | Benefits to having a mobile money account: Othe... | categorical | 525 | 79.6% | 2 unique |
| `f26_8` | Know benefits to having a mobile money account | categorical | 525 | 79.6% | 2 unique |
| `f26_oth` | Benefits to having a mobile money account: Othe... | categorical | 4 | 99.84% | 4 unique |
| `f26_o0` | Benefits to having a mobile money account: Othe... | numeric | 0 | 100.0% | - |
| `f27_1` | Can use mobile money for: Deposit and/or withdr... | categorical | 646 | 74.9% | 2 unique |
| `f27_2` | Can use mobile money for:  Person-to-person mon... | categorical | 646 | 74.9% | 2 unique |
| `f27_3` | Can use mobile money for: Bill pay | categorical | 646 | 74.9% | 2 unique |
| `f27_4` | Can use mobile money for: Save or store money f... | categorical | 646 | 74.9% | 2 unique |
| `f27_5` | Can use mobile money for: Make business transac... | categorical | 646 | 74.9% | 2 unique |
| `f27_6` | Can use mobile money for:  Buy airtime | categorical | 646 | 74.9% | 2 unique |
| `f27_7` | Can use mobile money for:  Other activity | categorical | 646 | 74.9% | 2 unique |
| `f27_8` | Know what types of financial activities can use... | categorical | 646 | 74.9% | 2 unique |
| `f27_oth` | Can use mobile money for Other activity (specif... | categorical | 7 | 99.73% | 6 unique |
| `f27_o0` | Can use mobile money for Other activity (specif... | numeric | 0 | 100.0% | - |
| `f28_1` | Aware of MCel | categorical | 646 | 74.9% | 2 unique |
| `f28_2` | Aware of Vodacom | categorical | 646 | 74.9% | 2 unique |
| `f28_3` | Aware of  Other providers | categorical | 646 | 74.9% | 2 unique |
| `f28_4` | Aware of any mobile money providers - None | categorical | 646 | 74.9% | 2 unique |
| `f28_oth` | Aware of Other providers (specified) | categorical | 124 | 95.18% | 10 unique |
| `f28_o0` | Aware of Other providers (specified) | numeric | 0 | 100.0% | - |
| `f29_1` | Have ever heard about MCel | categorical | 646 | 74.9% | 2 unique |
| `f29_2` | Have ever heard about Vodacom | categorical | 646 | 74.9% | 2 unique |
| `f29_3` | Have ever heard about Other providers | categorical | 646 | 74.9% | 2 unique |
| `f29_4` | Have ever heard about mobile money providers- None | categorical | 646 | 74.9% | 2 unique |
| `f29_oth` | Have ever heard about other providers(specified) | categorical | 45 | 98.25% | 22 unique |
| `f29_o0` | Have ever heard about other providers(specified) | numeric | 0 | 100.0% | - |
| `f30_1` | First learned about {MCel} mobile money provide... | categorical | 535 | 79.22% | 7 unique |
| `f30_1_oth` | First learned about {MCel} mobile money provide... | categorical | 89 | 96.54% | 6 unique |
| `f30_10` | First learned about {MCel} mobile money provide... | numeric | 0 | 100.0% | - |
| `f30_2` | First learned about {Vodacom} mobile money prov... | categorical | 617 | 76.03% | 7 unique |
| `f30_2_oth` | First learned about {Vodacom} mobile money prov... | categorical | 120 | 95.34% | 9 unique |
| `f30_20` | First learned about {Vodacom} mobile money prov... | numeric | 0 | 100.0% | - |
| `f30_3` | First learned about Other mobile money provider... | categorical | 185 | 92.81% | 1 unique |
| `f30_3_oth` | First learned about Other mobile money provider... | categorical | 185 | 92.81% | 28 unique |
| `f30_30` | First learned about Other mobile money provider... | numeric | 0 | 100.0% | - |
| `f31_1` | Have ever used for any financial activity: MCel | categorical | 149 | 94.21% | 2 unique |
| `f31_2` | Have ever used  for any financial activity: Vod... | categorical | 149 | 94.21% | 2 unique |
| `f31_3` | Have ever used for any financial activity:  Oth... | categorical | 149 | 94.21% | 2 unique |
| `f31_oth` | Have ever used for any financial activity: Othe... | categorical | 3 | 99.88% | 1 unique |
| `f31_o0` | Have ever used for any financial activity: Othe... | numeric | 0 | 100.0% | - |
| `f31_o1` | Have ever used for any financial activity: Othe... | numeric | 0 | 100.0% | - |
| `f31_o2` | Have ever used for any financial activity: Othe... | numeric | 0 | 100.0% | - |
| `f32_1` | Last time conducted any financial activity with... | categorical | 20 | 99.22% | 4 unique |
| `f32_2` | Last time conducted any financial activity with... | categorical | 7 | 99.73% | 3 unique |
| `f32_3` | Last time conducted any financial activity with... | categorical | 3 | 99.88% | 2 unique |
| `f33_1` | Have a registered account (account registered i... | categorical | 20 | 99.22% | 2 unique |
| `f33_2` | Have a registered account (account registered i... | categorical | 7 | 99.73% | 2 unique |
| `f33_3` | Have a registered account (account registered i... | categorical | 3 | 99.88% | 1 unique |
| `f34` | Transactions with mobile money account | categorical | 12 | 99.53% | 3 unique |
| `f35_1_1` | Access MCel - Over the counter or by using an a... | categorical | 20 | 99.22% | 2 unique |
| `f35_1_2` | Access MCel -  Account of a family member in th... | categorical | 20 | 99.22% | 2 unique |
| `f35_1_3` | Access MCel - Account of a family member in ano... | categorical | 20 | 99.22% | 2 unique |
| `f35_1_4` | Access MCel - Account of a workmate or a busine... | categorical | 20 | 99.22% | 2 unique |
| `f35_1_5` | Access MCel - Own account | categorical | 20 | 99.22% | 2 unique |
| `f35_1_6` | Access MCel mobile - Other | categorical | 20 | 99.22% | 2 unique |
| `f35_1_oth` | Access MCel - Other (specified) | categorical | 2 | 99.92% | 2 unique |
| `f35_10` | Access MCel - Other (specified) | numeric | 0 | 100.0% | - |
| `f35_2_1` | Access Vodacom - Over the counter or by using a... | categorical | 7 | 99.73% | 2 unique |
| `f35_2_2` | Access Vodacom - Account of a family member in ... | categorical | 7 | 99.73% | 2 unique |
| `f35_2_3` | Access Vodacom - Account of a family member in ... | categorical | 7 | 99.73% | 2 unique |
| `f35_2_4` | Access Vodacom - Account of a workmate or a bus... | categorical | 7 | 99.73% | 2 unique |
| `f35_2_5` | Access Vodacom - My own account | categorical | 7 | 99.73% | 2 unique |
| `f35_2_6` | Access Vodacom - Other | categorical | 7 | 99.73% | 1 unique |
| `f35_3_1` | Access Other mobile money provider - Over the c... | categorical | 3 | 99.88% | 2 unique |
| `f35_3_2` | Access Other mobile money provider - Account of... | categorical | 3 | 99.88% | 1 unique |
| `f35_3_3` | Access Other mobile money provider - Account of... | categorical | 3 | 99.88% | 1 unique |
| `f35_3_4` | Access Other mobile money provider - Account of... | categorical | 3 | 99.88% | 1 unique |
| `f35_3_5` | Access Other mobile money provider - My own acc... | categorical | 3 | 99.88% | 2 unique |
| `f35_3_6` | Access Other mobile money provider - Other | categorical | 3 | 99.88% | 1 unique |
| `f36` | Main reason why never used mobile money services | categorical | 123 | 95.22% | 7 unique |
| `f36_oth` | Main reason why never used mobile money service... | categorical | 99 | 96.15% | 2 unique |
| `f36_o0` | Main reason why never used mobile money service... | numeric | 0 | 100.0% | - |
| `f37` | Main reason started using mobile money | categorical | 26 | 98.99% | 7 unique |
| `f37_oth` | Main reason started using mobile money - Other ... | categorical | 1 | 99.96% | 1 unique |
| `f37_o0` | Main reason started using mobile money - Other ... | numeric | 0 | 100.0% | - |
| `f38_1` | Have ever used a mobile money account to Deposi... | categorical | 26 | 98.99% | 2 unique |
| `f38_2` | Have ever used a mobile money account to Withdr... | categorical | 26 | 98.99% | 2 unique |
| `f38_3` | Have ever used a mobile money account to Buy ai... | categorical | 26 | 98.99% | 2 unique |
| `f38_4` | Have ever used a mobile money account to Pay a ... | categorical | 26 | 98.99% | 2 unique |
| `f38_5` | Have ever used a mobile money account to Pay ut... | categorical | 26 | 98.99% | 2 unique |
| `f38_6` | Have ever used a mobile money account to Send m... | categorical | 26 | 98.99% | 2 unique |
| `f38_7` | Have ever used a mobile money account to do Rec... | categorical | 26 | 98.99% | 2 unique |
| `f38_8` | Have ever used a mobile money account to do Oth... | categorical | 26 | 98.99% | 1 unique |
| `f38_oth` | Have ever used a mobile money account to Other ... | numeric | 0 | 100.0% | - |
| `f38_o0` | Have ever used a mobile money account to Other ... | numeric | 0 | 100.0% | - |
| `f38_o1` | Have ever used a mobile money account to Other ... | numeric | 0 | 100.0% | - |
| `f38_o2` | Have ever used a mobile money account to Other ... | numeric | 0 | 100.0% | - |
| `f39_1` | Use a mobile money account to Pay employees | categorical | 26 | 98.99% | 2 unique |
| `f39_2` | Use a mobile money account to Pay suppliers | categorical | 26 | 98.99% | 2 unique |
| `f39_3` | Use a mobile money account to Receive payments ... | categorical | 26 | 98.99% | 2 unique |
| `f39_4` | Use a mobile money account to Receive payments ... | categorical | 26 | 98.99% | 2 unique |
| `f39_5` | Use a mobile money account to Make investment, ... | categorical | 26 | 98.99% | 1 unique |
| `f39_6` | Use a mobile money account to Pay business asso... | categorical | 26 | 98.99% | 2 unique |
| `f39_7` | Use a mobile money account to Pay for agricultu... | categorical | 26 | 98.99% | 2 unique |
| `f39_8` | Use a mobile money account to make Other paymen... | categorical | 26 | 98.99% | 2 unique |
| `f39_9` | Use a mobile money account to make these transa... | categorical | 26 | 98.99% | 2 unique |
| `f39_oth` | Use a mobile money account to make Other paymen... | categorical | 5 | 99.81% | 4 unique |
| `f39_o0` | Use a mobile money account to make Other paymen... | numeric | 0 | 100.0% | - |
| `f40_1` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 2 unique |
| `f40_2` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 1 unique |
| `f40_3` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 1 unique |
| `f40_4` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 2 unique |
| `f40_5` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 1 unique |
| `f40_6` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 2 unique |
| `f40_7` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 2 unique |
| `f40_8` | Reason do not use a mobile money account for an... | categorical | 12 | 99.53% | 1 unique |
| `f40_9` | You said you do not use a mobile money account ... | categorical | 12 | 99.53% | 2 unique |
| `f41_1` | Mobile money agents closest to where you live -... | categorical | 26 | 98.99% | 2 unique |
| `f41_2` | Mobile money agents closest to where you live -... | categorical | 26 | 98.99% | 2 unique |
| `f41_3` | Mobile money agents closest to where you live -... | categorical | 26 | 98.99% | 2 unique |
| `f41_oth` | Mobile money agents closest to where you live -... | categorical | 3 | 99.88% | 2 unique |
| `f41_o0` | Mobile money agents closest to where you live -... | numeric | 0 | 100.0% | - |
| `f42` | Getting a mobile money agent | categorical | 26 | 98.99% | 6 unique |
| `f43_1` | Usually go to a mobile money agent at or near home | categorical | 26 | 98.99% | 2 unique |
| `f43_2` | Usually go to a mobile money agent at or near work | categorical | 26 | 98.99% | 2 unique |
| `f43_3` | Usually go to a mobile money agent at or near w... | categorical | 26 | 98.99% | 2 unique |
| `f43_4` | Usually go to a mobile money agent at or near c... | categorical | 26 | 98.99% | 2 unique |
| `f43_5` | Usually go to a mobile money agent at or near a... | categorical | 26 | 98.99% | 2 unique |
| `f43_6` | Usually go to a mobile money agent at or near a... | categorical | 26 | 98.99% | 2 unique |
| `f43_7` | Usually go to a mobile money agent at or near t... | categorical | 26 | 98.99% | 2 unique |
| `f43_8` | Usually go to a mobile money agent at or near O... | categorical | 26 | 98.99% | 2 unique |
| `f43_9` | Do you usually go to a mobile money agent at or... | categorical | 26 | 98.99% | 2 unique |
| `f43_oth` | Usually go to a mobile money agent at or near O... | categorical | 1 | 99.96% | 1 unique |
| `f43_o0` | Usually go to a mobile money agent at or near O... | numeric | 0 | 100.0% | - |
| `f46_1` | Have ever used Xitique or saving and credit group | categorical | 2,209 | 14.18% | 2 unique |
| `f46_2` | Have ever used a money guard/ someone in workpl... | categorical | 2,209 | 14.18% | 2 unique |
| `f46_3` | Have ever used Savings collectors | categorical | 2,209 | 14.18% | 2 unique |
| `f46_4` | Have ever used a digital card, a recharge card ... | categorical | 2,209 | 14.18% | 2 unique |
| `f46_5` | Have ever used Money lenders | categorical | 2,209 | 14.18% | 2 unique |
| `f46_6` | Have ever used Other group | categorical | 2,209 | 14.18% | 2 unique |
| `f46_oth` | Have ever used Other group (specified) | categorical | 9 | 99.65% | 9 unique |
| `f46_o0` | Have ever used Other group (specified) | numeric | 0 | 100.0% | - |
| `f46_o1` | Have ever used Other group (specified) | numeric | 0 | 100.0% | - |
| `f46_o2` | Have ever used Other group (specified) | numeric | 0 | 100.0% | - |
| `f47_1` | Last time used these services or service provid... | categorical | 459 | 82.17% | 7 unique |
| `f47_2` | Last time used these services or service provid... | categorical | 153 | 94.06% | 7 unique |
| `f47_3` | Last time used these services or service provid... | categorical | 64 | 97.51% | 7 unique |
| `f47_4` | Last time used these services or service provid... | categorical | 23 | 99.11% | 6 unique |
| `f47_5` | Last time used these services or service provid... | categorical | 246 | 90.44% | 7 unique |
| `f47_6` | Last time used these services or service provid... | categorical | 9 | 99.65% | 5 unique |
| `f48_1` | Have membership in your name with Xitique or an... | categorical | 637 | 75.25% | 2 unique |
| `f48_2` | Have membership in your name with a money guard... | categorical | 637 | 75.25% | 2 unique |
| `f48_3` | Have membership in your name with Savings colle... | categorical | 637 | 75.25% | 2 unique |
| `f48_4` | Have membership in your name with a digital car... | categorical | 637 | 75.25% | 2 unique |
| `f48_5` | Have membership in your name with Money lenders | categorical | 637 | 75.25% | 2 unique |
| `f48_6` | Have membership in your name with Other group | categorical | 637 | 75.25% | 2 unique |
| `f48_oth` | Have membership in your name with Other group (... | categorical | 5 | 99.81% | 5 unique |
| `f48_o0` | Have membership in your name with Other group (... | numeric | 0 | 100.0% | - |
| `f48_o1` | Have membership in your name with Other group (... | numeric | 0 | 100.0% | - |
| `f48_o2` | Have membership in your name with Other group (... | numeric | 0 | 100.0% | - |
| `f49_1` | Services your groups provide - Give one member ... | categorical | 393 | 84.73% | 2 unique |
| `f49_2` | Services your groups provide - Lend money out t... | categorical | 393 | 84.73% | 2 unique |
| `f49_3` | Services your groups provide - Lend money out t... | categorical | 393 | 84.73% | 2 unique |
| `f49_4` | Services your groups provide - Buy household go... | categorical | 393 | 84.73% | 2 unique |
| `f49_5` | Services your groups provide - Act as a guarant... | categorical | 393 | 84.73% | 2 unique |
| `f49_6` | Services your groups provide - Invest the money... | categorical | 393 | 84.73% | 2 unique |
| `f49_7` | Services your groups provide - Contribute money... | categorical | 393 | 84.73% | 2 unique |
| `f49_8` | Services your groups provide - Purchase fixed a... | categorical | 393 | 84.73% | 2 unique |
| `f49_9` | Services your groups provide - Raise the money ... | categorical | 393 | 84.73% | 2 unique |
| `f49_10` | Services your groups provide - Help members sav... | categorical | 393 | 84.73% | 2 unique |
| `f49_11` | Services your groups provide - Other | categorical | 393 | 84.73% | 2 unique |
| `f49_12` | Which of the following services do your groups ... | categorical | 393 | 84.73% | 2 unique |
| `f49_oth` | Services your groups provide - Other (specified) | categorical | 14 | 99.46% | 11 unique |
| `f49_o0` | Services your groups provide - Other (specified) | numeric | 0 | 100.0% | - |
| `f50` | Service providers or services most important to... | categorical | 393 | 84.73% | 6 unique |
| `f50_oth` | Service providers or services most important to... | categorical | 8 | 99.69% | 7 unique |
| `f50_o0` | Service providers or services most important to... | numeric | 0 | 100.0% | - |
| `f51_1` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_2` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_3` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_4` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_5` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_6` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_7` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_8` | Reason do not have a membership with any of the... | categorical | 1,816 | 29.45% | 2 unique |
| `f51_oth` | Reason do not have a membership with any of the... | categorical | 247 | 90.4% | 178 unique |
| `f51_o0` | Reason do not have a membership with any of the... | numeric | 0 | 100.0% | - |
| `f52_1` | Trust as financial sources: Banks | categorical | 2,209 | 14.18% | 6 unique |
| `f52_2` | Trust as financial sources: Bank agents | categorical | 2,209 | 14.18% | 6 unique |
| `f52_3` | Trust as financial sources: Microfinance instit... | categorical | 2,209 | 14.18% | 6 unique |
| `f52_4` | Trust as financial sources: Mobile money providers | categorical | 2,209 | 14.18% | 6 unique |
| `f52_5` | Trust as financial sources: Mobile money agents | categorical | 2,209 | 14.18% | 6 unique |
| `f52_6` | Trust as financial sources: Savings groups | categorical | 2,209 | 14.18% | 6 unique |
| `f52_7` | Trust as financial sources: Credit union | categorical | 2,209 | 14.18% | 6 unique |
| `f52_8` | Trust as financial sources: Friends, neighbors ... | categorical | 2,209 | 14.18% | 6 unique |
| `f53_1` | Main reasons for borrowing money: To start a ne... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_2` | Main reason for borrowing money: To improve the... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_3` | Main reasons for borrowing money: To buy inputs... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_4` | Main reasons for borrowing money: To make big p... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_5` | Main reasons for borrowing money: For other agr... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_6` | Main reasons for borrowing money: For emergency... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_7` | Main reasons for borrowing money: To pay for sc... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_8` | Main reasons for borrowing money: To cover dail... | categorical | 2,209 | 14.18% | 2 unique |
| `f53_9` | Main reasons for borrowing money: Other reason | categorical | 2,209 | 14.18% | 2 unique |
| `f53_10` | Know the main reasons for borrowing money | categorical | 2,209 | 14.18% | 2 unique |
| `f53_oth` | Main reasons for borrowing money: Other reason(... | categorical | 53 | 97.94% | 47 unique |
| `f53_o0` | Main reasons for borrowing money: Other reason(... | numeric | 0 | 100.0% | - |
| `f54_1` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_2` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_3` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_4` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_5` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_6` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_7` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_8` | For your agricultural activities, importance to... | categorical | 2,209 | 14.18% | 4 unique |
| `f54_oth` | For your agricultural activities, importance to... | categorical | 96 | 96.27% | 38 unique |
| `f54_o0` | For your agricultural activities, importance to... | numeric | 0 | 100.0% | - |
| `f54_o1` | For your agricultural activities, importance to... | numeric | 0 | 100.0% | - |
| `f54_o2` | For your agricultural activities, importance to... | numeric | 0 | 100.0% | - |
| `f55_1` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_2` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_3` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_4` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_5` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_6` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_7` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_8` | In the past 12 months, have attempted to borrow... | categorical | 2,209 | 14.18% | 2 unique |
| `f55_oth` | In the past 12 months, have  attempted to borro... | categorical | 6 | 99.77% | 6 unique |
| `f55_o0` | In the past 12 months, have  attempted to borro... | numeric | 0 | 100.0% | - |
| `f55_o1` | In the past 12 months, have  attempted to borro... | numeric | 0 | 100.0% | - |
| `f55_o2` | In the past 12 months, have  attempted to borro... | numeric | 0 | 100.0% | - |
| `f56_1` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_2` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_3` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_4` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_5` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_6` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_7` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_8` | If the need arose, would attempt to borrow from... | categorical | 2,209 | 14.18% | 2 unique |
| `f56_oth` | If the need arose, would attempt to borrow from... | categorical | 25 | 99.03% | 15 unique |
| `f56_o0` | If the need arose, would attempt to borrow from... | numeric | 0 | 100.0% | - |
| `f56_o1` | If the need arose, would attempt to borrow from... | numeric | 0 | 100.0% | - |
| `f56_o2` | If the need arose, would attempt to borrow from... | numeric | 0 | 100.0% | - |
| `f57_1` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_2` | Factors  considered  when wanting to borrow mon... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_3` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_4` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_5` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_6` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_7` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_8` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_9` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_10` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_11` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_12` | Factors considered when wanting to borrow money... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_13` | Know factors considered when wanting to borrow ... | categorical | 2,209 | 14.18% | 2 unique |
| `f57_oth` | Factors considered wanting to borrow money: Oth... | categorical | 73 | 97.16% | 39 unique |
| `f57_o0` | Factors considered wanting to borrow money: Oth... | numeric | 0 | 100.0% | - |
| `f58` | Currently have any loans | categorical | 2,209 | 14.18% | 2 unique |
| `f59_1` | Importance for agricultural activities:  A loan... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_2` | Importance for agricultural activities: A loan ... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_3` | Importance for agricultural activities: A mobil... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_4` | Importance for agricultural activities: A loan ... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_5` | Importance for agricultural activities: A credi... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_6` | Importance for agricultural activities: A layaw... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_7` | Importance for agricultural activities: A savin... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_8` | Importance for agricultural activities: A payme... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_9` | Importance for agricultural activities: A pre-p... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_10` | Importance for agricultural activities: A pre-p... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_11` | Importance for agricultural activities: Other p... | categorical | 2,209 | 14.18% | 4 unique |
| `f59_oth` | Importance for agricultural activities: Other p... | categorical | 107 | 95.84% | 47 unique |
| `f59_o0` | Importance for agricultural activities: Other p... | numeric | 0 | 100.0% | - |
| `f59_o1` | Importance for agricultural activities: Other p... | numeric | 0 | 100.0% | - |
| `f59_o2` | Importance for agricultural activities: Other p... | numeric | 0 | 100.0% | - |
| `f60_1` | Currently have for  agricultural activities: A ... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_2` | Currently have for agricultural activities: A l... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_3` | Currently have for  agricultural activities: A ... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_4` | Currently have for agricultural activities: A l... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_5` | Currently have for agricultural activities: A c... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_6` | Currently have for agricultural activities: A l... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_7` | Currently have for agricultural activities: A s... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_8` | Currently have for agricultural activities:  A ... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_9` | Currently have for agricultural activities: A p... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_10` | Currently have for agricultural activities:  A ... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_11` | Currently have for agricultural activities: Oth... | categorical | 2,209 | 14.18% | 2 unique |
| `f60_oth` | Currently have for agricultural activities: Oth... | categorical | 7 | 99.73% | 6 unique |
| `f60_o0` | Currently have for agricultural activities: Oth... | numeric | 0 | 100.0% | - |
| `f60_o1` | Currently have for agricultural activities: Oth... | numeric | 0 | 100.0% | - |
| `f60_o2` | Currently have for agricultural activities: Oth... | numeric | 0 | 100.0% | - |
| `f61_1` | Want to have for agricultural activities: A loa... | categorical | 2,065 | 19.77% | 3 unique |
| `f61_2` | Want to have for agricultural activities: A loa... | categorical | 2,130 | 17.25% | 3 unique |
| `f61_3` | Want to have for agricultural activities: A mob... | categorical | 2,165 | 15.89% | 3 unique |
| `f61_4` | Want to have for agricultural activities: A loa... | categorical | 2,102 | 18.34% | 3 unique |
| `f61_5` | Want to have for agricultural activities: A cre... | categorical | 2,012 | 21.83% | 3 unique |
| `f61_6` | Want to have for agricultural activities: A lay... | categorical | 2,002 | 22.22% | 3 unique |
| `f61_7` | Want to have for agricultural activities: A sav... | categorical | 1,923 | 25.29% | 3 unique |
| `f61_8` | Want to have for agricultural activities: A pay... | categorical | 1,934 | 24.86% | 3 unique |
| `f61_9` | Want to have for agricultural activities: A pre... | categorical | 2,125 | 17.44% | 3 unique |
| `f61_10` | Want to have for agricultural activities: A pre... | categorical | 2,118 | 17.72% | 3 unique |
| `f61_11` | Want to have for agricultural activities: Other... | categorical | 2,202 | 14.45% | 3 unique |
| `f61_oth` | Want to have for agricultural activities: Other... | categorical | 20 | 99.22% | 18 unique |
| `f61_o0` | Want to have for agricultural activities: Other... | numeric | 0 | 100.0% | - |
| `f61_o1` | Want to have for agricultural activities: Other... | numeric | 0 | 100.0% | - |
| `f61_o2` | Want to have for agricultural activities: Other... | numeric | 0 | 100.0% | - |
| `indsin_weight` | Household member Weight | numeric | 2,209 | 14.18% | [0-10] |
| `d2` | D2 .Relationship with household head | categorical | 2,209 | 14.18% | 10 unique |
| `d3` | Gender | categorical | 2,209 | 14.18% | 2 unique |
| `d4` | D4 .Marital status | categorical | 2,209 | 14.18% | 6 unique |
| `d5` | D5 .Age (in  years) | numeric | 2,209 | 14.18% | [15-100] |
| `d6` | D6 .Ever attended school | categorical | 2,209 | 14.18% | 2 unique |
| `d7` | D7 .Currently attending school | categorical | 1,489 | 42.15% | 4 unique |
| `d8` | D8 .Highest grade attended | categorical | 1,489 | 42.15% | 14 unique |
| `d9` | D9 .Completed highest grade attended | categorical | 1,489 | 42.15% | 2 unique |
| `d10` | D10 .Ccontribute to the household income | categorical | 2,209 | 14.18% | 1 unique |
| `d11` | D11 .Participate in the household’s agricultu... | categorical | 2,209 | 14.18% | 2 unique |
| `ppi_score` | PPI SCORE | numeric | 2,209 | 14.18% | [2-96] |
| `ppi_prob` | PPI probability $2.5/day | numeric | 2,209 | 14.18% | [0-100] |
| `ppi_cutoff` | Poverty line of $2.5/day | categorical | 2,209 | 14.18% | 2 unique |
| `age_group` | Age_group | categorical | 2,209 | 14.18% | 5 unique |
| `urb_rur` | urban-rural residence | categorical | 2,209 | 14.18% | 2 unique |
| `stratum` | Design strata | categorical | 2,574 | 0.0% | 6 unique |

## Multiple Table

- **Rows**: 4,456
- **Columns**: 444

| Column | Description | Type | Non-Null | Null % | Details |
|--------|-------------|------|----------|--------|--------|
| `country_code` | - | categorical | 4,456 | 0.0% | 1 unique |
| `survey_year` | - | numeric | 4,456 | 0.0% | [2015-2015]; vals: [2015] |
| `hhid` | Household ID | numeric | 4,456 | 0.0% | [21948170-23324649] |
| `i1` | Cluster number | numeric | 4,456 | 0.0% | [1-212] |
| `i8` | Region | categorical | 4,456 | 0.0% | 3 unique |
| `i9` | Province | categorical | 4,456 | 0.0% | 11 unique |
| `a0` | Participation in the household agricultural act... | categorical | 4,456 | 0.0% | 2 unique |
| `a1` | Form of land ownership | categorical | 3,979 | 10.7% | 6 unique |
| `a1_oth` | Form of land ownership - Other (specified) | categorical | 177 | 96.03% | 93 unique |
| `a1_ot0` | Form of land ownership - Other (specified) | numeric | 0 | 100.0% | - |
| `a2` |  Hectare of agricultural land size own | numeric | 3,979 | 10.7% | [0-50] |
| `a3` | Hectare of agricultural land rented, borrowed o... | numeric | 3,979 | 10.7% | [0-98] |
| `a4` | Farm considered to be a business | categorical | 3,979 | 10.7% | 3 unique |
| `a5_1` | Grow Maize | categorical | 3,979 | 10.7% | 2 unique |
| `a5_2` | Grow Beans | categorical | 3,979 | 10.7% | 2 unique |
| `a5_3` | Grow Sweet potatoes | categorical | 3,979 | 10.7% | 2 unique |
| `a5_4` | Grow Sorghum | categorical | 3,979 | 10.7% | 2 unique |
| `a5_5` | Grow Rice | categorical | 3,979 | 10.7% | 2 unique |
| `a5_6` | Grow Groundnuts | categorical | 3,979 | 10.7% | 2 unique |
| `a5_7` | Grow Cowpea | categorical | 3,979 | 10.7% | 2 unique |
| `a5_8` | Grow Millet | categorical | 3,979 | 10.7% | 2 unique |
| `a5_9` | Grow Cassava | categorical | 3,979 | 10.7% | 2 unique |
| `a5_10` | Grow Irish potatoes | categorical | 3,979 | 10.7% | 2 unique |
| `a5_11` | Grow pigeon pea | categorical | 3,979 | 10.7% | 2 unique |
| `a5_12` | Grow Bananas | categorical | 3,979 | 10.7% | 2 unique |
| `a5_13` | Grow Coconut | categorical | 3,979 | 10.7% | 2 unique |
| `a5_14` | Grow Cotton | categorical | 3,979 | 10.7% | 2 unique |
| `a5_15` | Grow Sesame | categorical | 3,979 | 10.7% | 2 unique |
| `a5_16` | Grow Mango | categorical | 3,979 | 10.7% | 2 unique |
| `a5_17` | Grow Cashew | categorical | 3,979 | 10.7% | 2 unique |
| `a5_18` | Grow Sugar cane | categorical | 3,979 | 10.7% | 2 unique |
| `a5_19` | Grow Tobacco | categorical | 3,979 | 10.7% | 2 unique |
| `a5_20` | Grow Tea | categorical | 3,979 | 10.7% | 2 unique |
| `a5_21` | Grow Avocado | categorical | 3,979 | 10.7% | 2 unique |
| `a5_22` | Grow Cocoa | categorical | 3,979 | 10.7% | 2 unique |
| `a5_23` | Grow Sisal | categorical | 3,979 | 10.7% | 2 unique |
| `a5_24` | Grow Cloves | categorical | 3,979 | 10.7% | 2 unique |
| `a5_25` | Grow Coffee | categorical | 3,979 | 10.7% | 2 unique |
| `a5_26` | Grow Sunflower | categorical | 3,979 | 10.7% | 2 unique |
| `a5_27` | Grow Tomatoes | categorical | 3,979 | 10.7% | 2 unique |
| `a5_28` | Grow Onions | categorical | 3,979 | 10.7% | 2 unique |
| `a5_29` | Grow other crop - Other 1 | categorical | 3,979 | 10.7% | 2 unique |
| `a5_30` | Grow other crop - Other 2 | categorical | 3,979 | 10.7% | 2 unique |
| `a5_31` | Grow other crop - Other 3 | categorical | 3,979 | 10.7% | 2 unique |
| `a5_32` | Grow crop | categorical | 3,979 | 10.7% | 2 unique |
| `a5_oth1` | Grow other crop - Other 1 (specified) | categorical | 431 | 90.33% | 177 unique |
| `a5_ot6` | Grow other crop - Other 1 (specified) | numeric | 0 | 100.0% | - |
| `a5_oth2` | Grow other crop - Other 2 (specified) | categorical | 93 | 97.91% | 39 unique |
| `a5_ot3` | Grow other crop - Other 2 (specified) | numeric | 0 | 100.0% | - |
| `a5_ot4` | Grow other crop - Other 2 (specified) | numeric | 0 | 100.0% | - |
| `a5_ot5` | Grow other crop - Other 2 (specified) | numeric | 0 | 100.0% | - |
| `a5_oth3` | Grow other crop - Other3(specified) | categorical | 47 | 98.95% | 31 unique |
| `a5_ot0` | Grow other crop - Other3(specified) | numeric | 0 | 100.0% | - |
| `a5_ot1` | Grow other crop - Other3(specified) | numeric | 0 | 100.0% | - |
| `a5_ot2` | Grow other crop - Other3(specified) | numeric | 0 | 100.0% | - |
| `a6` | Crop grown  that is the most important to you a... | categorical | 3,944 | 11.49% | 26 unique |
| `a7_1` | Maize grown and consumed at home | categorical | 3,455 | 22.46% | 2 unique |
| `a7_2` | Beans grown and consumed at home | categorical | 1,730 | 61.18% | 2 unique |
| `a7_3` | Sweet potatoes grown and consumed at home | categorical | 1,432 | 67.86% | 2 unique |
| `a7_4` | Sorghum grown and consumed at home | categorical | 953 | 78.61% | 2 unique |
| `a7_5` | Rice grown and consumed at home | categorical | 1,043 | 76.59% | 2 unique |
| `a7_6` | Groundnuts grown and consumed at home | categorical | 1,760 | 60.5% | 2 unique |
| `a7_7` | Cowpea grown and consumed at home | categorical | 1,499 | 66.36% | 2 unique |
| `a7_8` | Millet grown and consumed at home | categorical | 305 | 93.16% | 2 unique |
| `a7_9` | Cassava grown and consumed at home | categorical | 2,309 | 48.18% | 2 unique |
| `a7_10` | Irish potatoes grown and consumed at home | categorical | 182 | 95.92% | 2 unique |
| `a7_11` | Pigeon pea grown and consumed at home | categorical | 375 | 91.58% | 2 unique |
| `a7_12` | Bananas grown and consumed at home | categorical | 681 | 84.72% | 2 unique |
| `a7_13` | Coconut grown and consumed at home | categorical | 240 | 94.61% | 2 unique |
| `a7_14` | Cotton grown and consumed at home | categorical | 115 | 97.42% | 2 unique |
| `a7_15` | Sesame grown and consumed at home | categorical | 435 | 90.24% | 2 unique |
| `a7_16` | Mango grown and consumed at home | categorical | 276 | 93.81% | 2 unique |
| `a7_17` | Cashew grown and consumed at home | categorical | 210 | 95.29% | 2 unique |
| `a7_18` | Sugar cane grown and consumed at home | categorical | 493 | 88.94% | 2 unique |
| `a7_19` | Tobacco grown and consumed at home | categorical | 128 | 97.13% | 2 unique |
| `a7_20` | Tea grown and consumed at home | categorical | 12 | 99.73% | 2 unique |
| `a7_21` | Avocado grown and consumed at home | categorical | 54 | 98.79% | 2 unique |
| `a7_22` | Cocoa grown and consumed at home | categorical | 2 | 99.96% | 2 unique |
| `a7_23` | Sisal grown and consumed at home | categorical | 11 | 99.75% | 2 unique |
| `a7_24` | Cloves grown and consumed at home | categorical | 9 | 99.8% | 2 unique |
| `a7_25` | Coffee grown and consumed at home | categorical | 5 | 99.89% | 1 unique |
| `a7_26` | Sunflower grown and consumed at home | categorical | 7 | 99.84% | 2 unique |
| `a7_27` | Tomatoes grown and consumed at home | categorical | 847 | 80.99% | 2 unique |
| `a7_28` | Onions grown and consumed at home | categorical | 500 | 88.78% | 2 unique |
| `a7_29` | Grow and consume at home  Other crop | categorical | 436 | 90.22% | 2 unique |
| `a7_32` | Grow and consume crop | categorical | 3,963 | 11.06% | 2 unique |
| `a8` | Crop grown and most consumed | categorical | 3,891 | 12.68% | 18 unique |
| `a9_1` | Buy Maize | categorical | 3,979 | 10.7% | 2 unique |
| `a9_2` | Buy Beans | categorical | 3,979 | 10.7% | 2 unique |
| `a9_3` | Buy Sweet potatoes | categorical | 3,979 | 10.7% | 2 unique |
| `a9_4` | Buy Sorghum | categorical | 3,979 | 10.7% | 2 unique |
| `a9_5` | Buy Rice | categorical | 3,979 | 10.7% | 2 unique |
| `a9_6` | Buy Groundnuts | categorical | 3,979 | 10.7% | 2 unique |
| `a9_7` | Buy Cowpea | categorical | 3,979 | 10.7% | 2 unique |
| `a9_8` | Buy Millet | categorical | 3,979 | 10.7% | 2 unique |
| `a9_9` | Buy Cassava | categorical | 3,979 | 10.7% | 2 unique |
| `a9_10` | Buy Irish potatoes | categorical | 3,979 | 10.7% | 2 unique |
| `a9_11` | Buy Pigeon pea | categorical | 3,979 | 10.7% | 2 unique |
| `a9_12` | Buy Bananas | categorical | 3,979 | 10.7% | 2 unique |
| `a9_13` | Buy Coconut | categorical | 3,979 | 10.7% | 2 unique |
| `a9_14` | Buy Cotton | categorical | 3,979 | 10.7% | 2 unique |
| `a9_15` | Buy Sesame | categorical | 3,979 | 10.7% | 2 unique |
| `a9_16` | Buy Mango | categorical | 3,979 | 10.7% | 2 unique |
| `a9_17` | Buy Cashew | categorical | 3,979 | 10.7% | 2 unique |
| `a9_18` | Buy Sugar cane | categorical | 3,979 | 10.7% | 2 unique |
| `a9_19` | Buy Tobacco | categorical | 3,979 | 10.7% | 2 unique |
| `a9_20` | Buy Tea | categorical | 3,979 | 10.7% | 2 unique |
| `a9_21` | Buy Avocado | categorical | 3,979 | 10.7% | 2 unique |
| `a9_22` | Buy Cocoa | categorical | 3,979 | 10.7% | 2 unique |
| `a9_23` | Buy Sisal | categorical | 3,979 | 10.7% | 2 unique |
| `a9_24` | Buy Cloves | categorical | 3,979 | 10.7% | 2 unique |
| `a9_25` | Buy Coffee | categorical | 3,979 | 10.7% | 2 unique |
| `a9_26` | Buy Sunflower | categorical | 3,979 | 10.7% | 2 unique |
| `a9_27` | Buy other crops - Other 1 | categorical | 3,979 | 10.7% | 2 unique |
| `a9_28` | Buy other - Other 2 | categorical | 3,979 | 10.7% | 2 unique |
| `a9_29` | Buy other crops - Other 3 | categorical | 3,979 | 10.7% | 2 unique |
| `a9_30` | Buy any crop | categorical | 3,979 | 10.7% | 2 unique |
| `a9_oth1` | Buy other crops - Other 1 (specified) | categorical | 144 | 96.77% | 99 unique |
| `a9_ot6` | Buy other crops - Other 1 (specified) | numeric | 0 | 100.0% | - |
| `a9_oth2` | Buy other crop Other 2 (specified) | categorical | 22 | 99.51% | 13 unique |
| `a9_ot3` | Buy other crop Other 2 (specified) | numeric | 0 | 100.0% | - |
| `a9_ot4` | Buy other crop Other 2 (specified) | numeric | 0 | 100.0% | - |
| `a9_ot5` | Buy other crop Other 2 (specified) | numeric | 0 | 100.0% | - |
| `a9_oth3` | Buy other crop - Other 3 (specified) | categorical | 11 | 99.75% | 10 unique |
| `a9_ot0` | Buy other crop - Other 3 (specified) | numeric | 0 | 100.0% | - |
| `a9_ot1` | Buy other crop - Other 3 (specified) | numeric | 0 | 100.0% | - |
| `a9_ot2` | Buy other crop - Other 3 (specified) | numeric | 0 | 100.0% | - |
| `a10` | Have any livestock, herds, other farm animals, ... | categorical | 3,979 | 10.7% | 2 unique |
| `a11_1` | Number of  Cattle – beef | numeric | 1,817 | 59.22% | [0-60] |
| `a11_2` | Number of  Cattle – dairy | numeric | 1,817 | 59.22% | [0-21] |
| `a11_3` | Number of Indigenous cattle | numeric | 1,817 | 59.22% | [0-40] |
| `a11_4` | Number of Sheep | numeric | 1,817 | 59.22% | [0-30] |
| `a11_5` | Number of Ducks | numeric | 1,817 | 59.22% | [0-30] |
| `a11_6` | Number of Pigs | numeric | 1,817 | 59.22% | [0-115] |
| `a11_7` | Number of Goats – meat | numeric | 1,817 | 59.22% | [0-39] |
| `a11_8` | Number of Goats – dairy | numeric | 1,817 | 59.22% | [0-90] |
| `a11_9` | Number of Chickens – broilers | numeric | 1,817 | 59.22% | [0-400] |
| `a11_10` | Number of Chickens – layers | numeric | 1,817 | 59.22% | [0-298] |
| `a11_11` | Number of Fish ponds | numeric | 1,817 | 59.22% | [0-15] |
| `a11_12` | Number of Bees hives or boxes | numeric | 1,817 | 59.22% | [0-12] |
| `a11_13` | Other - Number reared | numeric | 1,817 | 59.22% | [0-80] |
| `a11_oth` | Other (specified) - Number reared | categorical | 40 | 99.1% | 24 unique |
| `a11_o0` | Other (specified) - Number reared | numeric | 0 | 100.0% | - |
| `a11_o1` | Other (specified) - Number reared | numeric | 0 | 100.0% | - |
| `a11_o2` | Other (specified) - Number reared | numeric | 0 | 100.0% | - |
| `a12_1` | Rear and get an income from Cattle – beef | categorical | 240 | 94.61% | 2 unique |
| `a12_2` | Rear and get an income from Cattle – dairy | categorical | 29 | 99.35% | 2 unique |
| `a12_3` | Rear and get an income from  Indigenous cattle | categorical | 95 | 97.87% | 2 unique |
| `a12_4` | Rear and get an income from Sheep | categorical | 55 | 98.77% | 2 unique |
| `a12_5` | Rear and get an income from Ducks | categorical | 595 | 86.65% | 2 unique |
| `a12_6` | Rear and get an income from Pigs | categorical | 515 | 88.44% | 2 unique |
| `a12_7` | Rear and get an income from Goats – meat | categorical | 502 | 88.73% | 2 unique |
| `a12_8` | Rear and get an income from Goats – dairy | categorical | 93 | 97.91% | 2 unique |
| `a12_9` | Rear and get an income from Chickens – broilers | categorical | 274 | 93.85% | 2 unique |
| `a12_10` | Rear and get an income from Chickens – layers | categorical | 1,358 | 69.52% | 2 unique |
| `a12_11` | Rear and get an income from Fish ponds | categorical | 6 | 99.87% | 2 unique |
| `a12_12` | Rear and get an income from Bees hives or boxes | categorical | 8 | 99.82% | 2 unique |
| `a12_13` | Rear and get an income from Other livestock | categorical | 1,793 | 59.76% | 2 unique |
| `a12_14` | Rear and get an income from livestock | categorical | 1,793 | 59.76% | 2 unique |
| `a13` | Livestock that generates the most income | categorical | 1,143 | 74.35% | 13 unique |
| `a14_1` | Rear to consume at home - Cattle – beef | categorical | 240 | 94.61% | 2 unique |
| `a14_2` | Rear to consume at home - Cattle – dairy | categorical | 29 | 99.35% | 2 unique |
| `a14_3` | Rear to consume at home- Indigenous cattle | categorical | 95 | 97.87% | 2 unique |
| `a14_4` | Rear to consume at home - Sheep | categorical | 55 | 98.77% | 2 unique |
| `a14_5` | Rear to consume at home - Ducks | categorical | 595 | 86.65% | 2 unique |
| `a14_6` | Rear to consume at home - Pigs | categorical | 515 | 88.44% | 2 unique |
| `a14_7` | Rear to consume at home - Goats meat | categorical | 502 | 88.73% | 2 unique |
| `a14_8` | Rear to consume at home - Goats  dairy | categorical | 93 | 97.91% | 2 unique |
| `a14_9` | Rear to consume at home - Chickens broilers | categorical | 274 | 93.85% | 2 unique |
| `a14_10` | Rear to consume at home -  Chickens layers | categorical | 1,358 | 69.52% | 2 unique |
| `a14_11` | Rear to consume at home - Fish ponds | categorical | 6 | 99.87% | 2 unique |
| `a14_12` | Rear to consume at home - Bees hives or boxes | categorical | 8 | 99.82% | 2 unique |
| `a14_13` | Rear to consume at home-  Other livestock | categorical | 1,793 | 59.76% | 2 unique |
| `a14_14` | Rear and consume livestock at home | categorical | 1,793 | 59.76% | 2 unique |
| `a15_1` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_2` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_3` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_4` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_6` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_7` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_10` | Purchase main agricultural and livestock inputs... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_11` | Purchase any agricultural and livestock inputs ... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_98` | Know from whom to purchase main agricultural an... | categorical | 3,979 | 10.7% | 2 unique |
| `a15_oth` | Purchase main agricultural and livestock inputs... | categorical | 376 | 91.56% | 152 unique |
| `a15_o0` | Purchase main agricultural and livestock inputs... | numeric | 0 | 100.0% | - |
| `a17_1` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_2` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_3` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_4` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_5` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_6` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_7` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 2,644 | 40.66% | 1 unique |
| `a17_8` | Pay your suppliers of inputs (such as seeds, fe... | categorical | 2,644 | 40.66% | 2 unique |
| `a17_oth` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 19 | 99.57% | 10 unique |
| `a17_o0` | Pay suppliers of inputs (such as seeds, fertili... | numeric | 0 | 100.0% | - |
| `a18` | Pay suppliers later (with credit) or immediately | categorical | 2,387 | 46.43% | 2 unique |
| `a22` | Water situation | categorical | 3,979 | 10.7% | 4 unique |
| `a23_1` | Managing land and livestock, use of friends or ... | categorical | 3,979 | 10.7% | 2 unique |
| `a23_2` | Managing land and livestock, use of hired labor... | categorical | 3,979 | 10.7% | 2 unique |
| `a23_3` | Managing land and livestock, use of family labor | categorical | 3,979 | 10.7% | 2 unique |
| `a23_4` | Managing land and livestock, use of daily rate ... | categorical | 3,979 | 10.7% | 2 unique |
| `a23_5` | Managing land and livestock, use of  Other | categorical | 3,979 | 10.7% | 2 unique |
| `a23_6` | Use labor for managing land and livestock | categorical | 3,979 | 10.7% | 2 unique |
| `a23_oth` | Managing land and livestock- use of Other (spec... | categorical | 49 | 98.9% | 46 unique |
| `a23_o0` | Managing land and livestock- use of Other (spec... | numeric | 0 | 100.0% | - |
| `a24_1` | Use labor for land plowing and preparation | categorical | 1,576 | 64.63% | 2 unique |
| `a24_2` | Use labor for planting | categorical | 1,576 | 64.63% | 2 unique |
| `a24_3` | Use labor for weeding | categorical | 1,576 | 64.63% | 2 unique |
| `a24_4` | Use labor for harvesting | categorical | 1,576 | 64.63% | 2 unique |
| `a24_5` | Use labor for selling crops | categorical | 1,576 | 64.63% | 2 unique |
| `a24_6` | Use labor for livestock care | categorical | 1,576 | 64.63% | 2 unique |
| `a24_7` | Use labor for livestock sale | categorical | 1,576 | 64.63% | 2 unique |
| `a24_8` | Use labor for  Other reasons | categorical | 1,576 | 64.63% | 2 unique |
| `a24_oth` | Use labor for Other reasons (specified) | categorical | 54 | 98.79% | 20 unique |
| `a24_o0` | Use labor for Other reasons (specified) | numeric | 0 | 100.0% | - |
| `a25_1` | Grow and sell  Maize | categorical | 3,455 | 22.46% | 2 unique |
| `a25_2` | Grow and sell  Beans | categorical | 1,730 | 61.18% | 2 unique |
| `a25_3` | Grow and sell  Sweet potatoes | categorical | 1,432 | 67.86% | 2 unique |
| `a25_4` | Grow and sell Sorghum | categorical | 953 | 78.61% | 2 unique |
| `a25_5` | Grow and sell  Rice | categorical | 1,043 | 76.59% | 2 unique |
| `a25_6` | Grow and sell Groundnuts | categorical | 1,760 | 60.5% | 2 unique |
| `a25_7` | Grow and sell  Cowpea | categorical | 1,499 | 66.36% | 2 unique |
| `a25_8` | Grow and sell Millet | categorical | 305 | 93.16% | 2 unique |
| `a25_9` | Grow and sell Cassava | categorical | 2,309 | 48.18% | 2 unique |
| `a25_10` | Grow and sell Irish potatoes | categorical | 182 | 95.92% | 2 unique |
| `a25_11` | Grow and sell Pigeon pea | categorical | 375 | 91.58% | 2 unique |
| `a25_12` | Grow and sell Bananas | categorical | 681 | 84.72% | 2 unique |
| `a25_13` | Grow and sell Coconut | categorical | 240 | 94.61% | 2 unique |
| `a25_14` | Grow and sell Cotton | categorical | 115 | 97.42% | 2 unique |
| `a25_15` | Grow and sell Sesame | categorical | 435 | 90.24% | 2 unique |
| `a25_16` | Grow and sell Mango | categorical | 276 | 93.81% | 2 unique |
| `a25_17` | Gros and sell Cashew | categorical | 210 | 95.29% | 2 unique |
| `a25_18` | Grow and sell Sugar cane | categorical | 493 | 88.94% | 2 unique |
| `a25_19` | Grow and sell Tobacco | categorical | 128 | 97.13% | 2 unique |
| `a25_20` | Grow and sell Tea | categorical | 12 | 99.73% | 2 unique |
| `a25_21` | Grow and sell Avocado | categorical | 54 | 98.79% | 2 unique |
| `a25_22` | Grow and sell Cocoa | categorical | 2 | 99.96% | 2 unique |
| `a25_23` | Grow and sell Sisal | categorical | 11 | 99.75% | 2 unique |
| `a25_24` | Grow and sell Cloves | categorical | 9 | 99.8% | 2 unique |
| `a25_25` | Grow and sell Coffee | categorical | 5 | 99.89% | 1 unique |
| `a25_26` | Grow and sell Sunflower | categorical | 7 | 99.84% | 2 unique |
| `a25_27` | Grow and Tomatoes | categorical | 847 | 80.99% | 2 unique |
| `a25_28` | Grow and sell Onions | categorical | 500 | 88.78% | 2 unique |
| `a25_29` | Grow and sell Other crops | categorical | 3,979 | 10.7% | 2 unique |
| `a25_98` | Grow and sell crop | categorical | 3,979 | 10.7% | 2 unique |
| `a26` | Crop grown and sold from most money | categorical | 2,718 | 39.0% | 26 unique |
| `a27_1` | Crops and livestock sold to Co-operative | categorical | 2,718 | 39.0% | 2 unique |
| `a27_2` | Crops and livestock sold to Wholesaler | categorical | 2,718 | 39.0% | 2 unique |
| `a27_3` | Crops and livestock sold to Processor | categorical | 2,718 | 39.0% | 2 unique |
| `a27_4` | Crops and livestock sold to Retailer | categorical | 2,718 | 39.0% | 2 unique |
| `a27_5` | Crops and livestock sold Directly to the public | categorical | 2,718 | 39.0% | 2 unique |
| `a27_6` | Crops and livestock sold directly to a governme... | categorical | 2,718 | 39.0% | 2 unique |
| `a27_7` | Crops and livestock sold to Middleman / Trading... | categorical | 2,718 | 39.0% | 2 unique |
| `a27_10` | Crops and livestock sold to Other | categorical | 2,718 | 39.0% | 2 unique |
| `a27_98` | Know whom crops and livestock are sold to | categorical | 2,718 | 39.0% | 2 unique |
| `a27_oth` | Crops and livestock sold to Other (specified) | categorical | 218 | 95.11% | 138 unique |
| `a27_o0` | Crops and livestock sold to Other (specified) | numeric | 0 | 100.0% | - |
| `a28_1` | Sell crops and livestock at farm to neighbor or... | categorical | 2,718 | 39.0% | 2 unique |
| `a28_2` | Sell crops and livestock in village | categorical | 2,718 | 39.0% | 2 unique |
| `a28_3` | Sell crops and livestock at local market | categorical | 2,718 | 39.0% | 2 unique |
| `a28_4` | Sell crops and livestock at regional market | categorical | 2,718 | 39.0% | 2 unique |
| `a28_5` | Sell crops and livestock at Other places | categorical | 2,718 | 39.0% | 2 unique |
| `a28_98` | Know where crops and livestock sold at | categorical | 2,718 | 39.0% | 2 unique |
| `a28_oth` | Sell crops and livestock at  Other places (spec... | categorical | 127 | 97.15% | 77 unique |
| `a28_o0` | Sell crops and livestock at  Other places (spec... | numeric | 0 | 100.0% | - |
| `a29_1` | Sell crops and livestock at this location becau... | categorical | 2,650 | 40.53% | 2 unique |
| `a29_2` | Sell crops and livestock at this location becau... | categorical | 2,650 | 40.53% | 2 unique |
| `a29_3` | Sell crops and livestock at this location becau... | categorical | 2,650 | 40.53% | 2 unique |
| `a29_4` | Sell crops and livestock at this location becau... | categorical | 2,650 | 40.53% | 2 unique |
| `a29_5` | Sell crops and livestock at this location for O... | categorical | 2,650 | 40.53% | 2 unique |
| `a29_98` | Know why sell your crops and livestock at this ... | categorical | 2,650 | 40.53% | 2 unique |
| `a29_oth` | Sell crops and livestock at this location for O... | categorical | 136 | 96.95% | 124 unique |
| `a29_o0` | Sell crops and livestock at this location for O... | numeric | 0 | 100.0% | - |
| `a30` | Get current market price for crops and livestoc... | categorical | 2,718 | 39.0% | 3 unique |
| `a31_1` | Reason do not get current market price - Too fe... | categorical | 973 | 78.16% | 2 unique |
| `a31_2` | Reason do not get current market price -  My cu... | categorical | 973 | 78.16% | 2 unique |
| `a31_3` | Reason do not get current market price -  I hav... | categorical | 973 | 78.16% | 2 unique |
| `a31_4` | Reason do not get current market price -  Corru... | categorical | 973 | 78.16% | 2 unique |
| `a31_5` | Reason do not get current market price-  No acc... | categorical | 973 | 78.16% | 2 unique |
| `a31_6` | Reason do you not get current market price - Po... | categorical | 973 | 78.16% | 2 unique |
| `a31_7` | Reason do not get current market price - Don't ... | categorical | 973 | 78.16% | 2 unique |
| `a31_8` | Reason do not get current market price - Other ... | categorical | 973 | 78.16% | 2 unique |
| `a31_oth` | Reason do not get current market price - Other ... | categorical | 33 | 99.26% | 32 unique |
| `a31_o0` | Reason do not get current market price - Other ... | numeric | 0 | 100.0% | - |
| `a32` | Have a contract to sell any crops or livestock | categorical | 2,718 | 39.0% | 3 unique |
| `a33_1` | Usually get paid by cash for selling | categorical | 2,718 | 39.0% | 2 unique |
| `a33_2` | Usually get paid by check for selling | categorical | 2,718 | 39.0% | 2 unique |
| `a33_4` | Usually get paid by electronic funds transfer f... | categorical | 2,718 | 39.0% | 1 unique |
| `a33_5` | Usually get paid by mobile banking for selling | categorical | 2,718 | 39.0% | 2 unique |
| `a33_6` | Usually get paid  in-kind (crops, labor, etc.) ... | categorical | 2,718 | 39.0% | 2 unique |
| `a33_7` | Usually get paid by prepaid debit card for selling | categorical | 2,718 | 39.0% | 2 unique |
| `a33_8` | Usually get paid  by Other means | categorical | 2,718 | 39.0% | 2 unique |
| `a33_oth` | Usually get paid by Other means (specified) | categorical | 58 | 98.7% | 41 unique |
| `a33_o0` | Usually get paid by Other means (specified) | numeric | 0 | 100.0% | - |
| `a35_1` | Challenges getting crops and livestock to your ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_2` | Challenges getting crops and livestock to your ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_5` | Challenges getting crops and livestock to your ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_6` | Challenges getting crops and livestock to your ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_7` | Challenges getting crops and livestock to your ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_8` | Challenges getting crops and livestock to your ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_9` | Face challenges in getting crops and livestock ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_10` | Face challenges in getting crops and livestock ... | categorical | 2,718 | 39.0% | 2 unique |
| `a35_oth` | Face challenges in getting crops and livestock ... | categorical | 49 | 98.9% | 46 unique |
| `a35_o0` | Face challenges in getting crops and livestock ... | numeric | 0 | 100.0% | - |
| `a36_1` | Grow and trade Maize | categorical | 3,455 | 22.46% | 2 unique |
| `a36_2` | Grow and trade Beans | categorical | 1,730 | 61.18% | 2 unique |
| `a36_3` | Grow and trade Sweet potatoes | categorical | 1,432 | 67.86% | 2 unique |
| `a36_4` | Grow and trade Sorghum | categorical | 953 | 78.61% | 2 unique |
| `a36_5` | Grow and trade  Rice | categorical | 1,043 | 76.59% | 2 unique |
| `a36_6` | Grow and trade Groundnuts | categorical | 1,760 | 60.5% | 2 unique |
| `a36_7` | Grow and trade Cowpea | categorical | 1,499 | 66.36% | 2 unique |
| `a36_8` | Grow and trade Millet | categorical | 305 | 93.16% | 2 unique |
| `a36_9` | Grow and trade Cassava | categorical | 2,309 | 48.18% | 2 unique |
| `a36_10` | Grow and trade Irish potatoes | categorical | 182 | 95.92% | 2 unique |
| `a36_11` | Grow and trade Pigeon pea | categorical | 375 | 91.58% | 2 unique |
| `a36_12` | Grow and trade Bananas | categorical | 681 | 84.72% | 2 unique |
| `a36_13` | Grow and trade Coconut | categorical | 240 | 94.61% | 2 unique |
| `a36_14` | Grow and trade Cotton | categorical | 115 | 97.42% | 2 unique |
| `a36_15` | Grow and trade Sesame | categorical | 435 | 90.24% | 2 unique |
| `a36_16` | Grow and trade Mango | categorical | 276 | 93.81% | 2 unique |
| `a36_17` | Grow and trade Cashew | categorical | 210 | 95.29% | 2 unique |
| `a36_18` | Grow and trade Sugar cane | categorical | 493 | 88.94% | 2 unique |
| `a36_19` | Grow and trade Tobacco | categorical | 128 | 97.13% | 2 unique |
| `a36_20` | Grow and trade Tea | categorical | 12 | 99.73% | 1 unique |
| `a36_21` | Grow and trade Avocado | categorical | 54 | 98.79% | 2 unique |
| `a36_22` | Grow and trade Cocoa | categorical | 2 | 99.96% | 1 unique |
| `a36_23` | Grow and trade Sisal | categorical | 11 | 99.75% | 2 unique |
| `a36_24` | Grow and trade Cloves | categorical | 9 | 99.8% | 2 unique |
| `a36_25` | Grow and trade Coffee | categorical | 5 | 99.89% | 1 unique |
| `a36_26` | Grow and trade Sunflower | categorical | 7 | 99.84% | 2 unique |
| `a36_27` | Grow and trade Tomatoes | categorical | 847 | 80.99% | 2 unique |
| `a36_28` | Grow and trade Onions | categorical | 500 | 88.78% | 2 unique |
| `a36_29` | Which of the following crops that you grow do y... | categorical | 431 | 90.33% | 2 unique |
| `a36_30` | Which of the following crops that you grow do y... | categorical | 94 | 97.89% | 2 unique |
| `a36_31` | Which of the following crops that you grow do y... | categorical | 47 | 98.95% | 2 unique |
| `a36_32` | Grow and trade  crops | categorical | 3,979 | 10.7% | 2 unique |
| `a37` | Crop grown and traded the most | categorical | 1,442 | 67.64% | 26 unique |
| `h1_1` | Generate income from - Earning wages or salary ... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_2` | Generate income from - Earning wages from occas... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_3` | Generate income from running own business in re... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_4` | Generate income from Running own business by pr... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_5` | Generate income from getting a grant, pension, ... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_6` | Generate income from getting money from family ... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_7` | Generate income from growing something and sell... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_8` | Generate income from rearing livestock, poultry... | categorical | 4,456 | 0.0% | 2 unique |
| `h1_9` | Generate income from Other sources | categorical | 4,456 | 0.0% | 2 unique |
| `h1_oth` | Generate income from Other sources (specified) | categorical | 118 | 97.35% | 98 unique |
| `h1_ot0` | Generate income from Other sources (specified) | numeric | 0 | 100.0% | - |
| `h1_ot1` | Generate income from Other sources (specified) | numeric | 0 | 100.0% | - |
| `h1_ot2` | Generate income from Other sources (specified) | numeric | 0 | 100.0% | - |
| `h2a` | Main source of income in the last Month | categorical | 4,456 | 0.0% | 10 unique |
| `h2b` | Main source of income in the last 12 months | categorical | 4,456 | 0.0% | 10 unique |
| `h3` | Most important income source | categorical | 4,456 | 0.0% | 10 unique |
| `h4` | Income source like to get the most | categorical | 4,456 | 0.0% | 10 unique |
| `h5` | Most reliable income source | categorical | 4,456 | 0.0% | 10 unique |
| `h6` | Primary job (i.e., the job where you spend most... | categorical | 4,456 | 0.0% | 6 unique |
| `h6_oth` | Primary job (i.e., the job where you spend most... | categorical | 371 | 91.67% | 167 unique |
| `h6_ot0` | Primary job (i.e., the job where you spend most... | numeric | 0 | 100.0% | - |
| `h7_1` | Secondary or side jobs - Farmer | categorical | 4,456 | 0.0% | 2 unique |
| `h7_2` | Secondary or side jobs-  Professional, i.e., do... | categorical | 4,456 | 0.0% | 2 unique |
| `h7_3` | Secondary or side jobs - Shop owner | categorical | 4,456 | 0.0% | 2 unique |
| `h7_4` | Secondary or side jobs - Business owner | categorical | 4,456 | 0.0% | 2 unique |
| `h7_5` | Secondary or side jobs - Laborer | categorical | 4,456 | 0.0% | 2 unique |
| `h7_6` | Secondary or side jobs - Other | categorical | 4,456 | 0.0% | 2 unique |
| `h7_7` | Have a secondary or side jobs | categorical | 4,456 | 0.0% | 2 unique |
| `h7_oth` | Secondary or side jobs - Other (specified) | categorical | 280 | 93.72% | 187 unique |
| `h7_ot0` | Secondary or side jobs - Other (specified) | numeric | 0 | 100.0% | - |
| `h8` | Frequency main source of income is received | categorical | 4,456 | 0.0% | 7 unique |
| `h9_1` | Other ways to get income - Buy/get agricultural... | categorical | 4,456 | 0.0% | 2 unique |
| `h9_2` | Other ways to get income -  Buy/get agricultura... | categorical | 4,456 | 0.0% | 2 unique |
| `h9_6` | Other ways to get income -  Provide a service t... | categorical | 4,456 | 0.0% | 2 unique |
| `h9_7` | Other ways to get income -  Rent land to farmer... | categorical | 4,456 | 0.0% | 2 unique |
| `h9_8` | Ways to get income - Other | categorical | 4,456 | 0.0% | 2 unique |
| `h9_9` | Get income in other ways | categorical | 4,456 | 0.0% | 2 unique |
| `h9_oth` | Ways to get income - Other (specified) | categorical | 147 | 96.7% | 115 unique |
| `h9_ot0` | Ways to get income - Other (specified) | numeric | 0 | 100.0% | - |
| `h10_1` | Receive income from Government benefits (pensio... | categorical | 4,456 | 0.0% | 2 unique |
| `h10_10` | Receive income from Remittances/monetary or oth... | categorical | 4,456 | 0.0% | 2 unique |
| `h10_13` | Receive income from Other donor/NGO benefits | categorical | 4,456 | 0.0% | 2 unique |
| `h10_14` | Receive income from occasional paid assignments... | categorical | 4,456 | 0.0% | 2 unique |
| `h10_15` | Receive income from occasionally sell my belong... | categorical | 4,456 | 0.0% | 2 unique |
| `h10_17` | Receive income from Other | categorical | 4,456 | 0.0% | 2 unique |
| `h10_oth` | Receive income from Other (specified) | categorical | 2,207 | 50.47% | 367 unique |
| `h10_o0` | Receive income from Other (specified) | numeric | 0 | 100.0% | - |
| `h11_1` | Receive payment from government - Direct deposi... | categorical | 109 | 97.55% | 2 unique |
| `h11_2` | Receive payment from government - Personal pick... | categorical | 109 | 97.55% | 2 unique |
| `h11_3` | Receive payment from government - Personal pick... | categorical | 109 | 97.55% | 2 unique |
| `h11_4` | Receive payment from government - Courier delivery | categorical | 109 | 97.55% | 2 unique |
| `h11_6` | Receive payment from government - Deposit to yo... | categorical | 109 | 97.55% | 2 unique |
| `h11_7` | Receive payment from government - Deposit to an... | categorical | 109 | 97.55% | 2 unique |
| `h11_8` | Receive payment from government - Deposit to an... | categorical | 109 | 97.55% | 1 unique |
| `h11_9` | Receive payment from government - Digital card | categorical | 109 | 97.55% | 2 unique |
| `h11_10` | Receive payment from government - Western Union... | categorical | 109 | 97.55% | 1 unique |
| `h11_11` | Receive payment from government - Other method | categorical | 109 | 97.55% | 2 unique |
| `h11_98` | Receive payment from government - Don’t know ... | categorical | 109 | 97.55% | 2 unique |
| `h11_oth` | Receive  payment from- Other method (specified) | categorical | 4 | 99.91% | 2 unique |
| `h11_o0` | Receive  payment from- Other method (specified) | numeric | 0 | 100.0% | - |
| `h14_1` | How often make expenses for Grocery purchases | categorical | 4,456 | 0.0% | 7 unique |
| `h14_2` | How often make expenses for Transportation | categorical | 4,456 | 0.0% | 7 unique |
| `h14_3` | How often make expenses for Medicine, medical p... | categorical | 4,456 | 0.0% | 7 unique |
| `h14_4` | How often make expenses for  Educational expens... | categorical | 4,456 | 0.0% | 7 unique |
| `h14_5` | How often make expenses for Bills: utility bill... | categorical | 4,456 | 0.0% | 7 unique |
| `h14_6` | How often make expenses for emergency expenses | categorical | 4,456 | 0.0% | 7 unique |
| `h14_7` | How often make expenses for Investment in busin... | categorical | 4,456 | 0.0% | 7 unique |
| `h14_8` | How often make expenses for a large purchase, s... | categorical | 4,456 | 0.0% | 7 unique |
| `h14_9` | How often make expenses for Home repairs | categorical | 4,456 | 0.0% | 7 unique |
| `h14_10` | Frequency of expenses - Other expenses | categorical | 4,456 | 0.0% | 7 unique |
| `h14_oth1` | How often make expenses for Emergency - (specif... | categorical | 1,020 | 77.11% | 367 unique |
| `h14_o3` | How often make expenses for Emergency - (specif... | numeric | 0 | 100.0% | - |
| `h14_o4` | How often make expenses for Emergency - (specif... | numeric | 0 | 100.0% | - |
| `h14_o5` | How often make expenses for Emergency - (specif... | numeric | 0 | 100.0% | - |
| `h14_oth2` | Frequency of expenses -  Other expenses (specif... | categorical | 66 | 98.52% | 44 unique |
| `h14_o0` | Frequency of expenses -  Other expenses (specif... | numeric | 0 | 100.0% | - |
| `h14_o1` | Frequency of expenses -  Other expenses (specif... | numeric | 0 | 100.0% | - |
| `h14_o2` | Frequency of expenses -  Other expenses (specif... | numeric | 0 | 100.0% | - |
| `f62` | Literacy | categorical | 2,435 | 45.35% | 6 unique |
| `f63_1` | Have an official identification - Government-is... | categorical | 4,456 | 0.0% | 2 unique |
| `f63_2` | Have an official identification - Passport | categorical | 4,456 | 0.0% | 2 unique |
| `f63_3` | Have an official identification - Driver’s li... | categorical | 4,456 | 0.0% | 2 unique |
| `f63_4` | Have an official identification - School-issued ID | categorical | 4,456 | 0.0% | 2 unique |
| `f63_5` | Have an official identification - Voters card | categorical | 4,456 | 0.0% | 2 unique |
| `f63_6` | Have an official identification - Ration card | categorical | 4,456 | 0.0% | 2 unique |
| `f63_7` | Have an official identification - Employee ID (... | categorical | 4,456 | 0.0% | 2 unique |
| `f63_8` | Have an official identification - Military ID | categorical | 4,456 | 0.0% | 2 unique |
| `f63_9` | Have an official identification - Birth Certifi... | categorical | 4,456 | 0.0% | 2 unique |
| `f63_10` | Have an official identification - Village/LC ID | categorical | 4,456 | 0.0% | 2 unique |
| `f63_11` | Have an official identification - Other identif... | categorical | 4,456 | 0.0% | 2 unique |
| `f63_oth` | Have an official identification - Other identif... | categorical | 176 | 96.05% | 44 unique |
| `f63_o0` | Have an official identification - Other identif... | numeric | 0 | 100.0% | - |
| `f63_o1` | Have an official identification - Other identif... | numeric | 0 | 100.0% | - |
| `f63_o2` | Have an official identification - Other identif... | numeric | 0 | 100.0% | - |
| `d2` | D2 .Relationship with household head | categorical | 4,456 | 0.0% | 10 unique |
| `d3` | Respondent gender | categorical | 4,456 | 0.0% | 2 unique |
| `d4` | D4 .Marital status | categorical | 4,456 | 0.0% | 6 unique |
| `d5` | D5 .Age (in  years) | numeric | 4,456 | 0.0% | [15-96] |
| `d6` | D6 .Ever attended school | categorical | 4,456 | 0.0% | 2 unique |
| `d7` | D7 .Currently attending school | categorical | 3,133 | 29.69% | 4 unique |
| `d8` | D8 .Highest grade attended | categorical | 3,133 | 29.69% | 14 unique |
| `d9` | D9 .Completed highest grade attended | categorical | 3,133 | 29.69% | 2 unique |
| `d10` | D10 .Contribute to household income | categorical | 4,456 | 0.0% | 1 unique |
| `d11` | D11 .Participate in household's agricultural ac... | categorical | 4,456 | 0.0% | 2 unique |
| `stratum` | Design stratum | categorical | 4,456 | 0.0% | 6 unique |
| `indmul_weight` | Individual Weight | numeric | 4,456 | 0.0% | [0-6] |
| `urb_rur` | Urban-Rural residence | categorical | 4,456 | 0.0% | 2 unique |