# Data Dictionary - UGA

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

## Household Table

- **Rows**: 2,870
- **Columns**: 273

| Column | Description | Type | Non-Null | Null % | Details |
|--------|-------------|------|----------|--------|--------|
| `country_code` | - | categorical | 2,870 | 0.0% | 1 unique |
| `survey_year` | - | numeric | 2,870 | 0.0% | [2015-2015]; vals: [2015] |
| `hhid` | Household ID | numeric | 2,870 | 0.0% | [22678091-23620722] |
| `hh1` | Cluster number | numeric | 2,870 | 0.0% | [1-216] |
| `hh5` | Day / Month / Year of interview | numeric | 2,870 | 0.0% | [13659062400-13661222400] |
| `hh6` | Region: | categorical | 2,870 | 0.0% | 4 unique |
| `hh7` | Province | categorical | 2,870 | 0.0% | 104 unique |
| `d2_1` | HH Member 1_Relationship to the household head | numeric | 2,870 | 0.0% | [1-10] |
| `d2_2` | HH Member 2_Relationship to the household head | numeric | 2,668 | 7.04% | [1-10] |
| `d2_3` | HH Member 3_Relationship to the household head | numeric | 2,400 | 16.38% | [1-10] |
| `d2_4` | HH Member 4_Relationship to the household head | numeric | 2,006 | 30.1% | [1-10] |
| `d2_5` | HH Member 5_Relationship to the household head | numeric | 1,580 | 44.95% | [1-98] |
| `d2_6` | HH Member 6_Relationship to the household head | numeric | 1,174 | 59.09% | [2-10] |
| `d2_7` | HH Member 7_Relationship to the household head | numeric | 783 | 72.72% | [1-10] |
| `d2_8` | HH Member 8_Relationship to the household head | numeric | 495 | 82.75% | [2-10] |
| `d2_9` | HH Member 9_Relationship to the household head | numeric | 293 | 89.79% | [1-10] |
| `d2_10` | HH Member 10_Relationship to the household head | numeric | 180 | 93.73% | [1-10] |
| `d2_11` | HH Member 11_Relationship to the household head | numeric | 104 | 96.38% | [1-10] |
| `d2_12` | HH Member 12_Relationship to the household head | numeric | 59 | 97.94% | [3-9] |
| `d2_13` | HH Member 13_Relationship to the household head | numeric | 37 | 98.71% | [3-9] |
| `d2_14` | HH Member 14_Relationship to the household head | numeric | 27 | 99.06% | [3-9]; vals: [3.0, 4.0, 5.0, 6.0, 9.0] |
| `d2_15` | HH Member 15_Relationship to the household head | numeric | 16 | 99.44% | [2-9]; vals: [2.0, 3.0, 4.0, 5.0, 9.0] |
| `d2_16` | HH Member 16_Relationship to the HoH | numeric | 8 | 99.72% | [3-9]; vals: [3.0, 5.0, 9.0] |
| `d2_17` | HH Member 17_Relationship to the HoH | numeric | 7 | 99.76% | [3-10]; vals: [3.0, 5.0, 10.0] |
| `d2_18` | HH Member 18_Relationship to the HoH | numeric | 3 | 99.9% | [3-10]; vals: [3.0, 5.0, 10.0] |
| `d2_19` | HH Member 19_Relationship to the HoH | numeric | 2 | 99.93% | [3-5]; vals: [3.0, 5.0] |
| `d2_20` | HH Member 20_Relationship to the HoH | numeric | 2 | 99.93% | [3-5]; vals: [3.0, 5.0] |
| `d3_1` | HH Member 1_Gender | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d3_2` | HH Member 2_Gender | numeric | 2,668 | 7.04% | [1-2]; vals: [1.0, 2.0] |
| `d3_3` | HH Member 3_Gender | numeric | 2,400 | 16.38% | [1-2]; vals: [1.0, 2.0] |
| `d3_4` | HH Member 4_Gender | numeric | 2,006 | 30.1% | [1-2]; vals: [1.0, 2.0] |
| `d3_5` | HH Member 5_Gender | numeric | 1,580 | 44.95% | [1-2]; vals: [1.0, 2.0] |
| `d3_6` | HH Member 6_Gender | numeric | 1,174 | 59.09% | [1-2]; vals: [1.0, 2.0] |
| `d3_7` | HH Member 7_Gender | numeric | 783 | 72.72% | [1-2]; vals: [1.0, 2.0] |
| `d3_8` | HH Member 8_Gender | numeric | 495 | 82.75% | [1-2]; vals: [1.0, 2.0] |
| `d3_9` | HH Member 9_Gender | numeric | 293 | 89.79% | [1-2]; vals: [1.0, 2.0] |
| `d3_10` | HH Member 10_Gender | numeric | 180 | 93.73% | [1-2]; vals: [1.0, 2.0] |
| `d3_11` | HH Member 11_Gender | numeric | 104 | 96.38% | [1-2]; vals: [1.0, 2.0] |
| `d3_12` | HH Member 12_Gender | numeric | 59 | 97.94% | [1-2]; vals: [1.0, 2.0] |
| `d3_13` | HH Member 13_Gender | numeric | 37 | 98.71% | [1-2]; vals: [1.0, 2.0] |
| `d3_14` | HH Member 14_Gender | numeric | 27 | 99.06% | [1-2]; vals: [1.0, 2.0] |
| `d3_15` | HH Member 15_Gender | numeric | 16 | 99.44% | [1-2]; vals: [1.0, 2.0] |
| `d3_16` | HH Member 16_Gender | numeric | 8 | 99.72% | [1-2]; vals: [1.0, 2.0] |
| `d3_17` | HH Member 17_Gender | numeric | 7 | 99.76% | [1-2]; vals: [1.0, 2.0] |
| `d3_18` | HH Member 18_Gender | numeric | 3 | 99.9% | [1-2]; vals: [1.0, 2.0] |
| `d3_19` | HH Member 19_Gender | numeric | 2 | 99.93% | [1-2]; vals: [1.0, 2.0] |
| `d3_20` | HH Member 20_Gender | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `d4_1` | HH Member 1_Marital Status | numeric | 2,870 | 0.0% | [1-5]; vals: [1, 2, 3, 4, 5] |
| `d4_2` | HH Member 2_Marital Status | numeric | 2,668 | 7.04% | [1-98] |
| `d4_3` | HH Member 3_Marital Status | numeric | 2,400 | 16.38% | [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0] |
| `d4_4` | HH Member 4_Marital Status | numeric | 2,006 | 30.1% | [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0] |
| `d4_5` | HH Member 5_Marital Status | numeric | 1,580 | 44.95% | [1-98]; vals: [1.0, 2.0, 3.0, 5.0, 98.0] |
| `d4_6` | HH Member 6_Marital Status | numeric | 1,174 | 59.09% | [1-4]; vals: [1.0, 2.0, 3.0, 4.0] |
| `d4_7` | HH Member 7_Marital Status | numeric | 783 | 72.72% | [1-4]; vals: [1.0, 2.0, 4.0] |
| `d4_8` | HH Member 8_Marital Status | numeric | 495 | 82.75% | [1-2]; vals: [1.0, 2.0] |
| `d4_9` | HH Member 9_Marital Status | numeric | 293 | 89.79% | [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0] |
| `d4_10` | HH Member 10_Marital Status | numeric | 180 | 93.73% | [1-2]; vals: [1.0, 2.0] |
| `d4_11` | HH Member 11_Marital Status | numeric | 104 | 96.38% | [1-5]; vals: [1.0, 2.0, 4.0, 5.0] |
| `d4_12` | HH Member 12_Marital Status | numeric | 59 | 97.94% | [1-1]; vals: [1.0] |
| `d4_13` | HH Member 13_Marital Status | numeric | 37 | 98.71% | [1-2]; vals: [1.0, 2.0] |
| `d4_14` | HH Member 14_Marital Status | numeric | 27 | 99.06% | [1-1]; vals: [1.0] |
| `d4_15` | HH Member 15_Marital Status | numeric | 16 | 99.44% | [1-2]; vals: [1.0, 2.0] |
| `d4_16` | HH Member 16_Marital Status | numeric | 8 | 99.72% | [1-1]; vals: [1.0] |
| `d4_17` | HH Member 17_Marital Status | numeric | 7 | 99.76% | [1-1]; vals: [1.0] |
| `d4_18` | HH Member 18_Marital Status | numeric | 3 | 99.9% | [1-1]; vals: [1.0] |
| `d4_19` | HH Member 19_Marital Status | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `d4_20` | HH Member 20_Marital Status | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `d5_1` | HH Member 1_Age | numeric | 2,870 | 0.0% | [12-100] |
| `d5_2` | HH Member 2_Age | numeric | 2,668 | 7.04% | [0-96] |
| `d5_3` | HH Member 3_Age | numeric | 2,400 | 16.38% | [0-100] |
| `d5_4` | HH Member 4_Age | numeric | 2,006 | 30.1% | [0-88] |
| `d5_5` | HH Member 5_Age | numeric | 1,580 | 44.95% | [0-70] |
| `d5_6` | HH Member 6_Age | numeric | 1,174 | 59.09% | [0-72] |
| `d5_7` | HH Member 7_Age | numeric | 783 | 72.72% | [0-82] |
| `d5_8` | HH Member 8_Age | numeric | 495 | 82.75% | [0-37] |
| `d5_9` | HH Member 9_Age | numeric | 293 | 89.79% | [0-72] |
| `d5_10` | HH Member 10_Age | numeric | 180 | 93.73% | [0-60] |
| `d5_11` | HH Member 11_Age | numeric | 104 | 96.38% | [0-71] |
| `d5_12` | HH Member 12_Age | numeric | 59 | 97.94% | [0-38] |
| `d5_13` | HH Member 13_Age | numeric | 37 | 98.71% | [1-27] |
| `d5_14` | HH Member 14_Age | numeric | 27 | 99.06% | [1-25] |
| `d5_15` | HH Member 15_Age | numeric | 16 | 99.44% | [1-67] |
| `d5_16` | HH Member 16_Age | numeric | 8 | 99.72% | [2-15] |
| `d5_17` | HH Member 17_Age | numeric | 7 | 99.76% | [1-9]; vals: [1.0, 2.0, 4.0, 7.0, 9.0] |
| `d5_18` | HH Member 18_Age | numeric | 3 | 99.9% | [1-3]; vals: [1.0, 3.0] |
| `d5_19` | HH Member 19_Age | numeric | 2 | 99.93% | [1-7]; vals: [1.0, 7.0] |
| `d5_20` | HH Member 20_Age | numeric | 2 | 99.93% | [2-5]; vals: [2.0, 5.0] |
| `d6_1` | HH Member 1_Ever attended school | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d6_2` | HH Member 2_Ever attended school | numeric | 2,668 | 7.04% | [1-2]; vals: [1.0, 2.0] |
| `d6_3` | HH Member 3_Ever attended school | numeric | 2,400 | 16.38% | [1-2]; vals: [1.0, 2.0] |
| `d6_4` | HH Member 4_Ever attended school | numeric | 2,006 | 30.1% | [1-2]; vals: [1.0, 2.0] |
| `d6_5` | HH Member 5_Ever attended school | numeric | 1,580 | 44.95% | [1-2]; vals: [1.0, 2.0] |
| `d6_6` | HH Member 6_Ever attended school | numeric | 1,174 | 59.09% | [1-2]; vals: [1.0, 2.0] |
| `d6_7` | HH Member 7_Ever attended school | numeric | 783 | 72.72% | [1-2]; vals: [1.0, 2.0] |
| `d6_8` | HH Member 8_Ever attended school | numeric | 495 | 82.75% | [1-2]; vals: [1.0, 2.0] |
| `d6_9` | HH Member 9_Ever attended school | numeric | 293 | 89.79% | [1-2]; vals: [1.0, 2.0] |
| `d6_10` | HH Member 10_Ever attended school | numeric | 180 | 93.73% | [1-2]; vals: [1.0, 2.0] |
| `d6_11` | HH Member 11_Ever attended school | numeric | 104 | 96.38% | [1-2]; vals: [1.0, 2.0] |
| `d6_12` | HH Member 12_Ever attended school | numeric | 59 | 97.94% | [1-2]; vals: [1.0, 2.0] |
| `d6_13` | HH Member 13_Ever attended school | numeric | 37 | 98.71% | [1-2]; vals: [1.0, 2.0] |
| `d6_14` | HH Member 14_Ever attended school | numeric | 27 | 99.06% | [1-2]; vals: [1.0, 2.0] |
| `d6_15` | HH Member 15_Ever attended school | numeric | 16 | 99.44% | [1-2]; vals: [1.0, 2.0] |
| `d6_16` | HH Member 16_Ever attended school | numeric | 8 | 99.72% | [1-2]; vals: [1.0, 2.0] |
| `d6_17` | HH Member 17_Ever attended school | numeric | 7 | 99.76% | [1-2]; vals: [1.0, 2.0] |
| `d6_18` | HH Member 18_Ever attended school | numeric | 3 | 99.9% | [2-2]; vals: [2.0] |
| `d6_19` | HH Member 19_Ever attended school | numeric | 2 | 99.93% | [1-2]; vals: [1.0, 2.0] |
| `d6_20` | HH Member 20_Ever attended school | numeric | 2 | 99.93% | [2-2]; vals: [2.0] |
| `d7_1` | HH Member 1_Currently attending school | numeric | 2,315 | 19.34% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `d7_2` | HH Member 2_Currently attending school | numeric | 2,099 | 26.86% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `d7_3` | HH Member 3_Currently attending school | numeric | 1,913 | 33.34% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_4` | HH Member 4_Currently attending school | numeric | 1,538 | 46.41% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_5` | HH Member 5_Currently attending school | numeric | 1,134 | 60.49% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_6` | HH Member 6_Currently attending school | numeric | 777 | 72.93% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_7` | HH Member 7_Currently attending school | numeric | 486 | 83.07% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_8` | HH Member 8_Currently attending school | numeric | 289 | 89.93% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_9` | HH Member 9_Currently attending school | numeric | 168 | 94.15% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_10` | HH Member 10_Currently attending school | numeric | 100 | 96.52% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_11` | HH Member 11_Currently attending school | numeric | 55 | 98.08% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_12` | HH Member 12_Currently attending school | numeric | 30 | 98.95% | [1-3]; vals: [1.0, 3.0] |
| `d7_13` | HH Member 13_Currently attending school | numeric | 26 | 99.09% | [1-3]; vals: [1.0, 3.0] |
| `d7_14` | HH Member 14_Currently attending school | numeric | 17 | 99.41% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_15` | HH Member 15_Currently attending school | numeric | 10 | 99.65% | [1-3]; vals: [1.0, 2.0, 3.0] |
| `d7_16` | HH Member 16_Currently attending school | numeric | 6 | 99.79% | [1-1]; vals: [1.0] |
| `d7_17` | HH Member 17_Currently attending school | numeric | 5 | 99.83% | [1-1]; vals: [1.0] |
| `d7_18` | HH Member 18_Currently attending school | numeric | 0 | 100.0% | - |
| `d7_19` | HH Member 19_Currently attending school | numeric | 1 | 99.97% | [1-1]; vals: [1.0] |
| `d7_20` | HH Member 20_Currently attending school | numeric | 0 | 100.0% | - |
| `d8_1` | HH Member 1_Highest grade attended | numeric | 2,315 | 19.34% | [2-11] |
| `d8_2` | HH Member 2_Highest grade attended | numeric | 2,099 | 26.86% | [2-11] |
| `d8_3` | HH Member 3_Highest grade attended | numeric | 1,913 | 33.34% | [2-11] |
| `d8_4` | HH Member 4_Highest grade attended | numeric | 1,538 | 46.41% | [2-11] |
| `d8_5` | HH Member 5_Highest grade attended | numeric | 1,134 | 60.49% | [2-11] |
| `d8_6` | HH Member 6_Highest grade attended | numeric | 777 | 72.93% | [2-11] |
| `d8_7` | HH Member 7_Highest grade attended | numeric | 486 | 83.07% | [2-11] |
| `d8_8` | HH Member 8_Highest grade attended | numeric | 289 | 89.93% | [2-11] |
| `d8_9` | HH Member 9_Highest grade attended | numeric | 168 | 94.15% | [2-11] |
| `d8_10` | HH Member 10_Highest grade attended | numeric | 100 | 96.52% | [2-11] |
| `d8_11` | HH Member 11_Highest grade attended | numeric | 55 | 98.08% | [2-9] |
| `d8_12` | HH Member 12_Highest grade attended | numeric | 30 | 98.95% | [2-8]; vals: [2.0, 3.0, 4.0, 5.0, 8.0] |
| `d8_13` | HH Member 13_Highest grade attended | numeric | 26 | 99.09% | [2-6]; vals: [2.0, 3.0, 5.0, 6.0] |
| `d8_14` | HH Member 14_Highest grade attended | numeric | 17 | 99.41% | [2-3]; vals: [2.0, 3.0] |
| `d8_15` | HH Member 15_Highest grade attended | numeric | 10 | 99.65% | [2-6]; vals: [2.0, 3.0, 6.0] |
| `d8_16` | HH Member 16_Highest grade attended | numeric | 6 | 99.79% | [3-3]; vals: [3.0] |
| `d8_17` | HH Member 17_Highest grade attended | numeric | 5 | 99.83% | [3-3]; vals: [3.0] |
| `d8_18` | HH Member 18_Highest grade attended | numeric | 0 | 100.0% | - |
| `d8_19` | HH Member 19_Highest grade attended | numeric | 1 | 99.97% | [3-3]; vals: [3.0] |
| `d8_20` | HH Member 20_Highest grade attended | numeric | 0 | 100.0% | - |
| `d9_1` | HH Member 1_Completed grade | numeric | 2,315 | 19.34% | [1-2]; vals: [1.0, 2.0] |
| `d9_2` | HH Member 2_Completed grade | numeric | 2,099 | 26.86% | [1-2]; vals: [1.0, 2.0] |
| `d9_3` | HH Member 3_Completed grade | numeric | 1,913 | 33.34% | [1-2]; vals: [1.0, 2.0] |
| `d9_4` | HH Member 4_Completed grade | numeric | 1,538 | 46.41% | [1-2]; vals: [1.0, 2.0] |
| `d9_5` | HH Member 5_Completed grade | numeric | 1,134 | 60.49% | [1-2]; vals: [1.0, 2.0] |
| `d9_6` | HH Member 6_Completed grade | numeric | 777 | 72.93% | [1-2]; vals: [1.0, 2.0] |
| `d9_7` | HH Member 7_Completed grade | numeric | 486 | 83.07% | [1-2]; vals: [1.0, 2.0] |
| `d9_8` | HH Member 8_Completed grade | numeric | 289 | 89.93% | [1-2]; vals: [1.0, 2.0] |
| `d9_9` | HH Member 9_Completed grade | numeric | 168 | 94.15% | [1-2]; vals: [1.0, 2.0] |
| `d9_10` | HH Member 10_Completed grade | numeric | 100 | 96.52% | [1-2]; vals: [1.0, 2.0] |
| `d9_11` | HH Member 11_Completed grade | numeric | 55 | 98.08% | [1-2]; vals: [1.0, 2.0] |
| `d9_12` | HH Member 12_Completed grade | numeric | 30 | 98.95% | [1-2]; vals: [1.0, 2.0] |
| `d9_13` | HH Member 13_Completed grade | numeric | 26 | 99.09% | [1-2]; vals: [1.0, 2.0] |
| `d9_14` | HH Member 14_Completed grade | numeric | 17 | 99.41% | [2-2]; vals: [2.0] |
| `d9_15` | HH Member 15_Completed grade | numeric | 10 | 99.65% | [2-2]; vals: [2.0] |
| `d9_16` | HH Member 16_Completed grade | numeric | 6 | 99.79% | [2-2]; vals: [2.0] |
| `d9_17` | HH Member 17_Completed grade | numeric | 5 | 99.83% | [2-2]; vals: [2.0] |
| `d9_18` | HH Member 18_Completed grade | numeric | 0 | 100.0% | - |
| `d9_19` | HH Member 19_Completed grade | numeric | 1 | 99.97% | [2-2]; vals: [2.0] |
| `d9_20` | HH Member 20_Completed grade | numeric | 0 | 100.0% | - |
| `d10_1` | HH Member 1_Contributes to the HH income | numeric | 2,869 | 0.03% | [1-2]; vals: [1.0, 2.0] |
| `d10_2` | HH Member 2_Contributes to the HH income | numeric | 2,371 | 17.39% | [1-2]; vals: [1.0, 2.0] |
| `d10_3` | HH Member 3_Contributes to the HH income | numeric | 948 | 66.97% | [1-2]; vals: [1.0, 2.0] |
| `d10_4` | HH Member 4_Contributes to the HH income | numeric | 497 | 82.68% | [1-2]; vals: [1.0, 2.0] |
| `d10_5` | HH Member 5_Contributes to the HH income | numeric | 232 | 91.92% | [1-2]; vals: [1.0, 2.0] |
| `d10_6` | HH Member 6_Contributes to the HH income | numeric | 105 | 96.34% | [1-2]; vals: [1.0, 2.0] |
| `d10_7` | HH Member 7_Contributes to the HH income | numeric | 69 | 97.6% | [1-2]; vals: [1.0, 2.0] |
| `d10_8` | HH Member 8_Contributes to the HH income | numeric | 42 | 98.54% | [1-2]; vals: [1.0, 2.0] |
| `d10_9` | HH Member 9_Contributes to the HH income | numeric | 35 | 98.78% | [1-2]; vals: [1.0, 2.0] |
| `d10_10` | HH Member 10_Contributes to the HH income | numeric | 22 | 99.23% | [1-2]; vals: [1.0, 2.0] |
| `d10_11` | HH Member 11_Contributes to the HH income | numeric | 15 | 99.48% | [1-2]; vals: [1.0, 2.0] |
| `d10_12` | HH Member 12_Contributes to the HH income | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `d10_13` | HH Member 13_Contributes to the HH income | numeric | 5 | 99.83% | [1-2]; vals: [1.0, 2.0] |
| `d10_14` | HH Member 14_Contributes to the HH income | numeric | 2 | 99.93% | [1-2]; vals: [1.0, 2.0] |
| `d10_15` | HH Member 15_Contributes to the HH income | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `d10_16` | HH Member 16_Contributes to the HH income | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `d10_17` | HH Member 17_Contributes to the HH income | numeric | 0 | 100.0% | - |
| `d10_18` | HH Member 18_Contributes to the HH income | numeric | 0 | 100.0% | - |
| `d10_19` | HH Member 19_Contributes to the HH income | numeric | 0 | 100.0% | - |
| `d10_20` | HH Member 20_Contributes to the HH income | numeric | 0 | 100.0% | - |
| `d11_1` | HH Member 1_Participates in the HH's agricultur... | numeric | 2,869 | 0.03% | [1-2]; vals: [1.0, 2.0] |
| `d11_2` | HH Member 2_Participates in the HH's agricultur... | numeric | 2,371 | 17.39% | [1-2]; vals: [1.0, 2.0] |
| `d11_3` | HH Member 3_Participates in the HH's agricultur... | numeric | 948 | 66.97% | [1-2]; vals: [1.0, 2.0] |
| `d11_4` | HH Member 4_Participates in the HH's agricultur... | numeric | 497 | 82.68% | [1-2]; vals: [1.0, 2.0] |
| `d11_5` | HH Member 5_Participates in the HH's agricultur... | numeric | 232 | 91.92% | [1-2]; vals: [1.0, 2.0] |
| `d11_6` | HH Member 6_Participates in the HH's agricultur... | numeric | 105 | 96.34% | [1-2]; vals: [1.0, 2.0] |
| `d11_7` | HH Member 7_Participates in the HH's agricultur... | numeric | 69 | 97.6% | [1-2]; vals: [1.0, 2.0] |
| `d11_8` | HH Member 8_Participates in the HH's agricultur... | numeric | 42 | 98.54% | [1-2]; vals: [1.0, 2.0] |
| `d11_9` | HH Member 9_Participates in the HH's agricultur... | numeric | 35 | 98.78% | [1-2]; vals: [1.0, 2.0] |
| `d11_10` | HH Member 10_Participates in the HH's agricultu... | numeric | 22 | 99.23% | [1-2]; vals: [1.0, 2.0] |
| `d11_11` | HH Member 11_Participates in the HH's agricultu... | numeric | 15 | 99.48% | [1-2]; vals: [1.0, 2.0] |
| `d11_12` | HH Member 12_Participates in the HH's agricultu... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `d11_13` | HH Member 13_Participates in the HH's agricultu... | numeric | 5 | 99.83% | [1-2]; vals: [1.0, 2.0] |
| `d11_14` | HH Member 14_Participates in the HH's agricultu... | numeric | 2 | 99.93% | [1-2]; vals: [1.0, 2.0] |
| `d11_15` | HH Member 15_Participates in the HH's agricultu... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `d11_16` | HH Member 16_Participates in the HH's agricultu... | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `d11_17` | HH Member 17_Participates in the HH's agricultu... | numeric | 0 | 100.0% | - |
| `d11_18` | HH Member 18_Participates in the HH's agricultu... | numeric | 0 | 100.0% | - |
| `d11_19` | HH Member 19_Participates in the HH's agricultu... | numeric | 0 | 100.0% | - |
| `d11_20` | HH Member 20_Participates in the HH's agricultu... | numeric | 0 | 100.0% | - |
| `d12_1` | HH Member 1_Eligible for the Individual HH memb... | numeric | 2,869 | 0.03% | [1-2]; vals: [1.0, 2.0] |
| `d12_2` | HH Member 2_Eligible for the Individual HH memb... | numeric | 2,371 | 17.39% | [1-2]; vals: [1.0, 2.0] |
| `d12_3` | HH Member 3_Eligible for the Individual HH memb... | numeric | 948 | 66.97% | [1-2]; vals: [1.0, 2.0] |
| `d12_4` | HH Member 4_Eligible for the Individual HH memb... | numeric | 497 | 82.68% | [1-2]; vals: [1.0, 2.0] |
| `d12_5` | HH Member 5_Eligible for the Individual HH memb... | numeric | 232 | 91.92% | [1-2]; vals: [1.0, 2.0] |
| `d12_6` | HH Member 6_Eligible for the Individual HH memb... | numeric | 105 | 96.34% | [1-2]; vals: [1.0, 2.0] |
| `d12_7` | HH Member 7_Eligible for the Individual HH memb... | numeric | 69 | 97.6% | [1-2]; vals: [1.0, 2.0] |
| `d12_8` | HH Member 8_Eligible for the Individual HH memb... | numeric | 42 | 98.54% | [1-2]; vals: [1.0, 2.0] |
| `d12_9` | HH Member 9_Eligible for the Individual HH memb... | numeric | 35 | 98.78% | [1-2]; vals: [1.0, 2.0] |
| `d12_10` | HH Member 10_Eligible for the Individual HH mem... | numeric | 22 | 99.23% | [1-2]; vals: [1.0, 2.0] |
| `d12_11` | HH Member 11_Eligible for the Individual HH mem... | numeric | 15 | 99.48% | [1-2]; vals: [1.0, 2.0] |
| `d12_12` | HH Member 12_Eligible for the Individual HH mem... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `d12_13` | HH Member 13_Eligible for the Individual HH mem... | numeric | 5 | 99.83% | [1-2]; vals: [1.0, 2.0] |
| `d12_14` | HH Member 14_Eligible for the Individual HH mem... | numeric | 2 | 99.93% | [1-2]; vals: [1.0, 2.0] |
| `d12_15` | HH Member 15_Eligible for the Individual HH mem... | numeric | 4 | 99.86% | [1-1]; vals: [1.0] |
| `d12_16` | HH Member 16_Eligible for the Individual HH mem... | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `d12_17` | HH Member 17_Eligible for the Individual HH mem... | numeric | 0 | 100.0% | - |
| `d12_18` | HH Member 18_Eligible for the Individual HH mem... | numeric | 0 | 100.0% | - |
| `d12_19` | HH Member 19_Eligible for the Individual HH mem... | numeric | 0 | 100.0% | - |
| `d12_20` | HH Member 20_Eligible for the Individual HH mem... | numeric | 0 | 100.0% | - |
| `d14` | Main language spoken in the household | categorical | 2,870 | 0.0% | 244 unique |
| `d15` | Household's smallest source of income | numeric | 2,870 | 0.0% | [1-98] |
| `d15_oth` | What is your household's smallest source of inc... | categorical | 133 | 95.37% | 88 unique |
| `d17` | Household's largest source of income | numeric | 2,870 | 0.0% | [1-98] |
| `d17_oth` | What is your household's largest source of inco... | categorical | 101 | 96.48% | 78 unique |
| `d19` | Monthly minimum amount for household's survival... | numeric | 2,870 | 0.0% | [98-15000000] |
| `d20` | Family's current financial situation | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 3, 4, 5, 98] |
| `d21` | Household's average monthly income (Metical) | numeric | 2,870 | 0.0% | [98-25000000] |
| `d22_1` | Decision maker for planting time | numeric | 2,870 | 0.0% | [1-98] |
| `d22_2` | Decision maker for purchase of farm inputs | numeric | 2,870 | 0.0% | [1-98] |
| `d22_3` | Decision maker for when to harvest | numeric | 2,870 | 0.0% | [1-98] |
| `d22_4` | Decision maker for quantity of crops to sell | numeric | 2,870 | 0.0% | [1-98] |
| `d22_5` | Decision maker for when and where to sell crops | numeric | 2,870 | 0.0% | [1-98] |
| `d22_6` | Decision maker for where to borrow money to sup... | numeric | 2,870 | 0.0% | [1-98] |
| `d22_7` | Decision maker for when to sell livestock | numeric | 2,870 | 0.0% | [1-98] |
| `d22_8` | Generally, who makes decisions on the following... | numeric | 2,870 | 0.0% | [1-98] |
| `d23_1` | Importance for household to have a bank account... | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `d23_2` | Importance for household to have a mobile phone | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `d23_3` | Importance for household to have a mobile money... | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `d23_4` | Importance for household to have insurance | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `d23_5` | Important for household to have a savings account | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `d23_6` | Importance for household to have credit | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `d24` | Number of household members who own a mobile phone | numeric | 2,870 | 0.0% | [0-15] |
| `d25` | Main material of the floor (excluding kitchen a... | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d26` | Main material of the walls of the residence | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d27` | Toilet arrangement used by the household | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d28` | Main source of energy for lighting in the resid... | numeric | 2,870 | 0.0% | [1-4]; vals: [1, 2, 3, 4] |
| `d29` | Whether household has a non-electric or electri... | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d31` | Whether household has a radio, stereo system, o... | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `d34` | HH Member 4_Gender | numeric | 2,869 | 0.03% | [1-99]; vals: [1.0, 2.0, 3.0, 99.0] |
| `hh10` | Total number of household members: | numeric | 2,870 | 0.0% | [1-20] |
| `hh11` | Number of eligible household members: | numeric | 2,870 | 0.0% | [1-10] |
| `stratum` | Design strata | numeric | 2,870 | 0.0% | [1-8] |
| `urb_rur` | Urban/Rural Residence | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `ppi_score` | PPI SCORE | numeric | 2,870 | 0.0% | [0-93] |
| `ppi_prob` | PPI probability $2.5/day | numeric | 2,870 | 0.0% | [0-100] |
| `ppi_cutoff` | Poverty line of $2.5/day | numeric | 2,870 | 0.0% | [0-1]; vals: [0, 1] |
| `hhweight` | Household weight | numeric | 2,870 | 0.0% | [0-3] |
| `head_gender` | Gender of household head | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `head_marry` | - | numeric | 2,870 | 0.0% | [1-3]; vals: [1, 2, 3] |
| `head_agegrp` | - | numeric | 2,870 | 0.0% | [2-6]; vals: [2, 3, 4, 5, 6] |
| `head_ever_attended` | - | numeric | 2,870 | 0.0% | [1-2]; vals: [1, 2] |
| `head_currently_attending` | - | numeric | 2,870 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `head_highest_edu` | - | numeric | 2,327 | 18.92% | [2-11] |
| `head_edu_complete` | - | numeric | 2,327 | 18.92% | [1-2]; vals: [1.0, 2.0] |
| `head_edu` | - | numeric | 2,870 | 0.0% | [-1-11] |

## Single Table

- **Rows**: 2,771
- **Columns**: 950

| Column | Description | Type | Non-Null | Null % | Details |
|--------|-------------|------|----------|--------|--------|
| `country_code` | - | categorical | 2,771 | 0.0% | 1 unique |
| `survey_year` | - | numeric | 2,771 | 0.0% | [2015-2015]; vals: [2015] |
| `hhid` | Household ID | numeric | 2,771 | 0.0% | [22678446-23620722] |
| `i1` | CGAP cluster number: | numeric | 2,771 | 0.0% | [1-216] |
| `i7` | Day / Month / Year of interview: | numeric | 2,771 | 0.0% | [13659062400-13661222400] |
| `i8` | Region | categorical | 2,771 | 0.0% | 4 unique |
| `i9` | District | categorical | 2,771 | 0.0% | 104 unique |
| `a99` | Participate in household’s agricultural activities | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `a38` | Number of years in farming | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 4.0, 98.0] |
| `a39` | Intend to keep working in agriculture | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a40` | What makes less likely to stay in agriculture | categorical | 214 | 92.28% | 190 unique |
| `a41_1` | I enjoy agriculture | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_2` | I enjoy agriculture | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_3` | I want to expand my agricultural activities by ... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_4` | I would take full time employment if I were off... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_5` | I am satisfied with what my agricultural activi... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_6` | I regard my agricultural activities as the lega... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_7` | I just work to make ends meet | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a41_8` | I want my children to continue in agriculture | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a42_1` | Member of group or association -  A planting, w... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_2` | Member of group or association -  An exporting ... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_3` | Member of group or association -  Trade union | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_4` | Member of group or association -  Merry go roun... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_5` | Member of group or association -  Women’s group... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_6` | Member of group or association -  Processors group | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_7` | Member of group or association -  Cooperative/P... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_8` | Member of group or association -  Farm implemen... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_9` | Member of group or association -  SACCO | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_10` | Member of group or association -  Other | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a42_oth` | Member of group or association - (Other (specify)) | categorical | 100 | 96.39% | 79 unique |
| `a43_1` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_2` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_3` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_4` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_5` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_6` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_7` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_8` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_9` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_10` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_11` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_12` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_13` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_14` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_15` | Types of services from groups or associations -... | numeric | 796 | 71.27% | [1-2]; vals: [1.0, 2.0] |
| `a43_oth` | Types of services from groups or associations -... | categorical | 67 | 97.58% | 62 unique |
| `a44_1` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_2` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_3` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_4` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_5` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_6` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_7` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_8` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_9` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_10` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_11` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_12` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_13` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_14` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_15` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [1-98] |
| `a44_16` | Use of sources of information for agricultural ... | numeric | 2,296 | 17.14% | [3-98]; vals: [3.0, 4.0, 5.0, 98.0] |
| `a44_oth` | Please record other sources of information for ... | categorical | 5 | 99.82% | 5 unique |
| `a47_1` | Importanceto keep money aside for Fertilizer | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_2` | Importanceto keep money aside for Seeds | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_3` | Importanceto keep money aside for Pesticides | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_4` | Importanceto keep money aside for Equipment | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_5` | Importanceto keep money aside for Fuel | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_6` | Importanceto keep money aside for Hiring staff ... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_7` | Importanceto keep money aside for Security | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_8` | Importanceto keep money aside for For future in... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_9` | Importanceto keep money aside for Crop storage ... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_10` | Importanceto keep money aside for Irrigation | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_11` | Importanceto keep money aside for Transportation | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `a47_oth` | Please record other agricultural need mentioned | categorical | 86 | 96.9% | 55 unique |
| `a48_1` | Currently keep money aside for Fertilizer | numeric | 1,996 | 27.97% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_2` | Currently keep money aside for Seeds | numeric | 2,214 | 20.1% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_3` | Currently keep money aside for Pesticides | numeric | 2,110 | 23.85% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_4` | Currently keep money aside for Equipment | numeric | 1,967 | 29.01% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_5` | Currently keep money aside for Fuel | numeric | 1,268 | 54.24% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_6` | Currently keep money aside for Hiring staff / w... | numeric | 1,739 | 37.24% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_7` | Currently keep money aside for Security | numeric | 1,485 | 46.41% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_8` | Currently keep money aside for Future investmen... | numeric | 1,968 | 28.98% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_9` | Currently keep money aside for Crop storage aft... | numeric | 1,994 | 28.04% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_10` | Currently keep money aside for Irrigation | numeric | 1,374 | 50.42% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a48_11` | Currently keep money aside for Transportation | numeric | 20 | 99.28% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_1` | Want to keep money aside for Fertilizer | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_2` | Want to keep money aside for Seeds | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_3` | Want to keep money aside for Pesticides | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_4` | Want to keep money aside for Equipment | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_5` | Want to keep money aside for Fuel | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_6` | Want to keep money aside for Hiring staff / wor... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_7` | Want to keep money aside for Security | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_8` | Want to keep money aside for For future investm... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_9` | Want to keep money aside for Crop storage after... | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_10` | Want to keep money aside for Irrigation | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_11` | Want to keep money aside for Transportation | numeric | 2,296 | 17.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `a49_oth` | Want to keep money aside for Other agricultural... | categorical | 21 | 99.24% | 16 unique |
| `a52` | Currently store any crops after harvest | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a53_1` | Normally store Maize | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_2` | Normally store Paddy | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_3` | Normally store Sorghum | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_4` | Normally store Bulrush millet | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_5` | Normally store Finger millet | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_6` | Normally store Cassava | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_7` | Normally store Sweet potatoes | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_8` | Normally store Irish potatoes | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_9` | Normally store Beans | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_10` | Normally store Cowpeas | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_11` | Normally store Pigeon peas | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_12` | Normally store Sunflower | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_13` | Normally store Simsim | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_14` | Normally store Groundnuts | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_15` | Normally store Tomatoes | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_16` | Normally store Cabbage | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_17` | Normally store Onions | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_18` | Normally store Amaranth | numeric | 1,633 | 41.07% | [2-2]; vals: [2.0] |
| `a53_19` | Normally store Cashew nut | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_20` | Normally store Banana | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_21` | Normally store Cotton | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_22` | Normally store Tobacco | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_23` | Normally store Pyrethrum | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_24` | Normally store Coffee | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_25` | Normally store Coconut | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a53_26` | Normally store Orange | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a55` | Where crops stored | categorical | 1,633 | 41.07% | 394 unique |
| `a56_1` | Reason to store crops -  I am waiting for the p... | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_2` | Reason to store crops -  Storage is good way to... | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_3` | Reason to store crops -  So my family can have ... | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_4` | Reason to store crops -  I store so I can pay f... | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_5` | Reason to store crops -  I store for another ma... | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_6` | Reason to store crops -  I store it so we can c... | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_7` | Reason to store crops -  Other | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_8` | Reason to store crops -  Don’t know | numeric | 1,633 | 41.07% | [1-2]; vals: [1.0, 2.0] |
| `a56_oth` | Reason to store crops  (Other (specify)) | categorical | 170 | 93.87% | 120 unique |
| `a57_1` | Reason for not currently storing crops -  There... | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_2` | Reason for not currently storing crops -  Stora... | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_3` | Reason for not currently storing crops -  There... | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_4` | Reason for not currently storing crops -  It is... | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_5` | Reason for not currently storing crops -  I nee... | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_6` | Reason for not currently storing crops -  Other | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_7` | Reason for not currently storing crops -  Don’t... | numeric | 663 | 76.07% | [1-2]; vals: [1.0, 2.0] |
| `a57_oth` | Reason for not currently storing crops -  (Othe... | categorical | 53 | 98.09% | 52 unique |
| `a58` | Have ever purchased livestock as an investment | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a59` | Currently have livestock that are investments | numeric | 1,072 | 61.31% | [1-2]; vals: [1.0, 2.0] |
| `a60` | Most significant risk to your agricultural acti... | numeric | 2,296 | 17.14% | [1-98] |
| `a60_oth` | Most significant risk to your agricultural acti... | categorical | 38 | 98.63% | 33 unique |
| `a61_1` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_2` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_3` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_4` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_5` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_6` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_7` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_8` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_9` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a61_10` | Agricultural activities been seriously affected... | numeric | 2,296 | 17.14% | [1-2]; vals: [1.0, 2.0] |
| `a62_1` | Way mainly coped with Weather - related event (... | numeric | 1,810 | 34.68% | [1-98] |
| `a62_2` | Way mainly coped with Pests / diseases | numeric | 1,759 | 36.52% | [1-98] |
| `a62_3` | Way mainly coped with Accident (e.g. fire) or t... | numeric | 331 | 88.05% | [1-98] |
| `a62_4` | Way mainly coped with Unexpected price fluctuat... | numeric | 812 | 70.7% | [1-98] |
| `a62_5` | Way mainly coped with Unexpected price fluctuat... | numeric | 475 | 82.86% | [1-98] |
| `a62_6` | Way mainly coped with Contracts not being honored | numeric | 18 | 99.35% | [1-98]; vals: [1.0, 4.0, 8.0, 9.0, 98.0] |
| `a62_7` | Way mainly coped with Market downturn / crops o... | numeric | 140 | 94.95% | [1-98] |
| `a62_8` | Way mainly coped with Breakdown of equipment | numeric | 119 | 95.71% | [1-98] |
| `a62_9` | Way mainly coped with Health (your own, your fa... | numeric | 424 | 84.7% | [1-98] |
| `h16_1` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_2` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_3` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_4` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_5` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_6` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_7` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_8` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_9` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_10` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_11` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_12` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_13` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h16_14` | For financial or income - related advice I talk... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h17_1` | Importance for household to save money for a fu... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h17_2` | Importance for household to save money for an u... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h17_3` | Importance for household to save money for regu... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h17_4` | Importance for household to save money for scho... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h18` | What the household needs to save for the most | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 4, 98] |
| `h19_1` | Importance for household to save money at a fin... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h19_2` | Importance for household to save money with an ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h19_3` | Importance for household to save money at home | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h19_4` | Importance for household to save money on a mob... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h21_1` | Importance for household to invest money in a f... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h21_2` | Importance for household to invest money in a h... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h21_3` | Importance for household to invest money in a f... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h22` | What the household needs to do the most | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h23_1` | In the past 12 months, saved money with Bank or... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_2` | In the past 12 months, saved money with Microfi... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_3` | In the past 12 months, saved money with SACCO | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_4` | In the past 12 months, saved money with Coopera... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_5` | In the past 12 months, saved money with Merry g... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_6` | In the past 12 months, saved money with VSLAs | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_7` | In the past 12 months, saved money with Friends... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h23_oth` | In the past 12 months, saved money with Other g... | categorical | 118 | 95.74% | 77 unique |
| `h24` | Would make most likely to save money with a ban... | numeric | 2,771 | 0.0% | [1-98] |
| `h24_oth` | Would make most likely to save money with a ban... | categorical | 153 | 94.48% | 144 unique |
| `h25_1` | Could get extra money for emergency through rel... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h25_2` | In the past 4 weeks, anyone in household skippe... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h25_3` | In the past 4 weeks, house has been unlit at ni... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h25_4` | In the past 12 months, the household head misse... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h25_5` | Family receives income (upkeep money or regular... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_1` | When my money is in an account, it is constantl... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_2` | I like to store money somewhere for a specific ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_3` | I like to save my money in case of an emergency | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_4` | I like to store my money somewhere I trust | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_5` | I like to save my money in an account because i... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_6` | Storing my money somewhere is easier than savin... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h26_7` | I need to be able to access my money immediately | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h27` | Possibility to come up with 100,000 shillings w... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `h28` | Main source of money for 100,000 shillings with... | numeric | 1,480 | 46.59% | [1-98] |
| `h28_oth` | Main source of money for 100,000 shillings with... | categorical | 131 | 95.27% | 114 unique |
| `h30_1` | I spend less money than I make each month | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 4, 98] |
| `h30_2` | I have an emergency fund to cover for unplanned... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 4, 98] |
| `h30_3` | Pay my bills on time | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 4, 98] |
| `h30_4` | Savings are larger than debts | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 4, 98] |
| `h31_1` | Have An insurance plan | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h31_2` | Have A living will; I know what will happen to ... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h31_3` | Have A retirement plan (employer provided or pe... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h31_4` | Have A savings plan | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h31_5` | Have An investment | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h31_6` | Have any of the above | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h32_1` | Have Medical insurance | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_2` | Have Life insurance | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_3` | Have Car insurance | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_4` | Have Have insurance for Agriculture | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_5` | Have insurance for House/property | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_6` | Have insurance for Unemployment/income protection | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_7` | Have Livestock insurance | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_8` | Have Funeral insurance | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_9` | Have Other type of insurance | numeric | 116 | 95.81% | [1-2]; vals: [1.0, 2.0] |
| `h32_oth` | Have Other type of insurance (Other specified) | categorical | 1 | 99.96% | 1 unique |
| `h33` | Insurance household needs the most | numeric | 2,771 | 0.0% | [1-98] |
| `h33_oth` | Insurance household needs the most (Other speci... | categorical | 39 | 98.59% | 15 unique |
| `h34_1` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h34_2` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h34_3` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h34_4` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h34_5` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h34_6` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h34_7` | Family has a plan to manage unexpected expenses... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h35_1` | In the past 12 months, experienced Medical emer... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_2` | In the past 12 months, experienced Death of a f... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_3` | In the past 12 months, experienced Income lost ... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_4` | In the past 12 months, experienced Loss of job | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_5` | In the past 12 months, experienced Loss of wage... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_6` | In the past 12 months, experienced Wedding or m... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_7` | In the past 12 months, experienced Housing repa... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_8` | In the past 12 months, experienced Relocation | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_9` | In the past 12 months, experienced Birth of a f... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h35_10` | In the past 12 months, experienced Crop failure | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `h37_1` | My life is determined by my own actions. | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_2` | I can mostly determine what will happen in my l... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_3` | I only focus on the short - term. | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_4` | I live more for the present day than for tomorrow. | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_5` | The future will take care of itself. | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_6` | When I get what I want, it is usually because I... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_7` | My experience in my life has been that what is ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h37_8` | I feel like what happens in my life is mostly d... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_1` | I always work hard to be among the best at what... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_2` | I do things after giving them much thought | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_3` | It is not always wise for me to plan too far ah... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_4` | I am impulsive | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_5` | I say things before I think them through | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_6` | I always look for opportunities for improving m... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h38_7` | I have many aspirations | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 98] |
| `h39_1` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-32] |
| `h39_2` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-30] |
| `h39_3` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-70] |
| `h39_4` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-20] |
| `h39_5` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-30] |
| `h39_6` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-15] |
| `h39_7` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-30] |
| `h39_8` | In the past 30 days (1 month), number of times ... | numeric | 2,771 | 0.0% | [0-4]; vals: [0, 1, 3, 4] |
| `h39_oth` | In the past 30 days (1 month), Other activities... | categorical | 6 | 99.78% | 6 unique |
| `h40_1` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-90] |
| `h40_2` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-90] |
| `h40_3` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-100] |
| `h40_4` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-50] |
| `h40_5` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-90] |
| `h40_6` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-35] |
| `h40_7` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-90] |
| `h40_8` | In the past 90 days (3 months) number of times ... | numeric | 2,771 | 0.0% | [0-30] |
| `h40_oth` | In the past 90 days (3 months) number of times ... | categorical | 12 | 99.57% | 11 unique |
| `h41_1` | Most frequently used delivery method: Deposit m... | numeric | 869 | 68.64% | [1-13] |
| `h41_1_oth` | Most frequently used delivery method: Deposit m... | categorical | 8 | 99.71% | 8 unique |
| `h41_2` | Most frequently used delivery method: Withdraw ... | numeric | 821 | 70.37% | [1-13] |
| `h41_2_oth` | Most frequently used delivery method: Withdraw ... | categorical | 4 | 99.86% | 4 unique |
| `h41_3` | Most frequently used delivery method: Buy airti... | numeric | 1,240 | 55.25% | [1-13] |
| `h41_3_oth` | Most frequently used delivery method: Buy airti... | categorical | 46 | 98.34% | 29 unique |
| `h41_4` | Most frequently used delivery method: Pay a sch... | numeric | 1,238 | 55.32% | [1-13] |
| `h41_4_oth` | Most frequently used delivery method: Pay a sch... | categorical | 32 | 98.85% | 19 unique |
| `h41_5` | Most frequently used delivery method: Pay utili... | numeric | 318 | 88.52% | [1-13] |
| `h41_5_oth` | Most frequently used delivery method: Pay utili... | categorical | 6 | 99.78% | 6 unique |
| `h41_6` | Most frequently used delivery method: Send mone... | numeric | 695 | 74.92% | [1-13] |
| `h41_6_oth` | Most frequently used delivery method: Send mone... | categorical | 3 | 99.89% | 3 unique |
| `h41_7` | Most frequently used delivery method: Receive m... | numeric | 836 | 69.83% | [1-13] |
| `h41_7_oth` | Most frequently used delivery method: Receive m... | categorical | 6 | 99.78% | 6 unique |
| `h41_8` | Most frequently used delivery method: Take a loan | numeric | 12 | 99.57% | [2-12]; vals: [2.0, 6.0, 7.0, 12.0] |
| `m1` | Ever used a mobile phone | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m2` | Interest in using a mobile phone | numeric | 667 | 75.93% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `m3_1` | Type of phone used: Basic phone (no internet ca... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m3_2` | Type of phone used: Feature phone (basic phone ... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m3_3` | Type of phone used: Smartphone (touch screen) | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m3_4` | Type of phone used: Don’t know | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m4` | Currently own a personal mobile phone | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m5` | Number of mobile phones own | numeric | 1,447 | 47.78% | [1-98] |
| `m6_1` | Type of phone(s) own -  First phone | numeric | 1,447 | 47.78% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `m6_2` | Type of phone(s) own -  Second phone | numeric | 132 | 95.24% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `m6_3` | Type of phone(s) own -  Third phone | numeric | 24 | 99.13% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `m7` | Borrow or pay to use a mobile phone elsewhere | numeric | 657 | 76.29% | [1-2]; vals: [1.0, 2.0] |
| `m8` | Main reason for not having a mobile phone | numeric | 657 | 76.29% | [1-98] |
| `m8_oth` | Main reason for not having a mobile phone_[Othe... | categorical | 102 | 96.32% | 90 unique |
| `m9` | Likelihood to purchase a mobile phone in the ne... | numeric | 657 | 76.29% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `m10` | Have an active/working SIM card registered in y... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m11_1` | Number of active / working SIM cards with Vodacom | numeric | 1,540 | 44.42% | [0-14] |
| `m11_2` | Number of active / working SIM cards with Airtel | numeric | 1,540 | 44.42% | [0-10]; vals: [0.0, 1.0, 2.0, 3.0, 10.0] |
| `m11_3` | Number of active / working SIM cards with Tigo | numeric | 1,540 | 44.42% | [0-3]; vals: [0.0, 1.0, 3.0] |
| `m11_4` | Number of active / working SIM cards with ZANTEL | numeric | 1,540 | 44.42% | [0-8]; vals: [0.0, 1.0, 2.0, 8.0] |
| `m11_5` | Number of active / working SIM cards with TTCL | numeric | 1,540 | 44.42% | [0-8]; vals: [0.0, 1.0, 8.0] |
| `m11_6` | Number of active / working SIM cards with Smart | numeric | 1,540 | 44.42% | [0-8]; vals: [0.0, 8.0] |
| `m11_7` | Number of active / working SIM cards with Benso... | numeric | 1,540 | 44.42% | [0-8]; vals: [0.0, 8.0] |
| `m11_8` | Number of active / working SIM cards with Sasatel | numeric | 1,540 | 44.42% | [0-8]; vals: [0.0, 1.0, 8.0] |
| `m11_9` | Number of active / working SIM cards with Other... | numeric | 1,540 | 44.42% | [0-8]; vals: [0.0, 1.0, 3.0, 8.0] |
| `m11_10` | - | numeric | 1,540 | 44.42% | [0-1]; vals: [0.0, 1.0] |
| `m11_11` | - | numeric | 1,540 | 44.42% | [0-2]; vals: [0.0, 1.0, 2.0] |
| `m11_oth` | Number of active / working SIM cards with Other... | categorical | 11 | 99.6% | 6 unique |
| `m12` | Use a SIM card that belongs to somebody else | numeric | 564 | 79.65% | [1-2]; vals: [1.0, 2.0] |
| `m13` | Likelihood to purchase own SIM card in the twel... | numeric | 564 | 79.65% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `m14_1` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_2` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_3` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_4` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_5` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_6` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_7` | Benefits to having own mobile phone or SIM card... | numeric | 2,104 | 24.07% | [1-2]; vals: [1.0, 2.0] |
| `m14_oth` | Benefits to having own mobile phone or SIM card... | categorical | 40 | 98.56% | 40 unique |
| `m15` | Having a mobile phone is important | numeric | 2,104 | 24.07% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m16_1` | Last time performed on the mobile phone: Made/r... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_2` | Last time performed on the mobile phone: Sent/r... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_3` | Last time performed on the mobile phone: Used/b... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_4` | Last time performed on the mobile phone: Downlo... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_5` | Last time performed on the mobile phone: Made a... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_6` | Last time performed on the mobile phone: Used “... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_7` | Last time performed on the mobile phone: Used F... | numeric | 2,104 | 24.07% | [1-98] |
| `m16_8` | Last time performed on the mobile phone: Took a... | numeric | 2,104 | 24.07% | [1-98] |
| `m19_1` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_2` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_3` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_4` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_5` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_6` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_7` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_8` | Importance for household’s agricultural activit... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `m19_oth` | Importance for household’s agricultural activit... | categorical | 21 | 99.24% | 5 unique |
| `m20_1` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_2` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_3` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_4` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_5` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_6` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_7` | Currently have for agricultural activities: Abi... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_8` | Currently have for agricultural activities: Oth... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `m20_oth` | Currently have for agricultural activities: oth... | categorical | 3 | 99.89% | 3 unique |
| `m21_1` | Want to have for agricultural activities: Abili... | numeric | 2,662 | 3.93% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_2` | Want to have for agricultural activities: Abili... | numeric | 2,656 | 4.15% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_3` | Want to have for agricultural activities: Abili... | numeric | 2,660 | 4.01% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_4` | Want to have for agricultural activities: Abili... | numeric | 2,701 | 2.53% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_5` | Want to have for agricultural activities: Abili... | numeric | 2,553 | 7.87% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_6` | Want to have for agricultural activities: Abili... | numeric | 2,253 | 18.69% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_7` | Want to have for agricultural activities: Abili... | numeric | 2,379 | 14.15% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_8` | Want to have for agricultural activities: Other... | numeric | 2,767 | 0.14% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `m21_oth` | Want to have for agricultural activities: Other... | categorical | 23 | 99.17% | 12 unique |
| `f1_1` | Importance to have for agricultural activities:... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f1_2` | Importance to have for agricultural activities:... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f1_3` | Importance to have for agricultural activities:... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f1_4` | Importance to have for agricultural activities:... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f1_5` | Importance to have for agricultural activities:... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f1_6` | Importance to have for agricultural activities:... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f2` | Have ever been inside a bank | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_1` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_2` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_3` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_4` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_5` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_6` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_7` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_8` | Benefits to having an account at a formal finan... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f3_oth` | Benefits to having a bank account -  Other bene... | categorical | 118 | 95.74% | 96 unique |
| `f4` | Personally have a bank account registered in yo... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f80_1` | Have a bank account at AccessBank Tanzania | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_2` | Have a bank account at Advans Bank Tanzania | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_3` | Have a bank account at Akiba Commercial Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_4` | Have a bank account at Amana Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_5` | Have a bank account at Azania Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_6` | Have a bank account at BancABC | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_7` | Have a bank account at Bank M | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_8` | Have a bank account at Bank of Africa | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_9` | Have a bank account at Bank of Baroda | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_10` | Have a bank account at Barclays Bank Tanzania | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_11` | Have a bank account at Citibank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_12` | Have a bank account at Commercial Bank of Africa | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_13` | Have a bank account at CRDB Bank | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_14` | Have a bank account at DCB Commercial Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_15` | Have a bank account at Diamond Trust Bank Tanzania | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_16` | Have a bank account at Ecobank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_17` | Have a bank account at Equity Bank | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_18` | Have a bank account at Exim Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_19` | Have a bank account at First National Bank of T... | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_20` | Have a bank account at FBME Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_21` | Have a bank account at Habib African Bank | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_22` | Have a bank account at I&M Bank | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_23` | Have a bank account at International Commercial... | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_24` | Have a bank account at Kenya Commercial Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_25` | Have a bank account at Mkombozi Commercial Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_26` | Have a bank account at National Bank of Commerce | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_27` | Have a bank account at National Microfinance Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_28` | Have a bank account at NIC Bank Tanzania | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_29` | Have a bank account at People's Bank of Zanzibar | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_30` | Have a bank account at Stanbic Bank | numeric | 356 | 87.15% | [2-2]; vals: [2.0] |
| `f80_31` | Have a bank account at Standard Chartered Bank | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_32` | Have a bank account at United Bank for Africa | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_33` | Have a bank account at UBL Bank Tanzania Limited | numeric | 356 | 87.15% | [1-2]; vals: [1.0, 2.0] |
| `f80_oth` | Have a bank account at Other bank(specified) | categorical | 13 | 99.53% | 12 unique |
| `f5` | Main reason do not have a bank account | numeric | 2,415 | 12.85% | [1-8] |
| `f6` | Use a bank account that belongs to somebody els... | numeric | 2,415 | 12.85% | [1-2]; vals: [1.0, 2.0] |
| `f7` | Person's bank account most likely used if need to | numeric | 59 | 97.87% | [1-98] |
| `f7_oth` | Other person's bank account most likely used if... | categorical | 20 | 99.28% | 13 unique |
| `f8_1` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_2` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_3` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_4` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_5` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_6` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_7` | Has access to your bank account or the bank acc... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f8_oth` | Has access to your bank account or the bank acc... | categorical | 16 | 99.42% | 14 unique |
| `f9_1` | Service offered by the bank you use: At least o... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f9_2` | Service offered by the bank you use: Only loans | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f9_3` | Service offered by the bank you use: None of th... | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f9_4` | Service offered by the bank you use: Don’t know | numeric | 415 | 85.02% | [1-2]; vals: [1.0, 2.0] |
| `f11` | Last time for a deposit or withdrawal using a b... | numeric | 374 | 86.5% | [1-98] |
| `f12_1` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_2` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_3` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_4` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [2-2]; vals: [2.0] |
| `f12_5` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_6` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_7` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_8` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_9` | When using a bank account for any financial act... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f12_oth` | When using a bank account for any financial act... | categorical | 2 | 99.93% | 2 unique |
| `f13` | Preferred way to use a bank for financial activ... | numeric | 355 | 87.19% | [1-8] |
| `f14_1` | Have ever done using a bank account: Deposit money | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_2` | Have ever done using a bank account: Withdraw m... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_3` | Have ever done using a bank account: Buy airtim... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_4` | Have ever done using a bank account: Pay a scho... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_5` | Have ever done using a bank account: Pay utilit... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_6` | Have ever done using a bank account: Send money... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_7` | Have ever done using a bank account: Receive mo... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_8` | Have ever done using a bank account: Other (spe... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f14_oth` | Have ever done using a bank account: Other acti... | categorical | 5 | 99.82% | 5 unique |
| `f15_1` | Use a bank account for: Pay employees | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_2` | Use a bank account for: Pay suppliers | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_3` | Use a bank account for: Receive payments from c... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_4` | Use a bank account for: Receive payments from s... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_5` | Use a bank account for: Make investment, e.g. b... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_6` | Use a bank account for: Pay business associated... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_7` | Use a bank account for: Pay for agricultural in... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_8` | Use a bank account for: Other (specify) | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_9` | Use a bank account for: I do not use my bank ac... | numeric | 357 | 87.12% | [1-2]; vals: [1.0, 2.0] |
| `f15_oth` | Use a bank account for: Other payments or purch... | categorical | 18 | 99.35% | 15 unique |
| `f16_1` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_2` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_3` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_4` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_5` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_6` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_7` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_8` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_9` | Reason do not use a bank account for any paymen... | numeric | 256 | 90.76% | [1-2]; vals: [1.0, 2.0] |
| `f16_oth` | Reason do not use a bank account for any paymen... | categorical | 8 | 99.71% | 8 unique |
| `f17_1` | Have ever used: Microfinance institution | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f17_2` | Have ever used: SACCO | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f17_3` | Have ever used: Cooperative | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f19_1` | Have an account/membership in your name with: M... | numeric | 84 | 96.97% | [1-2]; vals: [1.0, 2.0] |
| `f19_2` | Have an account/membership in your name with: S... | numeric | 212 | 92.35% | [1-2]; vals: [1.0, 2.0] |
| `f19_3` | Have an account/membership in your name with: C... | numeric | 43 | 98.45% | [1-2]; vals: [1.0, 2.0] |
| `f20_1` | Last time used the account/membership in/with: ... | numeric | 59 | 97.87% | [1-6] |
| `f20_2` | Last time used the account/membership in/with: ... | numeric | 170 | 93.87% | [1-98] |
| `f20_3` | Last time used the account/membership in/with: ... | numeric | 26 | 99.06% | [2-98] |
| `f21_1` | Services your Microfinance institution offers | numeric | 84 | 96.97% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `f21_2` | Services your SACCO offers | numeric | 212 | 92.35% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `f21_3` | Services your Cooperative offers | numeric | 43 | 98.45% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `f81_1` | F81_1.At which microfinance institutions do you... | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_2` | F81_2.At which microfinance institutions do you... | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_3` | F81_3.At which microfinance institutions do you... | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_4` | F81_4.At which microfinance institutions do you... | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_5` | F81_5.At which microfinance institutions do you... | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_6` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_7` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_8` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_9` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_10` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_11` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_12` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_13` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_14` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_15` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_16` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_17` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_18` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_19` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_20` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_21` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_22` | - | numeric | 289 | 89.57% | [2-2]; vals: [2.0] |
| `f81_23` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_24` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_25` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_26` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_27` | - | numeric | 289 | 89.57% | [1-2]; vals: [1.0, 2.0] |
| `f81_oth` | - | categorical | 196 | 92.93% | 182 unique |
| `f22a_1` | Activity ever done using a <Microfinance instit... | numeric | 59 | 97.87% | [1-7]; vals: [1.0, 2.0, 7.0] |
| `f22a_1_oth` | Other activity ever done using a <Microfinance ... | categorical | 6 | 99.78% | 6 unique |
| `f22a_2` | Activity ever done using a <Cooperative> account | numeric | 170 | 93.87% | [1-7]; vals: [1.0, 2.0, 3.0, 5.0, 7.0] |
| `f22a_2_oth` | Other activity ever done using a <Cooperative> ... | categorical | 7 | 99.75% | 7 unique |
| `f22a_3` | Activity ever done using a <Credit union> account | numeric | 26 | 99.06% | [1-7]; vals: [1.0, 2.0, 5.0, 6.0, 7.0] |
| `f22a_3_oth` | Other activity ever done using a <Credit union>... | categorical | 3 | 99.89% | 3 unique |
| `f23_1_1` | Use a <Microfinance institution> account for: P... | numeric | 59 | 97.87% | [1-2]; vals: [1.0, 2.0] |
| `f23_1_2` | Use a <Microfinance institution> account for: P... | numeric | 59 | 97.87% | [1-1]; vals: [1.0] |
| `f23_1_3` | Use a <Microfinance institution> account for: R... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_4` | Use a <Microfinance institution> account for: R... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_5` | Use a <Microfinance institution> account for: M... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_6` | Use a <Microfinance institution> account for: P... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_7` | Use a <Microfinance institution> account for: P... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_8` | Use a <Microfinance institution> account for: O... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_9` | Use a <Microfinance institution> account for: I... | numeric | 59 | 97.87% | [2-2]; vals: [2.0] |
| `f23_1_oth` | Use a <Microfinance institution> account for: O... | categorical | 1 | 99.96% | 1 unique |
| `f23_2_1` | Use a <SACCO> account for: Pay employees | numeric | 170 | 93.87% | [1-2]; vals: [1.0, 2.0] |
| `f23_2_2` | Use a <SACCO> account for: Pay suppliers | numeric | 170 | 93.87% | [1-1]; vals: [1.0] |
| `f23_2_3` | Use a <SACCO> account for: Receive payments fro... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_4` | Use a <SACCO> account for: Receive payments fro... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_5` | Use a <SACCO> account for: Make investment, e.g... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_6` | Use a <SACCO> account for: Pay business associa... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_7` | Use a <SACCO> account for: Pay for agricultural... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_8` | Use a <SACCO> account for: Other (specify in th... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_9` | Use a <SACCO> account for: I do not use my acco... | numeric | 170 | 93.87% | [2-2]; vals: [2.0] |
| `f23_2_oth` | Use a <SACCO> account for: Other payments or pu... | categorical | 5 | 99.82% | 5 unique |
| `f23_3_1` | Use a <Cooperative> account for: Pay employees | numeric | 26 | 99.06% | [1-2]; vals: [1.0, 2.0] |
| `f23_3_2` | Use a <Cooperative> account for: Pay suppliers | numeric | 26 | 99.06% | [1-2]; vals: [1.0, 2.0] |
| `f23_3_3` | Use a <Cooperative> account for: Receive paymen... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_4` | Use a <Cooperative> account for: Receive paymen... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_5` | Use a <Cooperative> account for: Make investmen... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_6` | Use a <Cooperative> account for: Pay business a... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_7` | Use a <Cooperative> account for: Pay for agricu... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_8` | Use a <Cooperative> account for: Other (specify... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_9` | Use a <Cooperative> account for: I do not use m... | numeric | 26 | 99.06% | [2-2]; vals: [2.0] |
| `f23_3_oth` | Use a <Cooperative> account for: Other payments... | categorical | 1 | 99.96% | 1 unique |
| `f24` | Have ever heard of mobile money | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f25` | There are benefits to having a mobile money acc... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f26_1` | Benefits to having a mobile money account: Avoi... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_2` | Benefits to having a mobile money account: Abil... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_3` | Benefits to having a mobile money account: Savi... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_4` | Benefits to having a mobile money account: Abil... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_5` | Benefits to having a mobile money account: Abil... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_6` | Benefits to having a mobile money account: Abil... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_7` | Benefits to having a mobile money account: Abil... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_8` | Benefits to having a mobile money account: Abil... | numeric | 2,272 | 18.01% | [1-2]; vals: [1.0, 2.0] |
| `f26_oth` | Benefits to having a mobile money account: Othe... | categorical | 25 | 99.1% | 25 unique |
| `f27_1` | Can use mobile money for: Deposit and/or withdr... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_2` | Can use mobile money for: Person - to - person ... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_3` | Can use mobile money for: Bill pay | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_4` | Can use mobile money for: Save or store money f... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_5` | Can use mobile money for: Make business transac... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_6` | Can use mobile money for: Buy airtime | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_7` | Can use mobile money for: Can connect bank acco... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_8` | Can use mobile money for: Split payments betwee... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_9` | Can use mobile money for: Earn interest | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f27_oth` | Can use mobile money for: Other activity (speci... | categorical | 21 | 99.24% | 19 unique |
| `f28_1` | Aware of Vodacom M - PESA | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_2` | Aware of Tigo Pesa | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_3` | Aware of Airtel Money | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_4` | Aware of Zantel Ezy - pesa | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_5` | Aware of SMART - B Pesa | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_6` | Aware of Halotel / Viettel | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_7` | Aware of Other1 | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_8` |  Aware of   Etisalat Easywallet | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_9` |  Aware of   ETranzact (Pocket moni) | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_10` |  Aware of   FETS Solution (Mywallet) | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_11` |  Aware of   Fidelity Bank (Quick-Pay) | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f28_oth` | Aware of Other providers (specified) | categorical | 13 | 99.53% | 11 unique |
| `f29_1` | Have ever heard about Vodacom M - PESA | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_2` | Have ever heard about Tigo Pesa | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_3` | Have ever heard about Airtel Money | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_4` | Have ever heard about Zantel Ezy - pesa | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_5` | Have ever heard about SMART - B Pesa | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_6` | Have ever heard about Halotel / Viettel | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_7` | Have ever heard about Other2 | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_8` | Have ever heard about None | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_9` | Have ever heard about    ETranzact (Pocket moni) | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_10` | Have ever heard about    FETS Solution (Mywallet) | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_12` | Have ever heard about    Fortis Microfinance ba... | numeric | 2,411 | 12.99% | [1-2]; vals: [1.0, 2.0] |
| `f29_oth` | Have ever heard about other providers(specified) | categorical | 3 | 99.89% | 3 unique |
| `f30_1` | First learned about {Vodacom M - PESA} mobile m... | numeric | 1,521 | 45.11% | [1-7] |
| `f30_1oth` | First learned about {Vodacom M - PESA} mobile m... | categorical | 34 | 98.77% | 32 unique |
| `f30_2` | First learned about {Tigo Pesa} mobile money pr... | numeric | 1,427 | 48.5% | [1-7] |
| `f30_2oth` | First learned about {Tigo Pesa} mobile money pr... | categorical | 13 | 99.53% | 13 unique |
| `f30_3` | First learned about {Airtel Money} mobile money... | numeric | 691 | 75.06% | [1-7] |
| `f30_3oth` | First learned about {Airtel Money} mobile money... | categorical | 5 | 99.82% | 5 unique |
| `f30_4` | First learned about {Zantel Ezy - pesa} mobile ... | numeric | 346 | 87.51% | [1-7] |
| `f30_4oth` | First learned about {Zantel Ezy - pesa} mobile ... | categorical | 5 | 99.82% | 5 unique |
| `f30_5` | First learned about {SMART - B Pesa} mobile mon... | numeric | 223 | 91.95% | [1-7] |
| `f30_5oth` | First learned about {SMART - B Pesa} mobile mon... | categorical | 3 | 99.89% | 3 unique |
| `f30_6` | First learned about {Halotel / Viettel} mobile ... | numeric | 291 | 89.5% | [1-6] |
| `f30_7` | First learned about {other1} mobile money provi... | numeric | 116 | 95.81% | [1-6] |
| `f30_8` | First learned about {other2} mobile money provi... | numeric | 31 | 98.88% | [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0] |
| `f30_9` | First learned about   ETranzact (Pocket moni) m... | numeric | 191 | 93.11% | [1-7] |
| `f30_9oth` | - | categorical | 2 | 99.93% | 2 unique |
| `f30_10` | First learned about {MCel} mobile money provide... | numeric | 303 | 89.07% | [1-7] |
| `f30_10oth` | - | categorical | 1 | 99.96% | 1 unique |
| `f30_11` | First learned about   Fidelity Bank (Quick-Pay)... | numeric | 11 | 99.6% | [1-6] |
| `f31_1` | Have ever used for any financial activity: Voda... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_2` | Have ever used for any financial activity: Tigo... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_3` | Have ever used for any financial activity: Airt... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_4` | Have ever used for any financial activity: Zant... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_5` | Have ever used for any financial activity: SMAR... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_6` | Have ever used for any financial activity: Halo... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_7` | Have ever used for any financial activity: Other1 | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_8` | Have ever used for any financial activity: Other2 | numeric | 1,528 | 44.86% | [2-2]; vals: [2.0] |
| `f31_9` |  Have ever used for any financial activity:   E... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_10` |  Have ever used for any financial activity:   F... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_11` |  Have ever used for any financial activity:   F... | numeric | 1,528 | 44.86% | [1-2]; vals: [1.0, 2.0] |
| `f31_oth` | Have ever used for any financial activity: Othe... | categorical | 4 | 99.86% | 3 unique |
| `f32_1` | Last time conducted any financial activity with... | numeric | 784 | 71.71% | [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0] |
| `f32_2` | Last time conducted any financial activity with... | numeric | 340 | 87.73% | [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0] |
| `f32_3` | Last time conducted any financial activity with... | numeric | 11 | 99.6% | [1-5]; vals: [1.0, 3.0, 4.0, 5.0] |
| `f32_4` | Last time conducted any financial activity with... | numeric | 4 | 99.86% | [3-5]; vals: [3.0, 4.0, 5.0] |
| `f32_5` | Last time conducted any financial activity with... | numeric | 3 | 99.89% | [2-5]; vals: [2.0, 5.0] |
| `f32_6` | Last time conducted any financial activity with... | numeric | 2 | 99.93% | [5-5]; vals: [5.0] |
| `f32_7` | Last time conducted any financial activity with... | numeric | 1 | 99.96% | [4-4]; vals: [4.0] |
| `f32_9` |  Last time conducted any financial activity wit... | numeric | 1 | 99.96% | [3-3]; vals: [3.0] |
| `f32_10` |  Last time conducted any financial activity wit... | numeric | 6 | 99.78% | [2-5]; vals: [2.0, 3.0, 4.0, 5.0] |
| `f32_11` |  Last time conducted any financial activity wit... | numeric | 4 | 99.86% | [2-5]; vals: [2.0, 3.0, 5.0] |
| `f33_1` | Have a registered account (account registered i... | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f33_2` | Have a registered account (account registered i... | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f33_3` | Have a registered account (account registered i... | numeric | 11 | 99.6% | [1-2]; vals: [1.0, 2.0] |
| `f33_4` | Have a registered account (account registered i... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f33_5` | Have a registered account (account registered i... | numeric | 3 | 99.89% | [1-2]; vals: [1.0, 2.0] |
| `f33_6` | Have a registered account (account registered i... | numeric | 2 | 99.93% | [1-2]; vals: [1.0, 2.0] |
| `f33_7` | Have a registered account (account registered i... | numeric | 1 | 99.96% | [1-1]; vals: [1.0] |
| `f33_8` | Have a registered account (account registered i... | numeric | 0 | 100.0% | - |
| `f33_9` |  Have a registered account   ETranzact (Pocket ... | numeric | 1 | 99.96% | [1-1]; vals: [1.0] |
| `f33_10` |  Have a registered account   FETS Solution (Myw... | numeric | 6 | 99.78% | [1-2]; vals: [1.0, 2.0] |
| `f33_11` |  Have a registered account   Fidelity Bank (Qui... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f34` | Transactions with mobile money account | numeric | 686 | 75.24% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f35_1_1` | Access Vodacom M - PESA - Over the counter or b... | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f35_1_2` | Access Vodacom M - PESA - Account of a family m... | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f35_1_3` | Access Vodacom M - PESA - Account of a family m... | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f35_1_4` | Access Vodacom M - PESA - Account of a workmate... | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f35_1_5` | Access Vodacom M - PESA - My own account | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f35_1_6` | Access Vodacom M - PESA - Other | numeric | 784 | 71.71% | [1-2]; vals: [1.0, 2.0] |
| `f35_1_oth` | Access MCel - Other (specified) | categorical | 5 | 99.82% | 4 unique |
| `f35_2_1` | Access Tigo Pesa - Over the counter or by using... | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f35_2_2` | Access Tigo Pesa - Account of a family member i... | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f35_2_3` | Access Tigo Pesa - Account of a family member i... | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f35_2_4` | Access Tigo Pesa - Account of a workmate or a b... | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f35_2_5` | Access Tigo Pesa - My own account | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f35_2_6` | Access Tigo Pesa - Other | numeric | 340 | 87.73% | [1-2]; vals: [1.0, 2.0] |
| `f35_2_oth` | Access Tigo Pesa - Other (specify) | categorical | 5 | 99.82% | 4 unique |
| `f35_3_1` | Access Airtel Money - Over the counter or by us... | numeric | 11 | 99.6% | [1-2]; vals: [1.0, 2.0] |
| `f35_3_2` | Access Airtel Money - Account of a family membe... | numeric | 11 | 99.6% | [2-2]; vals: [2.0] |
| `f35_3_3` | Access Airtel Money - Account of a family membe... | numeric | 11 | 99.6% | [2-2]; vals: [2.0] |
| `f35_3_4` | Access Airtel Money - Account of a workmate or ... | numeric | 11 | 99.6% | [2-2]; vals: [2.0] |
| `f35_3_5` | Access Airtel Money - My own account | numeric | 11 | 99.6% | [1-2]; vals: [1.0, 2.0] |
| `f35_3_6` | Access Airtel Money - Other | numeric | 11 | 99.6% | [1-2]; vals: [1.0, 2.0] |
| `f35_3_oth` | Access Airtel Money - Other (specify) | categorical | 1 | 99.96% | 1 unique |
| `f35_4_1` | Access Zantel Ezy - pesa - Over the counter or ... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f35_4_2` | Access Zantel Ezy - pesa - Account of a family ... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f35_4_3` | Access Zantel Ezy - pesa - Account of a family ... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f35_4_4` | Access Zantel Ezy - pesa - Account of a workmat... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f35_4_5` | Access Zantel Ezy - pesa - My own account | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f35_4_6` | Access Zantel Ezy - pesa - Other | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f35_5_1` | Access SMART - B Pesa - Over the counter or by ... | numeric | 3 | 99.89% | [1-2]; vals: [1.0, 2.0] |
| `f35_5_2` | Access SMART - B Pesa - Account of a family mem... | numeric | 3 | 99.89% | [1-2]; vals: [1.0, 2.0] |
| `f35_5_3` | Access SMART - B Pesa - Account of a family mem... | numeric | 3 | 99.89% | [2-2]; vals: [2.0] |
| `f35_5_4` | Access SMART - B Pesa - Account of a workmate o... | numeric | 3 | 99.89% | [2-2]; vals: [2.0] |
| `f35_5_5` | Access SMART - B Pesa - My own account | numeric | 3 | 99.89% | [2-2]; vals: [2.0] |
| `f35_5_6` | Access SMART - B Pesa - Other | numeric | 3 | 99.89% | [2-2]; vals: [2.0] |
| `f35_6_1` | Access Halotel / Viettel - Over the counter or ... | numeric | 2 | 99.93% | [1-1]; vals: [1.0] |
| `f35_6_2` | Access Halotel / Viettel - Account of a family ... | numeric | 2 | 99.93% | [2-2]; vals: [2.0] |
| `f35_6_3` | Access Halotel / Viettel - Account of a family ... | numeric | 2 | 99.93% | [2-2]; vals: [2.0] |
| `f35_6_4` | Access Halotel / Viettel - Account of a workmat... | numeric | 2 | 99.93% | [2-2]; vals: [2.0] |
| `f35_6_5` | Access Halotel / Viettel - My own account | numeric | 2 | 99.93% | [2-2]; vals: [2.0] |
| `f35_6_6` | Access Halotel / Viettel - Other | numeric | 2 | 99.93% | [2-2]; vals: [2.0] |
| `f35_7_1` | Access other1 - Over the counter or by using an... | numeric | 1 | 99.96% | [1-1]; vals: [1.0] |
| `f35_7_2` | Access other1 - Account of a family member in t... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_7_3` | Access other1 - Account of a family member in a... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_7_4` | Access other1 - Account of a workmate or a busi... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_7_5` | Access other1 - My own account | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_7_6` | Access other1 - Other | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_8_1` | Access other2 - Over the counter or by using an... | numeric | 0 | 100.0% | - |
| `f35_8_2` | Access other2 - Account of a family member in t... | numeric | 0 | 100.0% | - |
| `f35_8_3` | Access other2 - Account of a family member in a... | numeric | 0 | 100.0% | - |
| `f35_8_4` | Access other2 - Account of a workmate or a busi... | numeric | 0 | 100.0% | - |
| `f35_8_5` | Access other2 - My own account | numeric | 0 | 100.0% | - |
| `f35_8_6` | Access other2 - Other | numeric | 0 | 100.0% | - |
| `f35_9_1` | F35_9_1.Access ETranzact (Pocket moni) Over the... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_9_2` | F35_9_2.Access ETranzact (Pocket moni) Account ... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_9_3` | F35_9_3.Access ETranzact (Pocket moni) Account ... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_9_4` | F35_9_4.Access ETranzact (Pocket moni) Account ... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_9_5` | F35_9_5.Access ETranzact (Pocket moni) My own a... | numeric | 1 | 99.96% | [1-1]; vals: [1.0] |
| `f35_9_6` | F35_9_6.Access ETranzact (Pocket moni) Other (s... | numeric | 1 | 99.96% | [2-2]; vals: [2.0] |
| `f35_10_1` | F35_10_1.Access FETS Solution (Mywallet) Over t... | numeric | 6 | 99.78% | [1-2]; vals: [1.0, 2.0] |
| `f35_10_2` | F35_10_2.Access FETS Solution (Mywallet) Accoun... | numeric | 6 | 99.78% | [1-2]; vals: [1.0, 2.0] |
| `f35_10_3` | F35_10_3.Access FETS Solution (Mywallet) Accoun... | numeric | 6 | 99.78% | [1-2]; vals: [1.0, 2.0] |
| `f35_10_4` | F35_10_4.Access FETS Solution (Mywallet) Accoun... | numeric | 6 | 99.78% | [1-2]; vals: [1.0, 2.0] |
| `f35_10_5` | F35_10_5.Access FETS Solution (Mywallet) My own... | numeric | 6 | 99.78% | [1-2]; vals: [1.0, 2.0] |
| `f35_10_6` | F35_10_6.Access FETS Solution (Mywallet) Other ... | numeric | 6 | 99.78% | [2-2]; vals: [2.0] |
| `f35_11_1` | F35_11_1.Access Fidelity Bank (Quick-Pay) Over ... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f35_11_2` | F35_11_2.Access Fidelity Bank (Quick-Pay) Accou... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f35_11_3` | F35_11_3.Access Fidelity Bank (Quick-Pay) Accou... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f35_11_4` | F35_11_4.Access Fidelity Bank (Quick-Pay) Accou... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f35_11_5` | F35_11_5.Access Fidelity Bank (Quick-Pay) My ow... | numeric | 4 | 99.86% | [1-2]; vals: [1.0, 2.0] |
| `f35_11_6` | F35_11_6.Access Fidelity Bank (Quick-Pay) Other... | numeric | 4 | 99.86% | [2-2]; vals: [2.0] |
| `f36` | Main reason why never used mobile money services | numeric | 602 | 78.27% | [1-10] |
| `f36_oth` | Main reason why never used mobile money service... | categorical | 95 | 96.57% | 79 unique |
| `f37` | Main reason started using mobile money | numeric | 888 | 67.95% | [1-14] |
| `f37_oth` | Main reason started using mobile money -  Other... | categorical | 16 | 99.42% | 16 unique |
| `f38_1` | Have ever used a mobile money account to Deposi... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_2` | Have ever used a mobile money account to Withdr... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_3` | Have ever used a mobile money account to Buy ai... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_4` | Have ever used a mobile money account to Pay a ... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_5` | Have ever used a mobile money account to Pay ut... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_6` | Have ever used a mobile money account to Send m... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_7` | Have ever used a mobile money account to Receiv... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_8` | Have ever used a mobile money account to Other ... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f38_oth` | Have ever used a mobile money account to Other ... | categorical | 3 | 99.89% | 3 unique |
| `f39_1` | Use a mobile money account to Pay employees | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_2` | Use a mobile money account to Pay suppliers | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_3` | Use a mobile money account to Receive payments ... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_4` | Use a mobile money account to Receive payments ... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_5` | Use a mobile money account to Make investment, ... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_6` | Use a mobile money account to Pay business asso... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_7` | Use a mobile money account to Pay for agricultu... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_8` | Use a mobile money account to Other (specify) | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_9` | Use a mobile money account to I do not use my m... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f39_oth` | Use a mobile money account to make Other paymen... | categorical | 22 | 99.21% | 18 unique |
| `f40_1` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_2` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_3` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_4` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_5` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_6` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_7` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_8` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_9` | Reason do not use a mobile money account for an... | numeric | 693 | 74.99% | [1-2]; vals: [1.0, 2.0] |
| `f40_oth` | Reason do not use a mobile money account for an... | categorical | 15 | 99.46% | 14 unique |
| `f41_1` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_2` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_3` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_4` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_5` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_6` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_7` | Mobile money agents closest to where you live -... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_8` | F41_8.Mobile money agents closest to where you ... | numeric | 888 | 67.95% | [2-2]; vals: [2.0] |
| `f41_9` | F41_9.Mobile money agents closest to where you ... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_10` | F41_10.Mobile money agents closest to where you... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_11` | F41_11.Mobile money agents closest to where you... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f41_oth` | Mobile money agents closest to where you live -... | categorical | 7 | 99.75% | 3 unique |
| `f42` | Getting a mobile money agent | numeric | 888 | 67.95% | [1-9] |
| `f42_oth` | Getting to a mobile money agent -  Other (speci... | categorical | 1 | 99.96% | 1 unique |
| `f43_1` | Usually go to a mobile money agent at or near Y... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_2` | Usually go to a mobile money agent at or near Y... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_3` | Usually go to a mobile money agent at or near W... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_4` | Usually go to a mobile money agent at or near N... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_5` | Usually go to a mobile money agent at or near N... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_6` | Usually go to a mobile money agent at or near N... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_7` | Usually go to a mobile money agent at or near N... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_8` | Usually go to a mobile money agent at or near O... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_9` | Usually go to a mobile money agent at or near D... | numeric | 888 | 67.95% | [1-2]; vals: [1.0, 2.0] |
| `f43_oth` | Usually go to a mobile money agent at or near O... | categorical | 26 | 99.06% | 24 unique |
| `f46_1` | Have ever used Merry go round / informal saving... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_2` | Have ever used A money guard/ someone in workpl... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_4` | Have ever used Shop keepers | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_5` | Have ever used A digital card, a recharge card ... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_6` | Have ever used Other group (specify) | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_7` | - | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_8` | - | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_9` | - | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_10` | - | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f46_oth` | Have ever used Other group (specified) | categorical | 54 | 98.05% | 48 unique |
| `f47_1` | Last time used these services or service provid... | numeric | 687 | 75.21% | [1-98] |
| `f47_2` | Last time used these services or service provid... | numeric | 320 | 88.45% | [1-98] |
| `f47_4` | Last time used these services or service provid... | numeric | 143 | 94.84% | [1-98] |
| `f47_5` | Last time used these services or service provid... | numeric | 38 | 98.63% | [1-98] |
| `f47_6` | Last time used these services or service provid... | numeric | 42 | 98.48% | [1-98] |
| `f47_7` | - | numeric | 275 | 90.08% | [1-98] |
| `f47_8` | - | numeric | 9 | 99.68% | [1-98]; vals: [1.0, 3.0, 5.0, 6.0, 98.0] |
| `f47_9` | - | numeric | 89 | 96.79% | [1-98] |
| `f47_10` | - | numeric | 54 | 98.05% | [1-98] |
| `f49_1` | Services your groups provide -  Give one member... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_2` | Services your groups provide -  Lend money out ... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_3` | Services your groups provide -  Lend money out ... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_4` | Services your groups provide -  Buy household g... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_5` | Services your groups provide -  Act as a guaran... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_6` | Services your groups provide -  Invest the mone... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_7` | Services your groups provide -  Contribute mone... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_8` | Services your groups provide -  Purchase fixed ... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_9` | Services your groups provide -  Raise the money... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_10` | Services your groups provide -  Help members sa... | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_11` | Services your groups provide -  Other (specify) | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_12` | Services your groups provide -  Don’t know | numeric | 1,262 | 54.46% | [1-2]; vals: [1.0, 2.0] |
| `f49_oth` | Services your groups provide -  Other (specified) | categorical | 35 | 98.74% | 34 unique |
| `f50` | Service providers or services most important to... | numeric | 1,262 | 54.46% | [1-10] |
| `f50_oth` | Service providers or services most important to... | categorical | 63 | 97.73% | 49 unique |
| `f51_1` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_2` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_3` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_4` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_5` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_6` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_7` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_8` | Reason do not have a membership with any of the... | numeric | 1,509 | 45.54% | [1-2]; vals: [1.0, 2.0] |
| `f51_oth` | Reason do not have a membership with any of the... | categorical | 108 | 96.1% | 99 unique |
| `f52_1` | Trust as financial sources: Banks and other for... | numeric | 2,771 | 0.0% | [1-98] |
| `f52_2` | Trust as financial sources: Bank agents | numeric | 2,771 | 0.0% | [1-98] |
| `f52_3` | Trust as financial sources: Microfinance instit... | numeric | 2,771 | 0.0% | [1-98] |
| `f52_4` | Trust as financial sources: Mobile money providers | numeric | 2,771 | 0.0% | [1-98] |
| `f52_5` | Trust as financial sources: Mobile money agents | numeric | 2,771 | 0.0% | [1-98] |
| `f52_6` | Trust as financial sources: Savings groups | numeric | 2,771 | 0.0% | [1-98] |
| `f52_7` | Trust as financial sources: Friends, neighbors ... | numeric | 2,771 | 0.0% | [1-98] |
| `f53_1` | Main reasons for borrowing money: To start a ne... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_2` | Main reasons for borrowing money: To improve th... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_3` | Main reasons for borrowing money: To buy inputs... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_4` | Main reasons for borrowing money: To make big p... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_5` | Main reasons for borrowing money: For other agr... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_6` | Main reasons for borrowing money: For emergency... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_7` | Main reasons for borrowing money: To pay for sc... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_8` | Main reasons for borrowing money: To cover dail... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_9` | Main reasons for borrowing money: Other (specify) | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_10` | Main reasons for borrowing money: Don’t know | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f53_oth` | Main reasons for borrowing money: Other reason(... | categorical | 89 | 96.79% | 77 unique |
| `f54_1` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_2` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_3` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_4` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_5` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_6` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_7` | For your agricultural activities, importance to... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f54_oth` | For your agricultural activities, importance to... | categorical | 171 | 93.83% | 75 unique |
| `f55_1` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_2` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_3` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_4` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_5` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_6` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_7` | In the past 12 months, have attempted to borrow... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f55_oth` | In the past 12 months, have attempted to borrow... | categorical | 129 | 95.34% | 81 unique |
| `f56_1` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_2` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_3` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_4` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_5` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_6` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_7` | If the need arose, would attempt to borrow from... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f56_oth` | If the need arose, would attempt to borrow from... | categorical | 129 | 95.34% | 66 unique |
| `f57_1` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_2` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_3` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_4` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_5` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_6` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_7` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_8` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_9` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_10` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_11` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_12` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_13` | Factors considered when wanting to borrow money... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f57_oth` | Factors considered wanting to borrow money: Oth... | categorical | 36 | 98.7% | 32 unique |
| `f58` | Currently have any loans | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f59_1` | Importance for agricultural activities: A loan ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_2` | Importance for agricultural activities: A loan ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_3` | Importance for agricultural activities: A loan ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_4` | Importance for agricultural activities: A loan ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_5` | Importance for agricultural activities: A loan ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_6` | Importance for agricultural activities: A mobil... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_7` | Importance for agricultural activities: A loan ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_8` | Importance for agricultural activities: A credi... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_9` | Importance for agricultural activities: A goal ... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_10` | Importance for agricultural activities: A savin... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_11` | Importance for agricultural activities: A payme... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_12` | Importance for agricultural activities: A pre -... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_13` | Importance for agricultural activities: A pre -... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_14` | Importance for agricultural activities: Other (... | numeric | 2,771 | 0.0% | [1-98]; vals: [1, 2, 3, 98] |
| `f59_oth` | Importance for agricultural activities: Other p... | categorical | 120 | 95.67% | 60 unique |
| `f60_1` | Currently have for agricultural activities: A l... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_2` | Currently have for agricultural activities: A l... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_3` | Currently have for agricultural activities: A l... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_4` | Currently have for agricultural activities: A l... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_5` | Currently have for agricultural activities: A l... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_6` | Currently have for agricultural activities: A m... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_7` | Currently have for agricultural activities: A l... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_8` | Currently have for agricultural activities: A c... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_9` | Currently have for agricultural activities: A g... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_10` | Currently have for agricultural activities: A s... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_11` | Currently have for agricultural activities: A p... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_12` | Currently have for agricultural activities: A p... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_13` | Currently have for agricultural activities: A p... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_14` | Currently have for agricultural activities: Oth... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f60_oth` | Currently have for agricultural activities: Oth... | categorical | 6 | 99.78% | 6 unique |
| `f61_1` | Want to have for agricultural activities: A loa... | numeric | 2,698 | 2.63% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_2` | Want to have for agricultural activities: A loa... | numeric | 2,704 | 2.42% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_3` | Want to have for agricultural activities: A loa... | numeric | 2,734 | 1.34% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_4` | Want to have for agricultural activities: A loa... | numeric | 2,730 | 1.48% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_5` | Want to have for agricultural activities: A loa... | numeric | 2,720 | 1.84% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_6` | Want to have for agricultural activities: A mob... | numeric | 2,729 | 1.52% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_7` | Want to have for agricultural activities: A loa... | numeric | 2,724 | 1.7% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_8` | Want to have for agricultural activities: A cre... | numeric | 2,656 | 4.15% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_9` | Want to have for agricultural activities: A goa... | numeric | 2,666 | 3.79% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_10` | Want to have for agricultural activities: A sav... | numeric | 2,600 | 6.17% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_11` | Want to have for agricultural activities: A pay... | numeric | 2,639 | 4.76% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_12` | Want to have for agricultural activities: A pre... | numeric | 2,738 | 1.19% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_13` | Want to have for agricultural activities: A pre... | numeric | 2,733 | 1.37% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_14` | Want to have for agricultural activities: Other... | numeric | 2,765 | 0.22% | [1-98]; vals: [1.0, 2.0, 98.0] |
| `f61_oth` | Want to have for agricultural activities: Other... | categorical | 10 | 99.64% | 5 unique |
| `d2` | Relationship with household head | numeric | 2,771 | 0.0% | [1-10] |
| `d3` | Gender | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `d4` | Marital status | numeric | 2,771 | 0.0% | [1-5]; vals: [1, 2, 3, 4, 5] |
| `d5` | Age (in years) | numeric | 2,771 | 0.0% | [15-99] |
| `d6` | Ever attended school | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `d7` | Currently attending school | numeric | 2,222 | 19.81% | [1-98]; vals: [1.0, 2.0, 3.0, 98.0] |
| `d8` | Highest grade attended | numeric | 2,771 | 0.0% | [0-11] |
| `d9` | Completed highest grade attended | numeric | 2,222 | 19.81% | [1-2]; vals: [1.0, 2.0] |
| `d10` | Contribute to the household income | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `d11` | Participate in the household’s agricultural act... | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `hh11` | Number of eligible household members | numeric | 2,771 | 0.0% | [1-9] |
| `stratum` | Design Stratum | numeric | 2,771 | 0.0% | [1-8] |
| `urb_rur` | Urban-rural residence | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `indsing_weight` | - | numeric | 2,771 | 0.0% | [0-11] |
| `f46_3` | Have ever used Savings collectors | numeric | 2,771 | 0.0% | [1-2]; vals: [1, 2] |
| `f47_3` | Last time used these services or service provid... | numeric | 59 | 97.87% | [2-98] |
| `ppi_score` | PPI SCORE | numeric | 2,771 | 0.0% | [0-93] |
| `ppi_prob` | PPI probability $2.5/day | numeric | 2,771 | 0.0% | [0-100] |
| `ppi_cutoff` | Poverty line of $2.5/day | numeric | 2,771 | 0.0% | [0-1]; vals: [0, 1] |

## Multiple Table

- **Rows**: 5,517
- **Columns**: 390

| Column | Description | Type | Non-Null | Null % | Details |
|--------|-------------|------|----------|--------|--------|
| `country_code` | - | categorical | 5,517 | 0.0% | 1 unique |
| `survey_year` | - | numeric | 5,517 | 0.0% | [2015-2015]; vals: [2015] |
| `hhid` | Household ID | numeric | 5,517 | 0.0% | [22678091-23620722] |
| `i1` | CGAP cluster number: | numeric | 5,517 | 0.0% | [1-216] |
| `i7` | Day / Month / Year of interview: | categorical | 5,517 | 0.0% | 25 unique |
| `i8` | Region | categorical | 5,517 | 0.0% | 4 unique |
| `i9` | District | categorical | 5,517 | 0.0% | 104 unique |
| `a0` | Participation in the household agricultural act... | categorical | 5,517 | 0.0% | 2 unique |
| `a1` | Form of land ownership | categorical | 5,203 | 5.69% | 6 unique |
| `a1_oth` | Form of land ownership - Other (specified) | categorical | 493 | 91.06% | 204 unique |
| `a2` | How much agricultural land do you own?_Hectare | numeric | 3,934 | 28.69% | [0-25900] |
| `a3` | How much agricultural land do you rent, borrow ... | numeric | 2,855 | 48.25% | [0-12950] |
| `a4` | Farm considered to be a business | categorical | 5,203 | 5.69% | 3 unique |
| `a5_1` | Grow Maize | categorical | 5,203 | 5.69% | 2 unique |
| `a5_2` | Grow Paddy | categorical | 5,203 | 5.69% | 2 unique |
| `a5_3` | Grow Sorghum | categorical | 5,203 | 5.69% | 2 unique |
| `a5_4` | Grow Bulrush millet | categorical | 5,203 | 5.69% | 2 unique |
| `a5_5` | Grow Finger millet | categorical | 5,203 | 5.69% | 2 unique |
| `a5_6` | Grow Cassava | categorical | 5,203 | 5.69% | 2 unique |
| `a5_7` | Grow Sweet potatoes | categorical | 5,203 | 5.69% | 2 unique |
| `a5_8` | Grow Irish potatoes | categorical | 5,203 | 5.69% | 2 unique |
| `a5_9` | Grow Beans | categorical | 5,203 | 5.69% | 2 unique |
| `a5_10` | Grow Cowpeas | categorical | 5,203 | 5.69% | 2 unique |
| `a5_11` | Grow Pigeon peas | categorical | 5,203 | 5.69% | 2 unique |
| `a5_12` | Grow Sunflower | categorical | 5,203 | 5.69% | 2 unique |
| `a5_13` | Grow Simsim | categorical | 5,203 | 5.69% | 2 unique |
| `a5_14` | Grow Groundnuts | categorical | 5,203 | 5.69% | 2 unique |
| `a5_15` | Grow Tomatoes | categorical | 5,203 | 5.69% | 2 unique |
| `a5_16` | Grow Cabbage | categorical | 5,203 | 5.69% | 2 unique |
| `a5_17` | Grow Onions | categorical | 5,203 | 5.69% | 2 unique |
| `a5_18` | Grow Amaranth | categorical | 5,203 | 5.69% | 2 unique |
| `a5_19` | Grow Cashew nut | categorical | 5,203 | 5.69% | 2 unique |
| `a5_20` | Grow Banana | categorical | 5,203 | 5.69% | 2 unique |
| `a5_21` | Grow Cotton | categorical | 5,203 | 5.69% | 2 unique |
| `a5_22` | Grow Tobacco | categorical | 5,203 | 5.69% | 2 unique |
| `a5_23` | Grow Pyrethrum | categorical | 5,203 | 5.69% | 2 unique |
| `a5_24` | Grow Coffee | categorical | 5,203 | 5.69% | 2 unique |
| `a5_25` | Grow Coconut | categorical | 5,203 | 5.69% | 2 unique |
| `a5_26` | Grow Orange | categorical | 5,203 | 5.69% | 2 unique |
| `a5_oth1` | Grow other crop - Other1 | categorical | 666 | 87.93% | 183 unique |
| `a5_oth2` | Grow other crop - Other2 | categorical | 215 | 96.1% | 84 unique |
| `a5_oth3` | Grow other crop - Other3 | categorical | 70 | 98.73% | 41 unique |
| `a6` | Crop grown  that is the most important to you a... | categorical | 5,075 | 8.01% | 24 unique |
| `a7_1` | Maize grown and consumed at home | categorical | 4,340 | 21.33% | 2 unique |
| `a7_2` | Paddy grown and consumed at home | categorical | 4,262 | 22.75% | 2 unique |
| `a7_3` | Sorghum grown and consumed at home | categorical | 3,394 | 38.48% | 2 unique |
| `a7_4` | Bulrush millet grown and consumed at home | categorical | 1,512 | 72.59% | 2 unique |
| `a7_5` | Finger millet grown and consumed at home | categorical | 483 | 91.25% | 2 unique |
| `a7_6` | Cassava grown and consumed at home | categorical | 2,809 | 49.08% | 2 unique |
| `a7_7` | Sweet potatoes grown and consumed at home | categorical | 310 | 94.38% | 2 unique |
| `a7_8` | Irish potatoes grown and consumed at home | categorical | 1,513 | 72.58% | 2 unique |
| `a7_9` | Beans grown and consumed at home | categorical | 3,815 | 30.85% | 2 unique |
| `a7_10` | Cowpeas grown and consumed at home | categorical | 930 | 83.14% | 2 unique |
| `a7_11` | Pigeon peas grown and consumed at home | categorical | 218 | 96.05% | 2 unique |
| `a7_12` | Sunflower grown and consumed at home | categorical | 2,406 | 56.39% | 2 unique |
| `a7_13` | Simsim grown and consumed at home | categorical | 118 | 97.86% | 2 unique |
| `a7_14` | Groundnuts grown and consumed at home | categorical | 14 | 99.75% | 2 unique |
| `a7_15` | Tomatoes grown and consumed at home | categorical | 377 | 93.17% | 2 unique |
| `a7_16` | Cabbage grown and consumed at home | categorical | 74 | 98.66% | 2 unique |
| `a7_17` | Onions grown and consumed at home | categorical | 42 | 99.24% | 2 unique |
| `a7_18` | Amaranth grown and consumed at home | categorical | 27 | 99.51% | 2 unique |
| `a7_19` | Cashew nut grown and consumed at home | categorical | 1,125 | 79.61% | 2 unique |
| `a7_20` | Banana grown and consumed at home | categorical | 70 | 98.73% | 2 unique |
| `a7_21` | Cotton grown and consumed at home | categorical | 795 | 85.59% | 2 unique |
| `a7_22` | Tobacco grown and consumed at home | categorical | 609 | 88.96% | 2 unique |
| `a7_23` | Pyrethrum grown and consumed at home | categorical | 665 | 87.95% | 2 unique |
| `a7_24` | Coffee grown and consumed at home | categorical | 215 | 96.1% | 2 unique |
| `a7_25` | Coconut grown and consumed at home | categorical | 70 | 98.73% | 2 unique |
| `a7_26` | Orange grown and consumed at home | categorical | 5,203 | 5.69% | 2 unique |
| `a8` | Crop grown and most consumed | categorical | 5,043 | 8.59% | 20 unique |
| `a9_1` |  Buy Maize | categorical | 5,203 | 5.69% | 2 unique |
| `a9_2` |  Buy Paddy | categorical | 5,203 | 5.69% | 2 unique |
| `a9_3` |  Buy Sorghum | categorical | 5,203 | 5.69% | 2 unique |
| `a9_4` |  Buy Bulrush millet | categorical | 5,203 | 5.69% | 2 unique |
| `a9_5` |  Buy Finger millet | categorical | 5,203 | 5.69% | 2 unique |
| `a9_6` |  Buy Cassava | categorical | 5,203 | 5.69% | 2 unique |
| `a9_7` |  Buy Sweet potatoes | categorical | 5,203 | 5.69% | 2 unique |
| `a9_8` |  Buy Irish potatoes | categorical | 5,203 | 5.69% | 2 unique |
| `a9_9` |  Buy Beans | categorical | 5,203 | 5.69% | 2 unique |
| `a9_10` |  Buy Cowpeas | categorical | 5,203 | 5.69% | 2 unique |
| `a9_11` |  Buy Pigeon peas | categorical | 5,203 | 5.69% | 2 unique |
| `a9_12` |  Buy Sunflower | categorical | 5,203 | 5.69% | 2 unique |
| `a9_13` |  Buy Simsim | categorical | 5,203 | 5.69% | 2 unique |
| `a9_14` |  Buy Groundnuts | categorical | 5,203 | 5.69% | 2 unique |
| `a9_15` |  Buy Tomatoes | categorical | 5,203 | 5.69% | 2 unique |
| `a9_16` |  Buy Cabbage | categorical | 5,203 | 5.69% | 2 unique |
| `a9_17` |  Buy Onions | categorical | 5,203 | 5.69% | 2 unique |
| `a9_18` |  Buy Amaranth | categorical | 5,203 | 5.69% | 2 unique |
| `a9_19` |  Buy Cashew nut | categorical | 5,203 | 5.69% | 2 unique |
| `a9_20` |  Buy Banana | categorical | 5,203 | 5.69% | 2 unique |
| `a9_21` |  Buy Cotton | categorical | 5,203 | 5.69% | 2 unique |
| `a9_22` |  Buy Tobacco | categorical | 5,203 | 5.69% | 2 unique |
| `a9_23` |  Buy Pyrethrum | categorical | 5,203 | 5.69% | 2 unique |
| `a9_24` |  Buy Coffee | categorical | 5,203 | 5.69% | 2 unique |
| `a9_25` |  Buy Coconut | categorical | 5,203 | 5.69% | 2 unique |
| `a9_26` |  Buy Orange | categorical | 5,203 | 5.69% | 2 unique |
| `a9_oth1` |  Buy Other 1  (Specified) | categorical | 205 | 96.28% | 65 unique |
| `a9_oth2` |  Buy Other 2  (Specified) | categorical | 40 | 99.27% | 20 unique |
| `a9_oth3` |  Buy Other 3  (Specified) | categorical | 15 | 99.73% | 11 unique |
| `a10` | Have any livestock, herds, other farm animals, ... | categorical | 5,203 | 5.69% | 2 unique |
| `a11_1` | Number of  Indigenous cattle | numeric | 3,184 | 42.29% | [0-150] |
| `a11_2` | Number of  Cattle - dairy | numeric | 3,184 | 42.29% | [0-90] |
| `a11_3` | Number of  Cattle - beef | numeric | 3,184 | 42.29% | [0-60] |
| `a11_4` | Number of  Indigenous goat | numeric | 3,184 | 42.29% | [0-38] |
| `a11_5` | Number of  Goat - dairy | numeric | 3,184 | 42.29% | [0-30] |
| `a11_6` | Number of  Goat - meat | numeric | 3,184 | 42.29% | [0-40] |
| `a11_7` | Number of  Sheep | numeric | 3,184 | 42.29% | [0-15] |
| `a11_8` | Number of  Pigs | numeric | 3,184 | 42.29% | [0-50] |
| `a11_9` | Number of  Chicken - layers | numeric | 3,184 | 42.29% | [0-14] |
| `a11_10` | Number of  Chicken - broilers | numeric | 3,184 | 42.29% | [0-50] |
| `a11_11` | Number of  Fish (number of ponds) | numeric | 3,184 | 42.29% | [0-30] |
| `a11_12` | Number of  Bees (number of hives) | numeric | 3,184 | 42.29% | [0-70] |
| `a11_13` | Number of Other - Number reared | numeric | 3,184 | 42.29% | [0-20000] |
| `a11_14` | A11_14.Number of  Donkey | numeric | 3,184 | 42.29% | [0-500] |
| `a11_15` | A11_15.Number of  Horse | numeric | 3,184 | 42.29% | [0-10000] |
| `a11_16` | A11_16.Number of  Dog | numeric | 3,184 | 42.29% | [0-350] |
| `a11_17` | A11_17.Number of  Other | numeric | 3,184 | 42.29% | [0-50] |
| `a11_18` | - | numeric | 3,184 | 42.29% | [0-45] |
| `a11_19` | - | numeric | 3,184 | 42.29% | [0-30] |
| `a11_oth` | A11_OTH .Other reared | categorical | 34 | 99.38% | 20 unique |
| `a12_1` | Rear and get an income from Indigenous cattle | categorical | 467 | 91.54% | 2 unique |
| `a12_2` | Rear and get an income from Cattle - dairy | categorical | 336 | 93.91% | 2 unique |
| `a12_3` | Rear and get an income from Cattle - beef | categorical | 595 | 89.22% | 2 unique |
| `a12_4` | Rear and get an income from Indigenous goat | categorical | 162 | 97.06% | 2 unique |
| `a12_5` | Rear and get an income from Goat - dairy | categorical | 101 | 98.17% | 2 unique |
| `a12_6` | Rear and get an income from Goat - meat | categorical | 218 | 96.05% | 2 unique |
| `a12_7` | Rear and get an income from Sheep | categorical | 64 | 98.84% | 2 unique |
| `a12_8` | Rear and get an income from Pigs | categorical | 603 | 89.07% | 2 unique |
| `a12_9` | Rear and get an income from Chicken - layers | categorical | 340 | 93.84% | 2 unique |
| `a12_10` | Rear and get an income from Chicken - broilers | categorical | 808 | 85.35% | 2 unique |
| `a12_11` | Rear and get an income from Fish (number of ponds) | categorical | 71 | 98.71% | 2 unique |
| `a12_12` | Rear and get an income from Bees (number of hives) | categorical | 908 | 83.54% | 2 unique |
| `a12_13` | Rear and get an income from Other | categorical | 628 | 88.62% | 2 unique |
| `a12_14` | Rear and get an income_None | categorical | 609 | 88.96% | 2 unique |
| `a12_15` | A12_15.Rear and get an income from  Horse | categorical | 482 | 91.26% | 2 unique |
| `a12_16` | A12_16.Rear and get an income from  Dog | categorical | 993 | 82.0% | 2 unique |
| `a12_17` | A12_17.Rear and get an income from  Other | categorical | 12 | 99.78% | 2 unique |
| `a12_18` | A12_18.Rear and get an income from  None | categorical | 77 | 98.6% | 2 unique |
| `a12_19` | - | categorical | 34 | 99.38% | 2 unique |
| `a12_20` | - | categorical | 3,137 | 43.14% | 2 unique |
| `a13` | Livestock that generates the most income | categorical | 2,596 | 52.95% | 19 unique |
| `a14_1` | Rear to consume at home - Indigenous cattle | categorical | 467 | 91.54% | 2 unique |
| `a14_2` | Rear to consume at home - Cattle - dairy | categorical | 336 | 93.91% | 2 unique |
| `a14_3` | Rear to consume at home - Cattle - beef | categorical | 595 | 89.22% | 2 unique |
| `a14_4` | Rear to consume at home - Indigenous goat | categorical | 162 | 97.06% | 2 unique |
| `a14_5` | Rear to consume at home - Goat - dairy | categorical | 101 | 98.17% | 2 unique |
| `a14_6` | Rear to consume at home - Goat - meat | categorical | 218 | 96.05% | 2 unique |
| `a14_7` | Rear to consume at home - Sheep | categorical | 64 | 98.84% | 2 unique |
| `a14_8` | Rear to consume at home - Pigs | categorical | 603 | 89.07% | 2 unique |
| `a14_9` | Rear to consume at home - Chicken - layers | categorical | 340 | 93.84% | 2 unique |
| `a14_10` | Rear to consume at home - Chicken - broilers | categorical | 808 | 85.35% | 2 unique |
| `a14_11` | Rear to consume at home - Fish (number of ponds) | categorical | 71 | 98.71% | 2 unique |
| `a14_12` | Rear to consume at home - Bees (number of hives) | categorical | 908 | 83.54% | 2 unique |
| `a14_13` | Rear to consume at home - Other | categorical | 628 | 88.62% | 2 unique |
| `a14_14` | Rear to consume at home - None | categorical | 609 | 88.96% | 2 unique |
| `a14_15` | A14_15.Rear to consume at home_ Horse | categorical | 482 | 91.26% | 2 unique |
| `a14_16` | A14_16.Rear to consume at home_ Dog | categorical | 993 | 82.0% | 2 unique |
| `a14_17` | A14_17.Rear to consume at home_ Other | categorical | 12 | 99.78% | 2 unique |
| `a14_18` | A14_18.Rear to consume at home_ None | categorical | 77 | 98.6% | 2 unique |
| `a14_19` | - | categorical | 34 | 99.38% | 2 unique |
| `a14_20` | - | categorical | 3,137 | 43.14% | 2 unique |
| `a15_1` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_2` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_3` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_4` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_5` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_6` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_7` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_8` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_9` | Purchase main agricultural and livestock inputs... | categorical | 5,203 | 5.69% | 2 unique |
| `a15_oth` | Purchase main agricultural and livestock inputs... | categorical | 156 | 97.17% | 112 unique |
| `a17_1` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_2` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 1 unique |
| `a17_3` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_4` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_5` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_6` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_7` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_8` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_9` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3,892 | 29.45% | 2 unique |
| `a17_oth` | Pay suppliers of inputs (such as seeds, fertili... | categorical | 3 | 99.95% | 3 unique |
| `a18` | Pay suppliers later (with credit) or immediately | categorical | 3,789 | 31.32% | 2 unique |
| `a22` | Water situation | categorical | 5,203 | 5.69% | 4 unique |
| `a23_1` | Managing land and livestock, use of Friends or ... | categorical | 5,203 | 5.69% | 2 unique |
| `a23_2` | Managing land and livestock, use of Hired labor... | categorical | 5,203 | 5.69% | 2 unique |
| `a23_3` | Managing land and livestock, use of Family labor | categorical | 5,203 | 5.69% | 2 unique |
| `a23_4` | Managing land and livestock, use of Daily rate ... | categorical | 5,203 | 5.69% | 2 unique |
| `a23_5` | Managing land and livestock, use of Other | categorical | 5,203 | 5.69% | 2 unique |
| `a23_6` | Managing land and livestock_None | categorical | 5,203 | 5.69% | 2 unique |
| `a23_oth` | Managing land and livestock, use of Other (spec... | categorical | 32 | 99.42% | 32 unique |
| `a24_1` | Use labor for Land ploughing and preparation | categorical | 4,437 | 19.58% | 2 unique |
| `a24_2` | Use labor for Planting | categorical | 4,437 | 19.58% | 2 unique |
| `a24_3` | Use labor for Weeding | categorical | 4,437 | 19.58% | 2 unique |
| `a24_4` | Use labor for Harvesting | categorical | 4,437 | 19.58% | 2 unique |
| `a24_5` | Use labor for Selling crops | categorical | 4,437 | 19.58% | 2 unique |
| `a24_6` | Use labor for Livestock care | categorical | 4,437 | 19.58% | 2 unique |
| `a24_7` | Use labor for Livestock sale | categorical | 4,437 | 19.58% | 2 unique |
| `a24_8` | Use labor for Other | categorical | 4,437 | 19.58% | 2 unique |
| `a24_oth` | Use labor for Other (specify) | categorical | 16 | 99.71% | 12 unique |
| `a25_1` | Grow and sell Maize | categorical | 4,340 | 21.33% | 2 unique |
| `a25_2` | Grow and sell Paddy | categorical | 4,262 | 22.75% | 2 unique |
| `a25_3` | Grow and sell Sorghum | categorical | 3,394 | 38.48% | 2 unique |
| `a25_4` | Grow and sell Bulrush millet | categorical | 1,512 | 72.59% | 2 unique |
| `a25_5` | Grow and sell Finger millet | categorical | 483 | 91.25% | 2 unique |
| `a25_6` | Grow and sell Cassava | categorical | 2,809 | 49.08% | 2 unique |
| `a25_7` | Grow and sell Sweet potatoes | categorical | 310 | 94.38% | 2 unique |
| `a25_8` | Grow and sell Irish potatoes | categorical | 1,513 | 72.58% | 2 unique |
| `a25_9` | Grow and sell Beans | categorical | 3,815 | 30.85% | 2 unique |
| `a25_10` | Grow and sell Cowpeas | categorical | 930 | 83.14% | 2 unique |
| `a25_11` | Grow and sell Pigeon peas | categorical | 218 | 96.05% | 2 unique |
| `a25_12` | Grow and sell Sunflower | categorical | 2,406 | 56.39% | 2 unique |
| `a25_13` | Grow and sell Simsim | categorical | 118 | 97.86% | 2 unique |
| `a25_14` | Grow and sell Groundnuts | categorical | 14 | 99.75% | 2 unique |
| `a25_15` | Grow and sell Tomatoes | categorical | 377 | 93.17% | 2 unique |
| `a25_16` | Grow and sell Cabbage | categorical | 74 | 98.66% | 2 unique |
| `a25_17` | Grow and sell Onions | categorical | 42 | 99.24% | 2 unique |
| `a25_18` | Grow and sell Amaranth | categorical | 27 | 99.51% | 2 unique |
| `a25_19` | Grow and sell Cashew nut | categorical | 1,125 | 79.61% | 2 unique |
| `a25_20` | Grow and sell Banana | categorical | 70 | 98.73% | 2 unique |
| `a25_21` | Grow and sell Cotton | categorical | 795 | 85.59% | 2 unique |
| `a25_22` | Grow and sell Tobacco | categorical | 609 | 88.96% | 2 unique |
| `a25_23` | Grow and sell Pyrethrum | categorical | 665 | 87.95% | 2 unique |
| `a25_24` | Grow and sell Coffee | categorical | 215 | 96.1% | 2 unique |
| `a25_25` | Grow and sell Coconut | categorical | 70 | 98.73% | 2 unique |
| `a25_98` | Grow and sell crop | categorical | 5,088 | 7.78% | 2 unique |
| `a26` | Crop grown and sold that generate most money | categorical | 4,374 | 20.72% | 26 unique |
| `a27_1` | Crops and livestock sold to  Co-operative | categorical | 4,375 | 20.7% | 2 unique |
| `a27_2` | Crops and livestock sold to  Wholesaler | categorical | 4,375 | 20.7% | 2 unique |
| `a27_3` | Crops and livestock sold to  Processor | categorical | 4,375 | 20.7% | 2 unique |
| `a27_4` | Crops and livestock sold to  Retailer | categorical | 4,375 | 20.7% | 2 unique |
| `a27_5` | Crops and livestock sold to  Direct to the public | categorical | 4,375 | 20.7% | 2 unique |
| `a27_6` | Crops and livestock sold to  Direct to a govern... | categorical | 4,375 | 20.7% | 2 unique |
| `a27_7` | Crops and livestock sold to  Middleman / Tradin... | categorical | 4,375 | 20.7% | 2 unique |
| `a27_10` | Crops and livestock sold to Other | categorical | 4,375 | 20.7% | 2 unique |
| `a27_98` | Know whom crops and livestock are sold to | categorical | 4,375 | 20.7% | 2 unique |
| `a27_oth` | Crops and livestock sold to  Other (specify) | categorical | 94 | 98.3% | 53 unique |
| `a28_1` | Sell crops and livestock at farm to neighbor or... | categorical | 4,375 | 20.7% | 2 unique |
| `a28_2` | Sell crops and livestock In village | categorical | 4,375 | 20.7% | 2 unique |
| `a28_3` | Sell crops and livestock at Local market | categorical | 4,375 | 20.7% | 2 unique |
| `a28_4` | Sell crops and livestock at Regional market | categorical | 4,375 | 20.7% | 2 unique |
| `a28_5` | Sell crops and livestock at Other places | categorical | 4,375 | 20.7% | 2 unique |
| `a28_98` | Know where crops and livestock sold at | categorical | 4,375 | 20.7% | 2 unique |
| `a28_oth` | Sell crops and livestock Other (specify) | categorical | 57 | 98.97% | 45 unique |
| `a29_1` | Sell crops and livestock at this location becau... | categorical | 4,363 | 20.92% | 2 unique |
| `a29_2` | Sell crops and livestock at this location becau... | categorical | 4,363 | 20.92% | 2 unique |
| `a29_3` | Sell crops and livestock at this location becau... | categorical | 4,363 | 20.92% | 2 unique |
| `a29_4` | Sell crops and livestock at this location becau... | categorical | 4,363 | 20.92% | 2 unique |
| `a29_5` | Sell crops and livestock at this location becau... | categorical | 4,363 | 20.92% | 2 unique |
| `a29_98` | Know why sell your crops and livestock at this ... | categorical | 4,363 | 20.92% | 2 unique |
| `a29_oth` | Sell crops and livestock at this location becau... | categorical | 367 | 93.35% | 348 unique |
| `a30` | Get current market price for crops and livestoc... | categorical | 4,375 | 20.7% | 3 unique |
| `a31` | Reason do not get current market price | categorical | 1,556 | 71.8% | 9 unique |
| `a31_oth` | Reason do not get current market price_Other (S... | categorical | 67 | 98.79% | 67 unique |
| `a32` | Have a contract to sell any crops or livestock | categorical | 4,375 | 20.7% | 3 unique |
| `a33_1` | Usually get paid by Cash | categorical | 4,375 | 20.7% | 2 unique |
| `a33_2` | Usually get paid by Cheque | categorical | 4,375 | 20.7% | 2 unique |
| `a33_4` | Usually get paid by Electronic funds transfer | categorical | 4,375 | 20.7% | 1 unique |
| `a33_5` | Usually get paid by Mobile banking | categorical | 4,375 | 20.7% | 2 unique |
| `a33_6` | Usually get paid by Payment in-kind (crops, lab... | categorical | 4,375 | 20.7% | 2 unique |
| `a33_7` | Usually get paid by Prepaid debit card | categorical | 4,375 | 20.7% | 2 unique |
| `a33_8` | Usually get paid by Other | categorical | 4,375 | 20.7% | 2 unique |
| `a33_oth` | Usually get paid by Other (specify) | categorical | 30 | 99.46% | 23 unique |
| `a35_1` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_2` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_3` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_4` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_5` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_6` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_7` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_8` | Challenges getting crops and livestock to your ... | categorical | 4,375 | 20.7% | 2 unique |
| `a35_oth` | Challenges getting crops and livestock to your ... | categorical | 248 | 95.5% | 171 unique |
| `a36_1` | Grow and trade  Maize | categorical | 4,340 | 21.33% | 2 unique |
| `a36_2` | Grow and trade  Paddy | categorical | 4,262 | 22.75% | 2 unique |
| `a36_3` | Grow and trade  Sorghum | categorical | 3,394 | 38.48% | 2 unique |
| `a36_4` | Grow and trade  Bulrush millet | categorical | 1,512 | 72.59% | 2 unique |
| `a36_5` | Grow and trade  Finger millet | categorical | 483 | 91.25% | 2 unique |
| `a36_6` | Grow and trade  Cassava | categorical | 2,809 | 49.08% | 2 unique |
| `a36_7` | Grow and trade  Sweet potatoes | categorical | 310 | 94.38% | 2 unique |
| `a36_8` | Grow and trade  Irish potatoes | categorical | 1,513 | 72.58% | 2 unique |
| `a36_9` | Grow and trade  Beans | categorical | 3,815 | 30.85% | 2 unique |
| `a36_10` | Grow and trade  Cowpeas | categorical | 930 | 83.14% | 2 unique |
| `a36_11` | Grow and trade  Pigeon peas | categorical | 218 | 96.05% | 2 unique |
| `a36_12` | Grow and trade  Sunflower | categorical | 2,406 | 56.39% | 2 unique |
| `a36_13` | Grow and trade  Simsim | categorical | 118 | 97.86% | 2 unique |
| `a36_14` | Grow and trade  Groundnuts | categorical | 14 | 99.75% | 1 unique |
| `a36_15` | Grow and trade  Tomatoes | categorical | 377 | 93.17% | 2 unique |
| `a36_16` | Grow and trade  Cabbage | categorical | 74 | 98.66% | 2 unique |
| `a36_17` | Grow and trade  Onions | categorical | 42 | 99.24% | 2 unique |
| `a36_18` | Grow and trade  Amaranth | categorical | 27 | 99.51% | 2 unique |
| `a36_19` | Grow and trade  Cashew nut | categorical | 1,125 | 79.61% | 2 unique |
| `a36_20` | Grow and trade  Banana | categorical | 70 | 98.73% | 2 unique |
| `a36_21` | Grow and trade  Cotton | categorical | 795 | 85.59% | 2 unique |
| `a36_22` | Grow and trade  Tobacco | categorical | 609 | 88.96% | 2 unique |
| `a36_23` | Grow and trade  Pyrethrum | categorical | 665 | 87.95% | 2 unique |
| `a36_24` | Grow and trade  Coffee | categorical | 215 | 96.1% | 2 unique |
| `a36_25` | Grow and trade  Coconut | categorical | 70 | 98.73% | 2 unique |
| `a36_26` | Grow and trade  Orange | categorical | 5,088 | 7.78% | 2 unique |
| `a37` | Crop grown and traded the most | categorical | 1,130 | 79.52% | 19 unique |
| `h1_1` | Generate income from -  Earning wages or salary... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_2` | Generate income from -  Earning wages from occa... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_3` | Generate income from -  Running own business in... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_4` | Generate income from -  Running own business by... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_5` | Generate income from -  Getting a grant, pensio... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_6` | Generate income from -  Getting money from fami... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_7` | Generate income from -  Growing something and s... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_8` | Generate income from -  Rearing livestock, poul... | categorical | 5,517 | 0.0% | 2 unique |
| `h1_9` | Generate income from -  Other (specify) | categorical | 5,517 | 0.0% | 2 unique |
| `h1_oth` | Generate income from -  Other (specify) | categorical | 315 | 94.29% | 190 unique |
| `h2a` | Main source of income in the last Month | categorical | 5,517 | 0.0% | 10 unique |
| `h2b` | Main source of income in the last 12 months | categorical | 5,517 | 0.0% | 10 unique |
| `h3` | Most important income source | categorical | 5,517 | 0.0% | 10 unique |
| `h4` | Income source like to get the most | categorical | 5,517 | 0.0% | 10 unique |
| `h5` | Most reliable income source | categorical | 5,517 | 0.0% | 10 unique |
| `h6` | Primary job (i.e., the job where you spend most... | categorical | 5,517 | 0.0% | 6 unique |
| `h6_oth` | Primary job (i.e., the job where you spend most... | categorical | 448 | 91.88% | 201 unique |
| `h7_1` | Secondary or side jobs - Farmer | categorical | 5,517 | 0.0% | 2 unique |
| `h7_2` | Secondary or side jobs - Professional, i.e., do... | categorical | 5,517 | 0.0% | 2 unique |
| `h7_3` | Secondary or side jobs - Shop owner | categorical | 5,517 | 0.0% | 2 unique |
| `h7_4` | Secondary or side jobs - Business owner | categorical | 5,517 | 0.0% | 2 unique |
| `h7_5` | Secondary or side jobs - Laborer | categorical | 5,517 | 0.0% | 2 unique |
| `h7_6` | Secondary or side jobs - Other | categorical | 5,517 | 0.0% | 2 unique |
| `h7_7` | Secondary or side jobs - None | categorical | 5,517 | 0.0% | 2 unique |
| `h7_oth` | Secondary or side jobs - Other (specify) | categorical | 310 | 94.38% | 240 unique |
| `h8` | Frequency main source of income is received | categorical | 5,517 | 0.0% | 7 unique |
| `h9_1` | Other ways to get income - Buy/get agricultural... | categorical | 5,517 | 0.0% | 2 unique |
| `h9_2` | Other ways to get income - Buy/get agricultural... | categorical | 5,517 | 0.0% | 2 unique |
| `h9_6` | Other ways to get income - No other way | categorical | 5,517 | 0.0% | 2 unique |
| `h9_7` | Other ways to get income -  Rent land to farmer... | categorical | 5,517 | 0.0% | 2 unique |
| `h9_8` | Ways to get income - Other | categorical | 5,517 | 0.0% | 2 unique |
| `h9_9` | Get income in other ways | categorical | 5,517 | 0.0% | 2 unique |
| `h9_oth` | Other ways to get income - Other (specify) | categorical | 390 | 92.93% | 277 unique |
| `h10_1` | Receive income from  Government benefits (pensi... | categorical | 5,517 | 0.0% | 2 unique |
| `h10_10` | Receive income from Remittances/monetary or oth... | categorical | 5,517 | 0.0% | 2 unique |
| `h10_13` | Receive income from Other donor/NGO benefits | categorical | 5,517 | 0.0% | 2 unique |
| `h10_14` | Receive income from occasional paid assignments... | categorical | 5,517 | 0.0% | 2 unique |
| `h10_15` | Receive income from occasionally sell my belong... | categorical | 5,517 | 0.0% | 2 unique |
| `h10_17` | Receive income from Other | categorical | 5,517 | 0.0% | 2 unique |
| `h10_oth` | Receive income from  Other (specify) | categorical | 1,703 | 69.13% | 167 unique |
| `h11_1` | Receive payment from  Direct deposit to a bank ... | categorical | 82 | 98.51% | 2 unique |
| `h11_2` | Receive payment from  Personal pick-up in cash | categorical | 82 | 98.51% | 2 unique |
| `h11_3` | Receive payment from  Personal pick-up in cheque | categorical | 82 | 98.51% | 2 unique |
| `h11_4` | Receive payment from  Courier delivery | categorical | 82 | 98.51% | 2 unique |
| `h11_6` | Receive payment from  Deposit to an agent’s m-m... | categorical | 82 | 98.51% | 2 unique |
| `h11_7` | Receive payment from  Deposit to another person... | categorical | 82 | 98.51% | 1 unique |
| `h11_8` | Receive payment from  Digital card (pre-paid ca... | categorical | 82 | 98.51% | 2 unique |
| `h11_9` | Receive payment from  Western Union/ Money Gram | categorical | 82 | 98.51% | 2 unique |
| `h11_10` | Receive payment from  Other | categorical | 82 | 98.51% | 2 unique |
| `h11_11` | Receive payment _Don’t know | categorical | 82 | 98.51% | 2 unique |
| `h11_98` | Receive payment from government - Don’t know ... | categorical | 82 | 98.51% | 2 unique |
| `h11_oth` | Receive payment from  Other (specify) | categorical | 6 | 99.89% | 6 unique |
| `h14_1` | How often make expenses for  Grocery purchases | categorical | 5,517 | 0.0% | 7 unique |
| `h14_2` | How often make expenses for  Transportation | categorical | 5,517 | 0.0% | 7 unique |
| `h14_3` | How often make expenses for  Medicine, medical ... | categorical | 5,517 | 0.0% | 7 unique |
| `h14_4` | How often make expenses for  Educational expens... | categorical | 5,517 | 0.0% | 7 unique |
| `h14_5` | How often make expenses for  Bills: utility bil... | categorical | 5,517 | 0.0% | 7 unique |
| `h14_6` | How often make expenses for  Emergency expenses... | categorical | 5,517 | 0.0% | 7 unique |
| `h14_7` | How often make expenses for  Investment in busi... | categorical | 5,517 | 0.0% | 7 unique |
| `h14_8` | How often make expenses for  Make a large purch... | categorical | 5,517 | 0.0% | 7 unique |
| `h14_9` | How often make expenses for  Home repairs | categorical | 5,517 | 0.0% | 7 unique |
| `h14_10` | How often make expenses for  Other (specify) | categorical | 5,517 | 0.0% | 7 unique |
| `h14_oth1` | How often make expenses for Emergency - (others... | categorical | 1,835 | 66.74% | 517 unique |
| `h14_oth2` | Frequency of expenses -  Other expenses (specif... | categorical | 30 | 99.46% | 25 unique |
| `f62` | Literacy | categorical | 5,046 | 8.54% | 6 unique |
| `f63_1` | Have an official identification -  Government-i... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_2` | Have an official identification -  East African... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_3` | Have an official identification -  Internationa... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_4` | Have an official identification -  Driver’s lic... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_5` | Have an official identification -  School-issue... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_6` | Have an official identification -  Voters card | categorical | 5,517 | 0.0% | 2 unique |
| `f63_7` | Have an official identification -  Ration card | categorical | 5,517 | 0.0% | 2 unique |
| `f63_8` | Have an official identification -  Employee ID ... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_9` | Have an official identification -  Military ID | categorical | 5,517 | 0.0% | 2 unique |
| `f63_10` | Have an official identification -  Birth Certif... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_11` | Have an official identification -  Village/LC ID | categorical | 5,517 | 0.0% | 2 unique |
| `f63_12` | Have an official identification - Other identif... | categorical | 5,517 | 0.0% | 2 unique |
| `f63_oth` | Have an official identification - Other identif... | categorical | 184 | 96.66% | 70 unique |
| `d2` | D2 .Relationship with household head | categorical | 5,517 | 0.0% | 10 unique |
| `d3` | Gender | categorical | 5,517 | 0.0% | 2 unique |
| `d4` | D4 .Marital status | categorical | 5,517 | 0.0% | 5 unique |
| `d5` | D5 .Age (in  years) | numeric | 5,517 | 0.0% | [15-95] |
| `d6` | D6 .Ever attended school | categorical | 5,517 | 0.0% | 2 unique |
| `d7` | D7 .Currently attending school | categorical | 5,047 | 8.52% | 4 unique |
| `d8` | D8 .Highest grade attended | categorical | 5,045 | 8.56% | 11 unique |
| `d9` | D9 .Completed highest grade attended | categorical | 5,047 | 8.52% | 2 unique |
| `d10` | D10 .Ccontribute to the household income | categorical | 5,517 | 0.0% | 2 unique |
| `d11` | D11 .Participate in the household’s agricultura... | categorical | 5,517 | 0.0% | 2 unique |
| `d12` | D12.Eligible for individual household member qu... | categorical | 5,517 | 0.0% | 2 unique |
| `stratum` | Design Stratum | categorical | 5,517 | 0.0% | 8 unique |
| `indmul_weight` | Individual Weight | numeric | 5,517 | 0.0% | [0-3] |
| `urb_rur` | Urban-Rural residence | numeric | 5,517 | 0.0% | [1-2]; vals: [1, 2] |