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Data Dictionary - TZA

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

Household Table

  • Rows: 2,993
  • Columns: 275
Column Description Type Non-Null Null % Details
country_code - categorical 2,993 0.0% 1 unique
survey_year - numeric 2,993 0.0% [2015-2015]; vals: [2015]
sbjnum - numeric 2,993 0.0% [28621798-29828751]
starttime - numeric 2,993 0.0% [25740000-67800000]
endtime - numeric 2,993 0.0% [29460000-71880000]
zone - numeric 2,993 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
ward - numeric 2,993 0.0% [1-206]
urb_rur - numeric 2,993 0.0% [1-2]; vals: [1, 2]
hh1 - numeric 2,993 0.0% [1-212]
hh2 - numeric 2,993 0.0% [1-17]
hh5 - categorical 2,993 0.0% 33 unique
hh6 - numeric 2,993 0.0% [1-28]
hh7 - numeric 2,993 0.0% [1-136]
hh10 - numeric 2,993 0.0% [1-20]
hh11 - numeric 2,993 0.0% [1-8]
d0 - numeric 2,993 0.0% [1-8]
d2_1 - numeric 2,993 0.0% [1-1]; vals: [1]
d2_2 - numeric 2,811 6.08% [2-10]
d2_3 - numeric 2,492 16.74% [2-10]
d2_4 - numeric 2,079 30.54% [2-10]
d2_5 - numeric 1,596 46.68% [2-10]
d2_6 - numeric 1,116 62.71% [2-10]
d2_7 - numeric 712 76.21% [2-10]
d2_8 - numeric 447 85.07% [2-10]
d2_9 - numeric 267 91.08% [2-10]
d2_10 - numeric 160 94.65% [3-9]
d2_11 - numeric 86 97.13% [3-9]; vals: [3.0, 4.0, 5.0, 7.0, 9.0]
d2_12 - numeric 55 98.16% [3-9]; vals: [3.0, 4.0, 5.0, 8.0, 9.0]
d2_13 - numeric 34 98.86% [3-9]; vals: [3.0, 5.0, 7.0, 9.0]
d2_14 - numeric 21 99.3% [3-9]; vals: [3.0, 5.0, 9.0]
d2_15 - numeric 10 99.67% [3-5]; vals: [3.0, 5.0]
d2_16 - numeric 7 99.77% [3-9]; vals: [3.0, 5.0, 9.0]
d2_17 - numeric 3 99.9% [5-9]; vals: [5.0, 9.0]
d2_18 - numeric 2 99.93% [5-5]; vals: [5.0]
d2_19 - numeric 1 99.97% [5-5]; vals: [5.0]
d2_20 - numeric 1 99.97% [5-5]; vals: [5.0]
d3_1 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d3_2 - numeric 2,811 6.08% [1-2]; vals: [1.0, 2.0]
d3_3 - numeric 2,492 16.74% [1-2]; vals: [1.0, 2.0]
d3_4 - numeric 2,079 30.54% [1-2]; vals: [1.0, 2.0]
d3_5 - numeric 1,596 46.68% [1-2]; vals: [1.0, 2.0]
d3_6 - numeric 1,116 62.71% [1-2]; vals: [1.0, 2.0]
d3_7 - numeric 712 76.21% [1-2]; vals: [1.0, 2.0]
d3_8 - numeric 447 85.07% [1-2]; vals: [1.0, 2.0]
d3_9 - numeric 267 91.08% [1-2]; vals: [1.0, 2.0]
d3_10 - numeric 160 94.65% [1-2]; vals: [1.0, 2.0]
d3_11 - numeric 86 97.13% [1-2]; vals: [1.0, 2.0]
d3_12 - numeric 55 98.16% [1-2]; vals: [1.0, 2.0]
d3_13 - numeric 34 98.86% [1-2]; vals: [1.0, 2.0]
d3_14 - numeric 21 99.3% [1-2]; vals: [1.0, 2.0]
d3_15 - numeric 10 99.67% [1-2]; vals: [1.0, 2.0]
d3_16 - numeric 7 99.77% [1-2]; vals: [1.0, 2.0]
d3_17 - numeric 3 99.9% [1-2]; vals: [1.0, 2.0]
d3_18 - numeric 2 99.93% [1-2]; vals: [1.0, 2.0]
d3_19 - numeric 1 99.97% [2-2]; vals: [2.0]
d3_20 - numeric 1 99.97% [2-2]; vals: [2.0]
d4_1 - numeric 2,993 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
d4_2 - numeric 2,811 6.08% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
d4_3 - numeric 2,492 16.74% [1-98]
d4_4 - numeric 2,079 30.54% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
d4_5 - numeric 1,596 46.68% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
d4_6 - numeric 1,116 62.71% [1-5]; vals: [1.0, 2.0, 4.0, 5.0]
d4_7 - numeric 712 76.21% [1-98]; vals: [1.0, 2.0, 4.0, 5.0, 98.0]
d4_8 - numeric 447 85.07% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
d4_9 - numeric 267 91.08% [1-5]; vals: [1.0, 2.0, 3.0, 5.0]
d4_10 - numeric 160 94.65% [1-5]; vals: [1.0, 2.0, 4.0, 5.0]
d4_11 - numeric 86 97.13% [1-5]; vals: [1.0, 2.0, 5.0]
d4_12 - numeric 55 98.16% [1-5]; vals: [1.0, 2.0, 5.0]
d4_13 - numeric 34 98.86% [1-5]; vals: [1.0, 2.0, 5.0]
d4_14 - numeric 21 99.3% [1-5]; vals: [1.0, 5.0]
d4_15 - numeric 10 99.67% [1-5]; vals: [1.0, 5.0]
d4_16 - numeric 7 99.77% [1-5]; vals: [1.0, 5.0]
d4_17 - numeric 3 99.9% [1-5]; vals: [1.0, 5.0]
d4_18 - numeric 2 99.93% [1-5]; vals: [1.0, 5.0]
d4_19 - numeric 1 99.97% [5-5]; vals: [5.0]
d4_20 - numeric 1 99.97% [5-5]; vals: [5.0]
d5_1 - numeric 2,993 0.0% [18-100]
d5_2 - numeric 2,811 6.08% [0-100]
d5_3 - numeric 2,492 16.74% [0-100]
d5_4 - numeric 2,079 30.54% [0-80]
d5_5 - numeric 1,596 46.68% [0-86]
d5_6 - numeric 1,116 62.71% [0-90]
d5_7 - numeric 712 76.21% [0-89]
d5_8 - numeric 447 85.07% [0-75]
d5_9 - numeric 267 91.08% [0-60]
d5_10 - numeric 160 94.65% [0-68]
d5_11 - numeric 86 97.13% [0-35]
d5_12 - numeric 55 98.16% [0-40]
d5_13 - numeric 34 98.86% [0-35]
d5_14 - numeric 21 99.3% [0-34]
d5_15 - numeric 10 99.67% [1-34]
d5_16 - numeric 7 99.77% [1-33]; vals: [1.0, 2.0, 6.0, 33.0]
d5_17 - numeric 3 99.9% [0-23]; vals: [0.0, 23.0]
d5_18 - numeric 2 99.93% [0-22]; vals: [0.0, 22.0]
d5_19 - numeric 1 99.97% [26-26]; vals: [26.0]
d5_20 - numeric 1 99.97% [20-20]; vals: [20.0]
d6_1 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d6_2 - numeric 2,811 6.08% [1-2]; vals: [1.0, 2.0]
d6_3 - numeric 2,492 16.74% [1-2]; vals: [1.0, 2.0]
d6_4 - numeric 2,079 30.54% [1-2]; vals: [1.0, 2.0]
d6_5 - numeric 1,596 46.68% [1-2]; vals: [1.0, 2.0]
d6_6 - numeric 1,116 62.71% [1-2]; vals: [1.0, 2.0]
d6_7 - numeric 712 76.21% [1-2]; vals: [1.0, 2.0]
d6_8 - numeric 447 85.07% [1-2]; vals: [1.0, 2.0]
d6_9 - numeric 267 91.08% [1-2]; vals: [1.0, 2.0]
d6_10 - numeric 160 94.65% [1-2]; vals: [1.0, 2.0]
d6_11 - numeric 86 97.13% [1-2]; vals: [1.0, 2.0]
d6_12 - numeric 55 98.16% [1-2]; vals: [1.0, 2.0]
d6_13 - numeric 34 98.86% [1-2]; vals: [1.0, 2.0]
d6_14 - numeric 21 99.3% [1-2]; vals: [1.0, 2.0]
d6_15 - numeric 10 99.67% [1-2]; vals: [1.0, 2.0]
d6_16 - numeric 7 99.77% [2-2]; vals: [2.0]
d6_17 - numeric 3 99.9% [2-2]; vals: [2.0]
d6_18 - numeric 2 99.93% [2-2]; vals: [2.0]
d6_19 - numeric 1 99.97% [2-2]; vals: [2.0]
d6_20 - numeric 1 99.97% [2-2]; vals: [2.0]
d7_1 - numeric 2,262 24.42% [1-3]; vals: [1.0, 2.0, 3.0]
d7_2 - numeric 2,045 31.67% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
d7_3 - numeric 1,966 34.31% [1-3]; vals: [1.0, 2.0, 3.0]
d7_4 - numeric 1,593 46.78% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
d7_5 - numeric 1,053 64.82% [1-3]; vals: [1.0, 2.0, 3.0]
d7_6 - numeric 640 78.62% [1-3]; vals: [1.0, 2.0, 3.0]
d7_7 - numeric 356 88.11% [1-3]; vals: [1.0, 2.0, 3.0]
d7_8 - numeric 194 93.52% [1-3]; vals: [1.0, 2.0, 3.0]
d7_9 - numeric 112 96.26% [1-3]; vals: [1.0, 2.0, 3.0]
d7_10 - numeric 58 98.06% [1-3]; vals: [1.0, 2.0, 3.0]
d7_11 - numeric 29 99.03% [1-3]; vals: [1.0, 2.0, 3.0]
d7_12 - numeric 16 99.47% [1-3]; vals: [1.0, 2.0, 3.0]
d7_13 - numeric 6 99.8% [1-2]; vals: [1.0, 2.0]
d7_14 - numeric 4 99.87% [1-3]; vals: [1.0, 3.0]
d7_15 - numeric 1 99.97% [1-1]; vals: [1.0]
d7_16 - numeric 0 100.0% -
d7_17 - numeric 0 100.0% -
d7_18 - numeric 0 100.0% -
d7_19 - numeric 0 100.0% -
d7_20 - numeric 0 100.0% -
d8_1 - numeric 2,262 24.42% [0-98]
d8_2 - numeric 2,045 31.67% [0-98]
d8_3 - numeric 1,966 34.31% [0-98]
d8_4 - numeric 1,593 46.78% [0-8]
d8_5 - numeric 1,053 64.82% [0-7]
d8_6 - numeric 640 78.62% [0-98]
d8_7 - numeric 356 88.11% [0-7]
d8_8 - numeric 194 93.52% [0-7]
d8_9 - numeric 112 96.26% [0-5]
d8_10 - numeric 58 98.06% [0-5]
d8_11 - numeric 29 99.03% [0-4]; vals: [0.0, 1.0, 2.0, 3.0, 4.0]
d8_12 - numeric 16 99.47% [0-3]; vals: [0.0, 1.0, 2.0, 3.0]
d8_13 - numeric 6 99.8% [2-2]; vals: [2.0]
d8_14 - numeric 4 99.87% [2-4]; vals: [2.0, 4.0]
d8_15 - numeric 1 99.97% [2-2]; vals: [2.0]
d8_16 - numeric 0 100.0% -
d8_17 - numeric 0 100.0% -
d8_18 - numeric 0 100.0% -
d8_19 - numeric 0 100.0% -
d8_20 - numeric 0 100.0% -
d9_1 - numeric 2,262 24.42% [1-2]; vals: [1.0, 2.0]
d9_2 - numeric 2,045 31.67% [1-2]; vals: [1.0, 2.0]
d9_3 - numeric 1,966 34.31% [1-2]; vals: [1.0, 2.0]
d9_4 - numeric 1,593 46.78% [1-2]; vals: [1.0, 2.0]
d9_5 - numeric 1,053 64.82% [1-2]; vals: [1.0, 2.0]
d9_6 - numeric 640 78.62% [1-2]; vals: [1.0, 2.0]
d9_7 - numeric 356 88.11% [1-2]; vals: [1.0, 2.0]
d9_8 - numeric 194 93.52% [1-2]; vals: [1.0, 2.0]
d9_9 - numeric 112 96.26% [1-2]; vals: [1.0, 2.0]
d9_10 - numeric 58 98.06% [1-2]; vals: [1.0, 2.0]
d9_11 - numeric 29 99.03% [1-2]; vals: [1.0, 2.0]
d9_12 - numeric 16 99.47% [1-2]; vals: [1.0, 2.0]
d9_13 - numeric 6 99.8% [1-2]; vals: [1.0, 2.0]
d9_14 - numeric 4 99.87% [1-2]; vals: [1.0, 2.0]
d9_15 - numeric 1 99.97% [1-1]; vals: [1.0]
d9_16 - numeric 0 100.0% -
d9_17 - numeric 0 100.0% -
d9_18 - numeric 0 100.0% -
d9_19 - numeric 0 100.0% -
d9_20 - numeric 0 100.0% -
d10_1 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d10_2 - numeric 2,613 12.7% [1-2]; vals: [1.0, 2.0]
d10_3 - numeric 1,273 57.47% [1-2]; vals: [1.0, 2.0]
d10_4 - numeric 685 77.11% [1-2]; vals: [1.0, 2.0]
d10_5 - numeric 337 88.74% [1-2]; vals: [1.0, 2.0]
d10_6 - numeric 165 94.49% [1-2]; vals: [1.0, 2.0]
d10_7 - numeric 84 97.19% [1-2]; vals: [1.0, 2.0]
d10_8 - numeric 51 98.3% [1-2]; vals: [1.0, 2.0]
d10_9 - numeric 24 99.2% [1-2]; vals: [1.0, 2.0]
d10_10 - numeric 15 99.5% [1-2]; vals: [1.0, 2.0]
d10_11 - numeric 9 99.7% [1-2]; vals: [1.0, 2.0]
d10_12 - numeric 6 99.8% [1-2]; vals: [1.0, 2.0]
d10_13 - numeric 3 99.9% [1-2]; vals: [1.0, 2.0]
d10_14 - numeric 4 99.87% [2-2]; vals: [2.0]
d10_15 - numeric 1 99.97% [2-2]; vals: [2.0]
d10_16 - numeric 1 99.97% [2-2]; vals: [2.0]
d10_17 - numeric 1 99.97% [2-2]; vals: [2.0]
d10_18 - numeric 1 99.97% [2-2]; vals: [2.0]
d10_19 - numeric 1 99.97% [2-2]; vals: [2.0]
d10_20 - numeric 1 99.97% [2-2]; vals: [2.0]
d11_1 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d11_2 - numeric 2,613 12.7% [1-2]; vals: [1.0, 2.0]
d11_3 - numeric 1,273 57.47% [1-2]; vals: [1.0, 2.0]
d11_4 - numeric 685 77.11% [1-2]; vals: [1.0, 2.0]
d11_5 - numeric 337 88.74% [1-2]; vals: [1.0, 2.0]
d11_6 - numeric 165 94.49% [1-2]; vals: [1.0, 2.0]
d11_7 - numeric 84 97.19% [1-2]; vals: [1.0, 2.0]
d11_8 - numeric 51 98.3% [1-2]; vals: [1.0, 2.0]
d11_9 - numeric 24 99.2% [1-2]; vals: [1.0, 2.0]
d11_10 - numeric 15 99.5% [1-2]; vals: [1.0, 2.0]
d11_11 - numeric 9 99.7% [1-2]; vals: [1.0, 2.0]
d11_12 - numeric 6 99.8% [1-2]; vals: [1.0, 2.0]
d11_13 - numeric 3 99.9% [1-2]; vals: [1.0, 2.0]
d11_14 - numeric 4 99.87% [2-2]; vals: [2.0]
d11_15 - numeric 1 99.97% [2-2]; vals: [2.0]
d11_16 - numeric 1 99.97% [2-2]; vals: [2.0]
d11_17 - numeric 1 99.97% [2-2]; vals: [2.0]
d11_18 - numeric 1 99.97% [2-2]; vals: [2.0]
d11_19 - numeric 1 99.97% [2-2]; vals: [2.0]
d11_20 - numeric 1 99.97% [2-2]; vals: [2.0]
d12_1 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d12_2 - numeric 2,613 12.7% [1-2]; vals: [1.0, 2.0]
d12_3 - numeric 1,273 57.47% [1-2]; vals: [1.0, 2.0]
d12_4 - numeric 685 77.11% [1-2]; vals: [1.0, 2.0]
d12_5 - numeric 337 88.74% [1-2]; vals: [1.0, 2.0]
d12_6 - numeric 165 94.49% [1-2]; vals: [1.0, 2.0]
d12_7 - numeric 84 97.19% [1-2]; vals: [1.0, 2.0]
d12_8 - numeric 51 98.3% [1-2]; vals: [1.0, 2.0]
d12_9 - numeric 24 99.2% [1-2]; vals: [1.0, 2.0]
d12_10 - numeric 15 99.5% [1-2]; vals: [1.0, 2.0]
d12_11 - numeric 9 99.7% [1-2]; vals: [1.0, 2.0]
d12_12 - numeric 6 99.8% [1-2]; vals: [1.0, 2.0]
d12_13 - numeric 3 99.9% [1-2]; vals: [1.0, 2.0]
d12_14 - numeric 4 99.87% [2-2]; vals: [2.0]
d12_15 - numeric 1 99.97% [2-2]; vals: [2.0]
d12_16 - numeric 1 99.97% [2-2]; vals: [2.0]
d12_17 - numeric 1 99.97% [2-2]; vals: [2.0]
d12_18 - numeric 1 99.97% [2-2]; vals: [2.0]
d12_19 - numeric 1 99.97% [2-2]; vals: [2.0]
d12_20 - numeric 1 99.97% [2-2]; vals: [2.0]
d14 - categorical 2,993 0.0% 214 unique
d15 - numeric 2,993 0.0% [1-98]
d15_oth - categorical 229 92.35% 96 unique
d17 - numeric 2,993 0.0% [1-98]
d17_oth - categorical 188 93.72% 57 unique
d19 - numeric 2,959 1.14% [5000-1000000]
d20 - numeric 2,993 0.0% [1-98]; vals: [1, 3, 4, 5, 98]
d21 - numeric 2,893 3.34% [5000-1500000]
d22_1 - numeric 2,993 0.0% [1-98]
d22_2 - numeric 2,993 0.0% [1-98]
d22_3 - numeric 2,993 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
d22_4 - numeric 2,993 0.0% [1-98]
d22_5 - numeric 2,993 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
d22_6 - numeric 2,993 0.0% [1-98]
d22_7 - numeric 2,993 0.0% [1-98]
d22_8 - numeric 2,993 0.0% [1-98]
d22_9 - numeric 2,993 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
d23_1 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d23_2 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d23_3 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d23_4 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d23_5 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d23_6 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d23_7 - numeric 2,993 0.0% [1-98]; vals: [1, 2, 3, 98]
d24 - numeric 2,993 0.0% [0-98]
d25 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d26 - numeric 2,993 0.0% [1-3]; vals: [1, 2, 3]
d27 - numeric 2,993 0.0% [1-3]; vals: [1, 2, 3]
d28 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d29 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d30 - numeric 2,993 0.0% [1-2]; vals: [1, 2]
d31 - numeric 2,993 0.0% [1-4]; vals: [1, 2, 3, 4]
d32 - numeric 2,993 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
hh_weight - numeric 2,993 0.0% [0-5]
head_agegrp - numeric 2,993 0.0% [2-6]; vals: [2, 3, 4, 5, 6]
ppi_score - numeric 2,993 0.0% [3-93]
ppi_prob - numeric 2,993 0.0% [7-100]
ppi_cutoff - numeric 2,993 0.0% [0-1]; vals: [0, 1]
stratum - numeric 2,993 0.0% [1-10]

Single Table

  • Rows: 2,795
  • Columns: 1017
Column Description Type Non-Null Null % Details
country_code - categorical 2,795 0.0% 1 unique
survey_year - numeric 2,795 0.0% [2015-2015]; vals: [2015]
sbjnum SbjNum numeric 2,795 0.0% [28621798-29828751]
starttime starttime numeric 2,795 0.0% [25740000-67800000]
endtime ENDtime numeric 2,795 0.0% [29460000-71880000]
i1 CGAP cluster number: numeric 2,795 0.0% [1-212]
i2 Household Number numeric 2,795 0.0% [1-17]
i4 Household member’s line number numeric 2,795 0.0% [1-9]
i7 Day / Month / Year of interview: categorical 2,795 0.0% 33 unique
zone Zone numeric 2,795 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
i8 Region numeric 2,795 0.0% [1-28]
i9 District numeric 2,795 0.0% [1-136]
ward Ward numeric 2,795 0.0% [1-206]
urb_rur Urban-rural residence numeric 2,795 0.0% [1-2]; vals: [1, 2]
a99 Participate in household’s agricultural activities numeric 2,795 0.0% [1-2]; vals: [1, 2]
a38 Number of years in farming numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 4.0, 98.0]
a39 Intend to keep working in agriculture numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a40 What makes less likely to stay in agriculture categorical 80 97.14% 78 unique
a41_1 I enjoy agriculture numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_2 I enjoy agriculture numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_3 I want to expand my agricultural activities by ... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_4 I would take full time employment if I were off... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_5 I am satisfied with what my agricultural activi... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_6 I regard my agricultural activities as the lega... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_7 I just work to make ends meet numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a41_8 I want my children to continue in agriculture numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a42_1 Member of group or association - A planting, w... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_2 Member of group or association - An exporting ... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_3 Member of group or association - Trade union numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_4 Member of group or association - Merry go roun... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_5 Member of group or association - Women’s group... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_6 Member of group or association - Processors group numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_7 Member of group or association - Cooperative/P... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_8 Member of group or association - Farm implemen... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_9 Member of group or association - SACCO numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_10 Member of group or association - Other numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_11 Member of group or association - None numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a42_oth Member of group or association - (Other (specify)) categorical 228 91.84% 122 unique
a43_1 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_2 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_3 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_4 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_5 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_6 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_7 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_8 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_9 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_10 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_11 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_12 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_13 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_14 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_15 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_16 Types of services from groups or associations -... numeric 689 75.35% [1-2]; vals: [1.0, 2.0]
a43_oth Types of services from groups or associations -... categorical 61 97.82% 60 unique
a44_1 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_2 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_3 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_4 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_5 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_6 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_7 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_8 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_9 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_10 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_11 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_12 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_13 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_14 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_15 Use of sources of information for agricultural ... numeric 2,638 5.62% [1-98]
a44_16 Use of sources of information for agricultural ... numeric 2,638 5.62% [2-98]; vals: [2.0, 3.0, 4.0, 5.0, 98.0]
a44_oth Please record other sources of information for ... categorical 2 99.93% 2 unique
a47_1 Importanceto keep money aside for Fertilizer numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_2 Importanceto keep money aside for Seeds numeric 2,638 5.62% [1-3]; vals: [1.0, 2.0, 3.0]
a47_3 Importanceto keep money aside for Pesticides numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_4 Importanceto keep money aside for Equipment numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_5 Importanceto keep money aside for Fuel numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_6 Importanceto keep money aside for Hiring staff ... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_7 Importanceto keep money aside for Security numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_8 Importanceto keep money aside for For future in... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_9 Importanceto keep money aside for Crop storage ... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_10 Importanceto keep money aside for Irrigation numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_11 Importanceto keep money aside for Transportation numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_12 Importanceto keep money aside for Agriculture m... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_13 Importanceto keep money aside for Other (specify) numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
a47_oth Please record other agricultural need mentioned categorical 184 93.42% 90 unique
a48_1 Currently keep money aside for Fertilizer numeric 2,449 12.38% [1-98]; vals: [1.0, 2.0, 98.0]
a48_2 Currently keep money aside for Seeds numeric 2,578 7.76% [1-98]; vals: [1.0, 2.0, 98.0]
a48_3 Currently keep money aside for Pesticides numeric 2,535 9.3% [1-98]; vals: [1.0, 2.0, 98.0]
a48_4 Currently keep money aside for Equipment numeric 2,564 8.26% [1-98]; vals: [1.0, 2.0, 98.0]
a48_5 Currently keep money aside for Fuel numeric 2,062 26.23% [1-98]; vals: [1.0, 2.0, 98.0]
a48_6 Currently keep money aside for Hiring staff / w... numeric 2,163 22.61% [1-98]; vals: [1.0, 2.0, 98.0]
a48_7 Currently keep money aside for Security numeric 1,870 33.09% [1-98]; vals: [1.0, 2.0, 98.0]
a48_8 Currently keep money aside for Future investmen... numeric 2,418 13.49% [1-98]; vals: [1.0, 2.0, 98.0]
a48_9 Currently keep money aside for Crop storage aft... numeric 2,509 10.23% [1-98]; vals: [1.0, 2.0, 98.0]
a48_10 Currently keep money aside for Irrigation numeric 2,013 27.98% [1-98]; vals: [1.0, 2.0, 98.0]
a48_11 Currently keep money aside for Transportation numeric 2,213 20.82% [1-98]; vals: [1.0, 2.0, 98.0]
a48_12 Currently keep money aside for Agriculture mach... numeric 2,329 16.67% [1-98]; vals: [1.0, 2.0, 98.0]
a48_13 Currently keep money aside for Other numeric 54 98.07% [1-98]; vals: [1.0, 2.0, 98.0]
a48_oth Currently keep money aside for Others (specified) categorical 9 99.68% 9 unique
a49_1 Want to keep money aside for Fertilizer numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_2 Want to keep money aside for Seeds numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_3 Want to keep money aside for Pesticides numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_4 Want to keep money aside for Equipment numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_5 Want to keep money aside for Fuel numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_6 Want to keep money aside for Hiring staff / wor... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_7 Want to keep money aside for Security numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_8 Want to keep money aside for For future investm... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_9 Want to keep money aside for Crop storage after... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_10 Want to keep money aside for Irrigation numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_11 Want to keep money aside for Transportation numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_12 Want to keep money aside for Agriculture machin... numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_13 Want to keep money aside for Other (specify) numeric 2,638 5.62% [1-98]; vals: [1.0, 2.0, 98.0]
a49_oth Want to keep money aside for Other agricultural... categorical 38 98.64% 31 unique
a52 Currently store any crops after harvest numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a53_1 Normally store Maize numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_2 Normally store Paddy numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_3 Normally store Sorghum numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_4 Normally store Bulrush millet numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_5 Normally store Finger millet numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_6 Normally store Cassava numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_7 Normally store Sweet potatoes numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_8 Normally store Irish potatoes numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_9 Normally store Beans numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_10 Normally store Cowpeas numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_11 Normally store Pigeon peas numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_12 Normally store Sunflower numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_13 Normally store Simsim numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_14 Normally store Groundnuts numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_15 Normally store Tomatoes numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_16 Normally store Cabbage numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_17 Normally store Onions numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_18 Normally store Amaranth numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_19 Normally store Cashew nut numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_20 Normally store Banana numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_21 Normally store Cotton numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_22 Normally store Tobacco numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_23 Normally store Pyrethrum numeric 2,008 28.16% [2-2]; vals: [2.0]
a53_24 Normally store Coffee numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_25 Normally store Coconut numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_26 Normally store Orange numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_27 Normally store Sugar cane numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_28 Normally store Palm oil numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_29 Normally store Other 1 numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_30 Normally store Other 2 numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_31 Normally store Other 3 numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_32 Normally store None numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a53_oth1 Normally store Other 1 categorical 50 98.21% 13 unique
a53_oth2 Normally store Other 2 categorical 3 99.89% 3 unique
a53_oth3 Normally store Other 3 categorical 1 99.96% 1 unique
a55 Where crops stored categorical 2,005 28.26% 524 unique
a56_1 Reason to store crops - I am waiting for the p... numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_2 Reason to store crops - Storage is good way to... numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_3 Reason to store crops - So my family can have ... numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_4 Reason to store crops - I store so I can pay f... numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_5 Reason to store crops - I store for another ma... numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_6 Reason to store crops - I store it so we can c... numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_7 Reason to store crops - Other numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_8 Reason to store crops - Don’t know numeric 2,008 28.16% [1-2]; vals: [1.0, 2.0]
a56_oth Reason to store crops (Other (specify)) categorical 102 96.35% 86 unique
a57_1 Reason for not currently storing crops - There... numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_2 Reason for not currently storing crops - Stora... numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_3 Reason for not currently storing crops - There... numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_4 Reason for not currently storing crops - It is... numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_5 Reason for not currently storing crops - I nee... numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_6 Reason for not currently storing crops - Other numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_7 Reason for not currently storing crops - Don’t... numeric 630 77.46% [1-2]; vals: [1.0, 2.0]
a57_oth Reason for not currently storing crops - (Othe... categorical 89 96.82% 69 unique
a58 Have ever purchased livestock as an investment numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a59 Currently have livestock that are investments numeric 743 73.42% [1-2]; vals: [1.0, 2.0]
a60 Most significant risk to your agricultural acti... numeric 2,638 5.62% [1-98]
a60_oth Most significant risk to your agricultural acti... categorical 16 99.43% 16 unique
a61_1 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_2 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_3 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_4 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_5 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_6 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_7 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_8 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_9 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_10 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_11 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a61_12 Agricultural activities been seriously affected... numeric 2,638 5.62% [1-2]; vals: [1.0, 2.0]
a62_1 Way mainly coped with Weather - related event (... numeric 2,070 25.94% [1-98]
a62_2 Way mainly coped with Pests / diseases numeric 1,758 37.1% [1-98]
a62_3 Way mainly coped with Accident (e.g. fire) or t... numeric 280 89.98% [1-98]
a62_4 Way mainly coped with Unexpected price fluctuat... numeric 647 76.85% [1-98]
a62_5 Way mainly coped with Unexpected price fluctuat... numeric 782 72.02% [1-98]
a62_6 Way mainly coped with Contracts not being honored numeric 38 98.64% [1-10]
a62_7 Way mainly coped with Market downturn / crops o... numeric 325 88.37% [1-10]
a62_8 Way mainly coped with Breakdown of equipment numeric 320 88.55% [1-10]
a62_9 Way mainly coped with Health (your own, your fa... numeric 499 82.15% [1-10]
a62_10 Way mainly coped with Death in the family numeric 197 92.95% [1-10]
a62_11 Way mainly coped with Political unrest or war numeric 32 98.86% [1-98]
h16_1 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_2 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_3 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_4 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_5 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_6 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_7 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_8 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_9 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_10 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_11 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_12 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_13 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_14 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h16_15 For financial or income - related advice I talk... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h17_1 Importance for household to save money for a fu... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_2 Importance for household to save money for an u... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_3 Importance for household to save money for regu... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_4 Importance for household to save money for scho... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_5 Importance for household to save money for marr... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_6 Importance for household to save money for heal... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_7 Importance for household to save money for deat... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h17_8 Importance for household to save money for futu... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h18 What the household needs to save for the most numeric 2,793 0.07% [1-98]
h19_1 Importance for household to save money at a fin... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h19_2 Importance for household to save money with an ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h19_3 Importance for household to save money at home numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h19_4 Importance for household to save money on a mob... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h20 What the household needs needs to save at the most numeric 2,793 0.07% [1-98]; vals: [1.0, 2.0, 3.0, 4.0, 98.0]
h21_1 Importance for household to invest money in a f... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h21_2 Importance for household to invest money in a h... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h21_3 Importance for household to invest money in a f... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h21_4 Importance for household to invest money in a b... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h21_5 Importance for household to invest money in hea... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h22 What the household needs to do the most numeric 2,794 0.04% [1-98]
h23_1 In the past 12 months, saved money with Bank or... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_2 In the past 12 months, saved money with Microfi... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_3 In the past 12 months, saved money with SACCO numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_4 In the past 12 months, saved money with Coopera... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_5 In the past 12 months, saved money with Merry g... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_6 In the past 12 months, saved money with VSLAs numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_7 In the past 12 months, saved money with Friends... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_8 In the past 12 months, saved money with At home numeric 2,795 0.0% [1-2]; vals: [1, 2]
h23_9 In the past 12 months, saved money with On a mo... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_10 In the past 12 months, saved money with Other numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h23_oth In the past 12 months, saved money with Other g... categorical 20 99.28% 18 unique
h24 Would make most likely to save money with a ban... numeric 2,795 0.0% [1-98]
h24_oth Would make most likely to save money with a ban... categorical 156 94.42% 130 unique
h25_1 Could get extra money for emergency through rel... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h25_2 In the past 4 weeks, anyone in household skippe... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h25_3 In the past 4 weeks, house has been unlit at ni... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h25_4 In the past 12 months, the household head misse... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h25_5 Family receives income (upkeep money or regular... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_1 When my money is in an account, it is constantl... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_2 I like to store money somewhere for a specific ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_3 I like to save my money in case of an emergency numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_4 I like to store my money somewhere I trust numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_5 I like to save my money in an account because i... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_6 Storing my money somewhere is easier than savin... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h26_7 I need to be able to access my money immediately numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h27 Possibility to come up with 100,000 shillings w... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h28 Main source of money for 100,000 shillings with... numeric 1,342 51.99% [1-98]
h28_oth Main source of money for 100,000 shillings with... categorical 149 94.67% 113 unique
h30_1 I spend less money than I make each month numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 4, 98]
h30_2 I have an emergency fund to cover for unplanned... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 4, 98]
h30_3 Pay my bills on time numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 4, 98]
h30_4 Savings are larger than debts numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 4, 98]
h31_1 Have An insurance plan numeric 2,795 0.0% [1-2]; vals: [1, 2]
h31_2 Have A living will; I know what will happen to ... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h31_3 Have A retirement plan (employer provided or pe... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h31_4 Have A savings plan numeric 2,795 0.0% [1-2]; vals: [1, 2]
h31_5 Have An investment numeric 2,795 0.0% [1-2]; vals: [1, 2]
h32_1 Have Medical insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_2 Have Life insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_3 Have Car insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_4 Have Have insurance for Agriculture numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_5 Have insurance for House/property numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_6 Have insurance for Unemployment/income protection numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_7 Have Livestock insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_8 Have Funeral insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_9 Have Other type of insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_10 H32_10.Have none of the type of insurance numeric 493 82.36% [1-2]; vals: [1.0, 2.0]
h32_11 H32_11.Type of insurance held_Don’t know numeric 493 82.36% [2-2]; vals: [2.0]
h32_oth Have Other type of insurance (Other specified) categorical 3 99.89% 3 unique
h33 Insurance household needs the most numeric 2,795 0.0% [1-98]
h33_oth Insurance household needs the most (Other speci... categorical 58 97.92% 28 unique
h43 Have access to credit numeric 2,795 0.0% [1-2]; vals: [1, 2]
h34_1 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_2 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_3 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_4 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_5 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_6 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_7 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h34_8 Family has a plan to manage unexpected expenses... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h35_1 In the past 12 months, experienced Medical emer... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_2 In the past 12 months, experienced Death of a f... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_3 In the past 12 months, experienced Income lost ... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_4 In the past 12 months, experienced Loss of job numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_5 In the past 12 months, experienced Loss of wage... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_6 In the past 12 months, experienced Wedding or m... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_7 In the past 12 months, experienced Housing repa... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_8 In the past 12 months, experienced Relocation numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_9 In the past 12 months, experienced Birth of a f... numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_10 In the past 12 months, experienced Crop failure numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_11 In the past 12 months, experienced None numeric 2,795 0.0% [1-2]; vals: [1, 2]
h35_12 In the past 12 months, experienced Don’t know numeric 2,795 0.0% [1-2]; vals: [1, 2]
h37_1 My life is determined by my own actions. numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_2 I can mostly determine what will happen in my l... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_3 I only focus on the short - term. numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_4 I live more for the present day than for tomorrow. numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_5 The future will take care of itself. numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_6 When I get what I want, it is usually because I... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_7 My experience in my life has been that what is ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h37_8 I feel like what happens in my life is mostly d... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_1 I always work hard to be among the best at what... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_2 I do things after giving them much thought numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_3 It is not always wise for me to plan too far ah... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_4 I am impulsive numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_5 I say things before I think them through numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_6 I always look for opportunities for improving m... numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h38_7 I have many aspirations numeric 2,795 0.0% [1-98]; vals: [1, 2, 98]
h42 The role you play in household expenses numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
h39_1 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-30]
h39_2 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-30]
h39_3 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-60]
h39_4 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-4]; vals: [0, 1, 2, 3, 4]
h39_5 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-12]
h39_6 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-10]
h39_7 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-10]
h39_8 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-5]
h39_9 In the past 30 days (1 month), number of times ... numeric 2,795 0.0% [0-4]; vals: [0, 1, 3, 4]
h39_oth In the past 30 days (1 month), Other activities... categorical 5 99.82% 5 unique
h40_1 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-90]
h40_2 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-90]
h40_3 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-100]
h40_4 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-12]
h40_5 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-60]
h40_6 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-36]
h40_7 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-30]
h40_8 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-8]
h40_9 In the past 90 days (3 months) number of times ... numeric 2,795 0.0% [0-12]
h40_oth In the past 90 days (3 months) number of times ... categorical 14 99.5% 14 unique
h41_1 Most frequently used delivery method: Deposit m... numeric 1,138 59.28% [1-13]
h41_1_oth Most frequently used delivery method: Deposit m... categorical 24 99.14% 18 unique
h41_2 Most frequently used delivery method: Withdraw ... numeric 1,346 51.84% [1-13]
h41_2_oth Most frequently used delivery method: Withdraw ... categorical 19 99.32% 14 unique
h41_3 Most frequently used delivery method: Buy airti... numeric 1,539 44.94% [1-13]
h41_3_oth Most frequently used delivery method: Buy airti... categorical 41 98.53% 33 unique
h41_4 Most frequently used delivery method: Pay a sch... numeric 373 86.65% [1-13]
h41_4_oth Most frequently used delivery method: Pay a sch... categorical 6 99.79% 6 unique
h41_5 Most frequently used delivery method: Pay utili... numeric 483 82.72% [1-13]
h41_5_oth Most frequently used delivery method: Pay utili... categorical 8 99.71% 7 unique
h41_6 Most frequently used delivery method: Send mone... numeric 642 77.03% [1-13]
h41_6_oth Most frequently used delivery method: Send mone... categorical 7 99.75% 6 unique
h41_7 Most frequently used delivery method: Receive m... numeric 863 69.12% [1-13]
h41_7_oth Most frequently used delivery method: Receive m... categorical 11 99.61% 8 unique
h41_8 Most frequently used delivery method: Take a loan numeric 158 94.35% [1-13]
h41_8_oth Most frequently used delivery method: Take a lo... categorical 8 99.71% 7 unique
h41_9 Most frequently used delivery method: Other numeric 14 99.5% [2-8]; vals: [2.0, 6.0, 8.0]
h41_9_oth Most frequently used delivery method: [Other (s... numeric 0 100.0% -
m1 Ever used a mobile phone numeric 2,795 0.0% [1-2]; vals: [1, 2]
m2 Interest in using a mobile phone numeric 557 80.07% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
m3_1 Type of phone used: Basic phone (no internet ca... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m3_2 Type of phone used: Feature phone (basic phone ... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m3_3 Type of phone used: Smartphone (touch screen) numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m3_4 Type of phone used: Don’t know numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m4 Currently own a personal mobile phone numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m5 Number of mobile phones own numeric 1,807 35.35% [1-3]; vals: [1.0, 2.0, 3.0]
m6_1 Type of phone(s) own - First phone numeric 1,807 35.35% [1-3]; vals: [1.0, 2.0, 3.0]
m6_2 Type of phone(s) own - Second phone numeric 99 96.46% [1-3]; vals: [1.0, 2.0, 3.0]
m6_3 Type of phone(s) own - Third phone numeric 5 99.82% [1-3]; vals: [1.0, 2.0, 3.0]
m7 Borrow or pay to use a mobile phone elsewhere numeric 431 84.58% [1-2]; vals: [1.0, 2.0]
m8 Main reason for not having a mobile phone numeric 431 84.58% [1-12]
m8_oth Main reason for not having a mobile phone_[Othe... categorical 89 96.82% 56 unique
m9 Likelihood to purchase a mobile phone in the ne... numeric 431 84.58% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
m10 Have an active/working SIM card registered in y... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m11_1 Number of active / working SIM cards with Vodacom numeric 1,864 33.31% [0-3]; vals: [0.0, 1.0, 2.0, 3.0]
m11_2 Number of active / working SIM cards with Airtel numeric 1,864 33.31% [0-2]; vals: [0.0, 1.0, 2.0]
m11_3 Number of active / working SIM cards with Tigo numeric 1,864 33.31% [0-3]; vals: [0.0, 1.0, 2.0, 3.0]
m11_4 Number of active / working SIM cards with ZANTEL numeric 1,864 33.31% [0-8]; vals: [0.0, 1.0, 2.0, 8.0]
m11_5 Number of active / working SIM cards with TTCL numeric 1,864 33.31% [0-8]; vals: [0.0, 8.0]
m11_6 Number of active / working SIM cards with Smart numeric 1,864 33.31% [0-1]; vals: [0.0, 1.0]
m11_7 Number of active / working SIM cards with Benso... numeric 1,864 33.31% [0-8]; vals: [0.0, 1.0, 8.0]
m11_8 Number of active / working SIM cards with Sasatel numeric 1,864 33.31% [0-2]; vals: [0.0, 1.0, 2.0]
m11_9 Number of active / working SIM cards with Other... numeric 1,864 33.31% [0-0]; vals: [0.0]
m11_oth Number of active / working SIM cards with Other... numeric 0 100.0% -
m12 Use a SIM card that belongs to somebody else numeric 374 86.62% [1-2]; vals: [1.0, 2.0]
m13 Likelihood to purchase own SIM card in the twel... numeric 374 86.62% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
m14_1 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_2 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_3 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_4 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_5 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_6 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_7 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_8 Benefits to having own mobile phone or SIM card... numeric 2,238 19.93% [1-2]; vals: [1.0, 2.0]
m14_oth Benefits to having own mobile phone or SIM card... categorical 69 97.53% 63 unique
m15 Having a mobile phone is important numeric 2,238 19.93% [1-98]; vals: [1.0, 2.0, 98.0]
m16_1 Last time performed on the mobile phone: Made/r... numeric 2,150 23.08% [1-98]
m16_2 Last time performed on the mobile phone: Sent/r... numeric 2,150 23.08% [1-98]
m16_3 Last time performed on the mobile phone: Used/b... numeric 2,150 23.08% [1-98]
m16_4 Last time performed on the mobile phone: Downlo... numeric 2,150 23.08% [1-98]
m16_5 Last time performed on the mobile phone: Made a... numeric 2,150 23.08% [1-98]
m16_6 Last time performed on the mobile phone: Used “... numeric 2,150 23.08% [1-98]
m16_7 Last time performed on the mobile phone: Used F... numeric 2,150 23.08% [1-98]
m16_8 Last time performed on the mobile phone: Took a... numeric 2,150 23.08% [1-98]
m16_9 Last time performed on the mobile phone: Retrie... numeric 2,150 23.08% [1-98]
m19_1 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_2 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_3 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_4 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_5 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_6 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_7 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_8 Importance for household’s agricultural activit... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
m19_oth Importance for household’s agricultural activit... categorical 39 98.6% 30 unique
m20_1 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_2 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_3 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_4 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_5 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_6 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_7 Currently have for agricultural activities: Abi... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_8 Currently have for agricultural activities: Oth... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m20_oth Currently have for agricultural activities: oth... categorical 13 99.53% 11 unique
m21_1 Want to have for agricultural activities: Abili... numeric 2,563 8.3% [1-98]; vals: [1.0, 2.0, 98.0]
m21_2 Want to have for agricultural activities: Abili... numeric 2,527 9.59% [1-98]; vals: [1.0, 2.0, 98.0]
m21_3 Want to have for agricultural activities: Abili... numeric 2,509 10.23% [1-98]; vals: [1.0, 2.0, 98.0]
m21_4 Want to have for agricultural activities: Abili... numeric 2,591 7.3% [1-98]; vals: [1.0, 2.0, 98.0]
m21_5 Want to have for agricultural activities: Abili... numeric 2,486 11.06% [1-98]; vals: [1.0, 2.0, 98.0]
m21_6 Want to have for agricultural activities: Abili... numeric 1,800 35.6% [1-98]; vals: [1.0, 2.0, 98.0]
m21_7 Want to have for agricultural activities: Abili... numeric 1,870 33.09% [1-98]; vals: [1.0, 2.0, 98.0]
m21_8 Want to have for agricultural activities: Other... numeric 2,772 0.82% [1-98]; vals: [1.0, 2.0, 98.0]
m21_oth Want to have for agricultural activities: Other... categorical 48 98.28% 40 unique
m22_1 Have you heard of the following agricultural in... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m22_2 Have you heard of the following agricultural in... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m22_3 Have you heard of the following agricultural in... numeric 2,795 0.0% [1-2]; vals: [1, 2]
m23_1 Do you have access to any of the following agri... numeric 262 90.63% [1-2]; vals: [1.0, 2.0]
m23_2 Do you have access to any of the following agri... numeric 120 95.71% [1-2]; vals: [1.0, 2.0]
m23_3 Do you have access to any of the following agri... numeric 13 99.53% [1-2]; vals: [1.0, 2.0]
f1_1 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f1_2 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f1_3 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f1_4 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f1_5 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f1_6 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f1_7 Importance to have for agricultural activities:... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f2 Have ever been inside a bank numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_1 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_2 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_3 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_4 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_5 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_6 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_7 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_8 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_9 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_10 Benefits to having an account at a formal finan... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f3_oth Benefits to having a bank account - Other bene... categorical 105 96.24% 97 unique
f4 Personally have a bank account registered in yo... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f80_1 Have a bank account at AccessBank Tanzania numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_2 Have a bank account at Advans Bank Tanzania numeric 259 90.73% [2-2]; vals: [2.0]
f80_3 Have a bank account at Akiba Commercial Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_4 Have a bank account at Amana Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_5 Have a bank account at Azania Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_6 Have a bank account at BancABC numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_7 Have a bank account at Bank M numeric 259 90.73% [2-2]; vals: [2.0]
f80_8 Have a bank account at Bank of Africa numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_9 Have a bank account at Bank of Baroda numeric 259 90.73% [2-2]; vals: [2.0]
f80_10 Have a bank account at Barclays Bank Tanzania numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_11 Have a bank account at Citibank numeric 259 90.73% [2-2]; vals: [2.0]
f80_12 Have a bank account at Commercial Bank of Africa numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_13 Have a bank account at CRDB Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_14 Have a bank account at DCB Commercial Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_15 Have a bank account at Diamond Trust Bank Tanzania numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_16 Have a bank account at Ecobank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_17 Have a bank account at Equity Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_18 Have a bank account at Exim Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_19 Have a bank account at First National Bank of T... numeric 259 90.73% [2-2]; vals: [2.0]
f80_20 Have a bank account at FBME Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_21 Have a bank account at Habib African Bank numeric 259 90.73% [2-2]; vals: [2.0]
f80_22 Have a bank account at I&M Bank numeric 259 90.73% [2-2]; vals: [2.0]
f80_23 Have a bank account at International Commercial... numeric 259 90.73% [2-2]; vals: [2.0]
f80_24 Have a bank account at Kenya Commercial Bank numeric 259 90.73% [2-2]; vals: [2.0]
f80_25 Have a bank account at Mkombozi Commercial Bank numeric 259 90.73% [2-2]; vals: [2.0]
f80_26 Have a bank account at National Bank of Commerce numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_27 Have a bank account at National Microfinance Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_28 Have a bank account at NIC Bank Tanzania numeric 259 90.73% [2-2]; vals: [2.0]
f80_29 Have a bank account at People's Bank of Zanzibar numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_30 Have a bank account at Stanbic Bank numeric 259 90.73% [2-2]; vals: [2.0]
f80_31 Have a bank account at Standard Chartered Bank numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_32 Have a bank account at United Bank for Africa numeric 259 90.73% [2-2]; vals: [2.0]
f80_33 Have a bank account at UBL Bank Tanzania Limited numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_34 Have a bank account at Other (specify) numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_35 Have a bank account at Don’t know numeric 259 90.73% [1-2]; vals: [1.0, 2.0]
f80_oth Have a bank account at Other bank(specified) categorical 43 98.46% 32 unique
f5 Main reason do not have a bank account numeric 2,536 9.27% [1-13]
f6 Use a bank account that belongs to somebody els... numeric 2,536 9.27% [1-2]; vals: [1.0, 2.0]
f7 Person's bank account most likely used if need to numeric 68 97.57% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
f7_oth Other person's bank account most likely used if... categorical 23 99.18% 19 unique
f8_1 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_2 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_3 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_4 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_5 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_6 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_7 Has access to your bank account or the bank acc... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f8_oth Has access to your bank account or the bank acc... categorical 10 99.64% 8 unique
f9_1 Service offered by the bank you use: At least o... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f9_2 Service offered by the bank you use: Only loans numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f9_3 Service offered by the bank you use: None of th... numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f9_4 Service offered by the bank you use: Don’t know numeric 327 88.3% [1-2]; vals: [1.0, 2.0]
f11 Last time for a deposit or withdrawal using a b... numeric 266 90.48% [1-6]
f12_1 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_2 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_3 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_4 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_5 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_6 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_7 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_8 When using a bank account for any financial act... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f12_9 When using a bank account for any financial act... numeric 260 90.7% [2-2]; vals: [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 260 90.7% [1-8]
f13_oth Preferred way to use a bank for financial activ... numeric 0 100.0% -
f14_1 Have ever done using a bank account: Deposit money numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_2 Have ever done using a bank account: Withdraw m... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_3 Have ever done using a bank account: Buy airtim... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_4 Have ever done using a bank account: Pay a scho... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_5 Have ever done using a bank account: Pay utilit... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_6 Have ever done using a bank account: Send money... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_7 Have ever done using a bank account: Receive mo... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_8 Have ever done using a bank account: Other (spe... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f14_oth Have ever done using a bank account: Other acti... categorical 1 99.96% 1 unique
f15_1 Use a bank account for: Pay employees numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_2 Use a bank account for: Pay suppliers numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_3 Use a bank account for: Receive payments from c... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_4 Use a bank account for: Receive payments from s... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_5 Use a bank account for: Make investment, e.g. b... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_6 Use a bank account for: Pay business associated... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_7 Use a bank account for: Pay for agricultural in... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_8 Use a bank account for: Other (specify) numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_9 Use a bank account for: I do not use my bank ac... numeric 260 90.7% [1-2]; vals: [1.0, 2.0]
f15_oth Use a bank account for: Other payments or purch... categorical 5 99.82% 5 unique
f16_1 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_2 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_3 Reason do not use a bank account for any paymen... numeric 179 93.6% [2-2]; vals: [2.0]
f16_4 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_5 Reason do not use a bank account for any paymen... numeric 179 93.6% [2-2]; vals: [2.0]
f16_6 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_7 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_8 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_9 Reason do not use a bank account for any paymen... numeric 179 93.6% [1-2]; vals: [1.0, 2.0]
f16_oth Reason do not use a bank account for any paymen... categorical 5 99.82% 5 unique
f17_1 Have ever used: Microfinance institution numeric 2,795 0.0% [1-2]; vals: [1, 2]
f17_2 Have ever used: SACCO numeric 2,795 0.0% [1-2]; vals: [1, 2]
f17_3 Have ever used: Cooperative numeric 2,795 0.0% [1-2]; vals: [1, 2]
f17_4 Have ever used: VSLAs numeric 2,795 0.0% [1-2]; vals: [1, 2]
f17_5 Have ever used: Post office bank numeric 2,795 0.0% [1-2]; vals: [1, 2]
f19_1 Have an account/membership in your name with: M... numeric 116 95.85% [1-2]; vals: [1.0, 2.0]
f19_2 Have an account/membership in your name with: S... numeric 81 97.1% [1-2]; vals: [1.0, 2.0]
f19_3 Have an account/membership in your name with: C... numeric 40 98.57% [1-2]; vals: [1.0, 2.0]
f19_4 Have an account/membership in your name with: V... numeric 88 96.85% [1-2]; vals: [1.0, 2.0]
f19_5 Have an account/membership in your name with: P... numeric 26 99.07% [1-2]; vals: [1.0, 2.0]
f20_1 Last time used the account/membership in/with: ... numeric 71 97.46% [1-98]
f20_2 Last time used the account/membership in/with: ... numeric 56 98.0% [1-6]
f20_3 Last time used the account/membership in/with: ... numeric 24 99.14% [2-6]; vals: [2.0, 3.0, 4.0, 5.0, 6.0]
f20_4 Last time used the account/membership in/with: ... numeric 62 97.78% [1-98]
f20_5 Last time used the account/membership in/with: ... numeric 19 99.32% [1-6]
f21_1 Services your Microfinance institution offers numeric 116 95.85% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
f21_2 Services your SACCO offers numeric 81 97.1% [1-2]; vals: [1.0, 2.0]
f21_3 Services your Cooperative offers numeric 40 98.57% [1-3]; vals: [1.0, 2.0, 3.0]
f21_4 Services your VSLAs offers numeric 88 96.85% [1-3]; vals: [1.0, 2.0, 3.0]
f21_5 Services your Post office bank offers numeric 26 99.07% [1-3]; vals: [1.0, 2.0, 3.0]
f81 At which microfinance institutions, SACCOs, or ... categorical 204 92.7% 128 unique
f22a_1_1 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1_2 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1_3 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1_4 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1_5 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1_6 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1_7 Activity ever done using a <Microfinance instit... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f22a_1oth Activity ever done using a <Microfinance instit... categorical 3 99.89% 3 unique
f22a_2_1 Activity ever done using a account_Depo... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f22a_2_2 Activity ever done using a account_With... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f22a_2_3 Activity ever done using a account_Buy ... numeric 56 98.0% [2-2]; vals: [2.0]
f22a_2_4 Activity ever done using a account_Pay ... numeric 56 98.0% [2-2]; vals: [2.0]
f22a_2_5 Activity ever done using a account_Send... numeric 56 98.0% [2-2]; vals: [2.0]
f22a_2_6 Activity ever done using a account_Rece... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f22a_2_7 Activity ever done using a account_Othe... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f22a_2oth Activity ever done using a account_ (Ot... categorical 2 99.93% 2 unique
f22a_3_1 Activity ever done using a accoun... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f22a_3_2 Activity ever done using a accoun... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f22a_3_3 Activity ever done using a accoun... numeric 24 99.14% [2-2]; vals: [2.0]
f22a_3_4 Activity ever done using a accoun... numeric 24 99.14% [2-2]; vals: [2.0]
f22a_3_5 Activity ever done using a accoun... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f22a_3_6 Activity ever done using a accoun... numeric 24 99.14% [2-2]; vals: [2.0]
f22a_3_7 Activity ever done using a accoun... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f22a_3oth Activity ever done using a accoun... categorical 5 99.82% 4 unique
f22a_4_1 Activity ever done using a account_Depo... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f22a_4_2 Activity ever done using a account_With... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f22a_4_3 Activity ever done using a account_Buy ... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f22a_4_4 Activity ever done using a account_Pay ... numeric 62 97.78% [2-2]; vals: [2.0]
f22a_4_5 Activity ever done using a account_Send... numeric 62 97.78% [2-2]; vals: [2.0]
f22a_4_6 Activity ever done using a account_Rece... numeric 62 97.78% [2-2]; vals: [2.0]
f22a_4_7 Activity ever done using a account_Othe... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f22a_4 Activity ever done using a account_ (Ot... categorical 6 99.79% 6 unique
f22a_5_1 Activity ever done using a a... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f22a_5_2 Activity ever done using a a... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f22a_5_3 Activity ever done using a a... numeric 19 99.32% [2-2]; vals: [2.0]
f22a_5_4 Activity ever done using a a... numeric 19 99.32% [2-2]; vals: [2.0]
f22a_5_5 Activity ever done using a a... numeric 19 99.32% [2-2]; vals: [2.0]
f22a_5_6 Activity ever done using a a... numeric 19 99.32% [2-2]; vals: [2.0]
f22a_5_7 Activity ever done using a a... numeric 19 99.32% [2-2]; vals: [2.0]
f22a_5oth Activity ever done using a a... numeric 0 100.0% -
f23_1_1 Use a account for: P... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_2 Use a account for: P... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_3 Use a account for: R... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_4 Use a account for: R... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_5 Use a account for: M... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_6 Use a account for: P... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_7 Use a account for: P... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_8 Use a account for: O... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_9 Use a account for: I... numeric 71 97.46% [1-2]; vals: [1.0, 2.0]
f23_1_oth Use a account for: O... categorical 1 99.96% 1 unique
f23_2_1 Use a account for: Pay employees numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_2 Use a account for: Pay suppliers numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_3 Use a account for: Receive payments fro... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_4 Use a account for: Receive payments fro... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_5 Use a account for: Make investment, e.g... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_6 Use a account for: Pay business associa... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_7 Use a account for: Pay for agricultural... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_8 Use a account for: Other (specify in th... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_9 Use a account for: I do not use my acco... numeric 56 98.0% [1-2]; vals: [1.0, 2.0]
f23_2_oth Use a account for: Other payments or pu... categorical 4 99.86% 4 unique
f23_3_1 Use a account for: Pay employees numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_2 Use a account for: Pay suppliers numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_3 Use a account for: Receive paymen... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_4 Use a account for: Receive paymen... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_5 Use a account for: Make investmen... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_6 Use a account for: Pay business a... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_7 Use a account for: Pay for agricu... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_8 Use a account for: Other (specify... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_9 Use a account for: I do not use m... numeric 24 99.14% [1-2]; vals: [1.0, 2.0]
f23_3_oth Use a account for: Other payments... categorical 6 99.79% 5 unique
f23_4_1 Use a account for: Pay employees numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_2 Use a account for: Pay suppliers numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_3 Use a account for: Receive payments fro... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_4 Use a account for: Receive payments fro... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_5 Use a account for: Make investment, e.g... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_6 Use a account for: Pay business associa... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_7 Use a account for: Pay for agricultural... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_8 Use a account for: Other (specify in th... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_9 Use a account for the following payment... numeric 62 97.78% [1-2]; vals: [1.0, 2.0]
f23_4_oth Use a account for: Other payments or pu... categorical 1 99.96% 1 unique
f23_5_1 Use a account for: Pay emplo... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_2 Use a account for: Pay suppl... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_3 Use a account for: Receive p... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_4 Use a account for: Receive p... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_5 Use a account for: Make inve... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_6 Use a account for: Pay busin... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_7 Use a account for: Pay for a... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_8 Use a account for: Other (sp... numeric 19 99.32% [2-2]; vals: [2.0]
f23_5_9 Use a account for the follow... numeric 19 99.32% [1-2]; vals: [1.0, 2.0]
f23_5_oth Use a account for: Other pay... numeric 0 100.0% -
f24 Have ever heard of mobile money numeric 2,795 0.0% [1-2]; vals: [1, 2]
f25 There are benefits to having a mobile money acc... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f26_1 Benefits to having a mobile money account: Avoi... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_2 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_3 Benefits to having a mobile money account: Savi... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_4 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_5 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_6 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_7 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_8 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_9 Benefits to having a mobile money account: Abil... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_10 Benefits to having a mobile money account: I ca... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_11 Benefits to having a mobile money account: Othe... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_12 Benefits to having a mobile money account: Don’... numeric 2,022 27.66% [1-2]; vals: [1.0, 2.0]
f26_oth Benefits to having a mobile money account: Othe... categorical 38 98.64% 37 unique
f27_1 Can use mobile money for: Deposit and/or withdr... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_2 Can use mobile money for: Person - to - person ... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_3 Can use mobile money for: Bill pay numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_4 Can use mobile money for: Save or store money f... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_5 Can use mobile money for: Make business transac... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_6 Can use mobile money for: Buy airtime numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_7 Can use mobile money for: Can connect bank acco... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_8 Can use mobile money for: Split payments betwee... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_9 Can use mobile money for: Earn interest numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_10 Can use mobile money for: Get or repay a loan numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_11 Can use mobile money for: Send or receive inter... numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_12 Can use mobile money for: Other (specify) numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_13 Can use mobile money for: Don’t know numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f27_oth Can use mobile money for: Other activity (speci... categorical 16 99.43% 14 unique
f28_1 Aware of Vodacom M - PESA numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_2 Aware of Tigo Pesa numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_3 Aware of Airtel Money numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_4 Aware of Zantel Ezy - pesa numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_5 Aware of SMART - B Pesa numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_6 Aware of Halotel / Viettel numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_7 Aware of Other1 numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f28_oth Aware of Other providers (specified) categorical 21 99.25% 10 unique
f29_1 Have ever heard about Vodacom M - PESA numeric 297 89.37% [1-2]; vals: [1.0, 2.0]
f29_2 Have ever heard about Tigo Pesa numeric 607 78.28% [1-2]; vals: [1.0, 2.0]
f29_3 Have ever heard about Airtel Money numeric 577 79.36% [1-2]; vals: [1.0, 2.0]
f29_4 Have ever heard about Zantel Ezy - pesa numeric 1,848 33.88% [1-2]; vals: [1.0, 2.0]
f29_5 Have ever heard about SMART - B Pesa numeric 2,066 26.08% [1-2]; vals: [1.0, 2.0]
f29_6 Have ever heard about Halotel / Viettel numeric 1,879 32.77% [1-2]; vals: [1.0, 2.0]
f29_7 Have ever heard about Other2 numeric 2,068 26.01% [1-2]; vals: [1.0, 2.0]
f29_8 Have ever heard about None numeric 2,095 25.04% [1-2]; vals: [1.0, 2.0]
f29_oth Have ever heard about other providers(specified) categorical 5 99.82% 4 unique
f30_1 First learned about {Vodacom M - PESA} mobile m... numeric 2,043 26.91% [1-7]
f30_1oth First learned about {Vodacom M - PESA} mobile m... categorical 14 99.5% 12 unique
f30_2 First learned about {Tigo Pesa} mobile money pr... numeric 1,954 30.09% [1-7]
f30_2oth First learned about {Tigo Pesa} mobile money pr... categorical 6 99.79% 6 unique
f30_3 First learned about {Airtel Money} mobile money... numeric 1,945 30.41% [1-7]
f30_3oth First learned about {Airtel Money} mobile money... categorical 12 99.57% 11 unique
f30_4 First learned about {Zantel Ezy - pesa} mobile ... numeric 926 66.87% [1-7]
f30_4oth First learned about {Zantel Ezy - pesa} mobile ... categorical 3 99.89% 3 unique
f30_5 First learned about {SMART - B Pesa} mobile mon... numeric 235 91.59% [1-7]
f30_5oth First learned about {SMART - B Pesa} mobile mon... categorical 2 99.93% 2 unique
f30_6 First learned about {Halotel / Viettel} mobile ... numeric 754 73.02% [1-7]
f30_6oth First learned about {Halotel / Viettel} mobile ... categorical 8 99.71% 7 unique
f30_7 First learned about {other1} mobile money provi... numeric 27 99.03% [1-7]; vals: [1.0, 2.0, 3.0, 6.0, 7.0]
f30_7oth First learned about {other1} mobile money provi... numeric 0 100.0% -
f30_8 First learned about {other2} mobile money provi... numeric 9 99.68% [1-7]; vals: [1.0, 4.0, 6.0, 7.0]
f30_8oth First learned about {other2} mobile money provi... categorical 2 99.93% 2 unique
f31_1 Have ever used for any financial activity: Voda... numeric 2,043 26.91% [1-2]; vals: [1.0, 2.0]
f31_2 Have ever used for any financial activity: Tigo... numeric 1,954 30.09% [1-2]; vals: [1.0, 2.0]
f31_3 Have ever used for any financial activity: Airt... numeric 1,945 30.41% [1-2]; vals: [1.0, 2.0]
f31_4 Have ever used for any financial activity: Zant... numeric 926 66.87% [1-2]; vals: [1.0, 2.0]
f31_5 Have ever used for any financial activity: SMAR... numeric 235 91.59% [2-2]; vals: [2.0]
f31_6 Have ever used for any financial activity: Halo... numeric 754 73.02% [1-2]; vals: [1.0, 2.0]
f31_7 Have ever used for any financial activity: Other1 numeric 27 99.03% [2-2]; vals: [2.0]
f31_8 Have ever used for any financial activity: Other2 numeric 9 99.68% [2-2]; vals: [2.0]
f31_oth Have ever used for any financial activity: Othe... numeric 0 100.0% -
f32_1 Last time conducted any financial activity with... numeric 962 65.58% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
f32_2 Last time conducted any financial activity with... numeric 612 78.1% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
f32_3 Last time conducted any financial activity with... numeric 566 79.75% [1-5]; vals: [1.0, 2.0, 3.0, 4.0, 5.0]
f32_4 Last time conducted any financial activity with... numeric 6 99.79% [2-5]; vals: [2.0, 3.0, 4.0, 5.0]
f32_5 Last time conducted any financial activity with... numeric 0 100.0% -
f32_6 Last time conducted any financial activity with... numeric 23 99.18% [2-5]; vals: [2.0, 3.0, 4.0, 5.0]
f32_7 Last time conducted any financial activity with... numeric 0 100.0% -
f32_8 Last time conducted any financial activity with... numeric 0 100.0% -
f33_1 Have a registered account (account registered i... numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f33_2 Have a registered account (account registered i... numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f33_3 Have a registered account (account registered i... numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f33_4 Have a registered account (account registered i... numeric 6 99.79% [1-2]; vals: [1.0, 2.0]
f33_5 Have a registered account (account registered i... numeric 0 100.0% -
f33_6 Have a registered account (account registered i... numeric 23 99.18% [1-2]; vals: [1.0, 2.0]
f33_7 Have a registered account (account registered i... numeric 0 100.0% -
f33_8 Have a registered account (account registered i... numeric 0 100.0% -
f34 Transactions with mobile money account numeric 1,295 53.67% [1-98]; vals: [1.0, 2.0, 98.0]
f35_1_1 Access Vodacom M - PESA - Over the counter or b... numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f35_1_2 Access Vodacom M - PESA - Account of a family m... numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f35_1_3 Access Vodacom M - PESA - Account of a family m... numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f35_1_4 Access Vodacom M - PESA - Account of a workmate... numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f35_1_5 Access Vodacom M - PESA - My own account numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f35_1_6 Access Vodacom M - PESA - Other numeric 962 65.58% [1-2]; vals: [1.0, 2.0]
f35_1oth Access Vodacom M - PESA - Other (specify) categorical 5 99.82% 5 unique
f35_2_1 Access Tigo Pesa - Over the counter or by using... numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f35_2_2 Access Tigo Pesa - Account of a family member i... numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f35_2_3 Access Tigo Pesa - Account of a family member i... numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f35_2_4 Access Tigo Pesa - Account of a workmate or a b... numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f35_2_5 Access Tigo Pesa - My own account numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f35_2_6 Access Tigo Pesa - Other numeric 612 78.1% [1-2]; vals: [1.0, 2.0]
f35_2oth Access Tigo Pesa - Other (specify) categorical 5 99.82% 5 unique
f35_3_1 Access Airtel Money - Over the counter or by us... numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f35_3_2 Access Airtel Money - Account of a family membe... numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f35_3_3 Access Airtel Money - Account of a family membe... numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f35_3_4 Access Airtel Money - Account of a workmate or ... numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f35_3_5 Access Airtel Money - My own account numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f35_3_6 Access Airtel Money - Other numeric 566 79.75% [1-2]; vals: [1.0, 2.0]
f35_3oth Access Airtel Money - Other (specify) categorical 6 99.79% 6 unique
f35_4_1 Access Zantel Ezy - pesa - Over the counter or ... numeric 6 99.79% [1-2]; vals: [1.0, 2.0]
f35_4_2 Access Zantel Ezy - pesa - Account of a family ... numeric 6 99.79% [1-2]; vals: [1.0, 2.0]
f35_4_3 Access Zantel Ezy - pesa - Account of a family ... numeric 6 99.79% [2-2]; vals: [2.0]
f35_4_4 Access Zantel Ezy - pesa - Account of a workmat... numeric 6 99.79% [2-2]; vals: [2.0]
f35_4_5 Access Zantel Ezy - pesa - My own account numeric 6 99.79% [1-2]; vals: [1.0, 2.0]
f35_4_6 Access Zantel Ezy - pesa - Other numeric 6 99.79% [2-2]; vals: [2.0]
f35_4oth Access Zantel Ezy - pesa - Other (specify) numeric 0 100.0% -
f35_5_1 Access SMART - B Pesa - Over the counter or by ... numeric 0 100.0% -
f35_5_2 Access SMART - B Pesa - Account of a family mem... numeric 0 100.0% -
f35_5_3 Access SMART - B Pesa - Account of a family mem... numeric 0 100.0% -
f35_5_4 Access SMART - B Pesa - Account of a workmate o... numeric 0 100.0% -
f35_5_5 Access SMART - B Pesa - My own account numeric 0 100.0% -
f35_5_6 Access SMART - B Pesa - Other numeric 0 100.0% -
f35_5oth Access SMART - B Pesa - Other (specify) numeric 0 100.0% -
f35_6_1 Access Halotel / Viettel - Over the counter or ... numeric 23 99.18% [1-2]; vals: [1.0, 2.0]
f35_6_2 Access Halotel / Viettel - Account of a family ... numeric 23 99.18% [1-2]; vals: [1.0, 2.0]
f35_6_3 Access Halotel / Viettel - Account of a family ... numeric 23 99.18% [2-2]; vals: [2.0]
f35_6_4 Access Halotel / Viettel - Account of a workmat... numeric 23 99.18% [2-2]; vals: [2.0]
f35_6_5 Access Halotel / Viettel - My own account numeric 23 99.18% [1-2]; vals: [1.0, 2.0]
f35_6_6 Access Halotel / Viettel - Other numeric 23 99.18% [1-2]; vals: [1.0, 2.0]
f35_6oth Access Halotel / Viettel - Other (specify) categorical 1 99.96% 1 unique
f35_7_1 Access other1 - Over the counter or by using an... numeric 0 100.0% -
f35_7_2 Access other1 - Account of a family member in t... numeric 0 100.0% -
f35_7_3 Access other1 - Account of a family member in a... numeric 0 100.0% -
f35_7_4 Access other1 - Account of a workmate or a busi... numeric 0 100.0% -
f35_7_5 Access other1 - My own account numeric 0 100.0% -
f35_7_6 Access other1 - Other numeric 0 100.0% -
f35_7oth Access other1 - Other (specify) numeric 0 100.0% -
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_8oth Access other2 - Other (specify) numeric 0 100.0% -
f36 Main reason why never used mobile money services numeric 595 78.71% [1-14]
f36_oth Main reason why never used mobile money service... categorical 28 99.0% 22 unique
f37 Main reason started using mobile money numeric 1,500 46.33% [1-14]
f37_oth Main reason started using mobile money - Other... categorical 73 97.39% 70 unique
f38_1 Have ever used a mobile money account to Deposi... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_2 Have ever used a mobile money account to Withdr... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_3 Have ever used a mobile money account to Buy ai... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_4 Have ever used a mobile money account to Pay a ... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_5 Have ever used a mobile money account to Pay ut... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_6 Have ever used a mobile money account to Send m... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_7 Have ever used a mobile money account to Receiv... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f38_8 Have ever used a mobile money account to Other ... numeric 1,500 46.33% [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 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_2 Use a mobile money account to Pay suppliers numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_3 Use a mobile money account to Receive payments ... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_4 Use a mobile money account to Receive payments ... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_5 Use a mobile money account to Make investment, ... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_6 Use a mobile money account to Pay business asso... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_7 Use a mobile money account to Pay for agricultu... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_8 Use a mobile money account to Other (specify) numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_9 Use a mobile money account to I do not use my m... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f39_oth Use a mobile money account to make Other paymen... categorical 90 96.78% 49 unique
f40_1 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_2 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_3 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_4 Reason do not use a mobile money account for an... numeric 1,034 63.01% [2-2]; vals: [2.0]
f40_5 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_6 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_7 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_8 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_9 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_10 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_11 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_12 Reason do not use a mobile money account for an... numeric 1,034 63.01% [1-2]; vals: [1.0, 2.0]
f40_oth Reason do not use a mobile money account for an... categorical 26 99.07% 22 unique
f41_1 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_2 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_3 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_4 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_5 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_6 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_7 Mobile money agents closest to where you live -... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f41_oth Mobile money agents closest to where you live -... categorical 19 99.32% 8 unique
f42 Getting a mobile money agent numeric 1,500 46.33% [1-98]
f42_oth Getting to a mobile money agent - Other (speci... categorical 2 99.93% 2 unique
f43_1 Usually go to a mobile money agent at or near Y... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_2 Usually go to a mobile money agent at or near Y... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_3 Usually go to a mobile money agent at or near W... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_4 Usually go to a mobile money agent at or near N... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_5 Usually go to a mobile money agent at or near N... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_6 Usually go to a mobile money agent at or near N... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_7 Usually go to a mobile money agent at or near N... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_8 Usually go to a mobile money agent at or near O... numeric 1,500 46.33% [1-2]; vals: [1.0, 2.0]
f43_9 Usually go to a mobile money agent at or near D... numeric 1,500 46.33% [2-2]; vals: [2.0]
f43_oth Usually go to a mobile money agent at or near O... categorical 59 97.89% 47 unique
f46_1 Have ever used Merry go round / informal saving... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f46_2 Have ever used A money guard/ someone in workpl... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f46_3 Have ever used Savings collectors numeric 2,795 0.0% [1-2]; vals: [1, 2]
f46_4 Have ever used Shop keepers numeric 2,795 0.0% [1-2]; vals: [1, 2]
f46_5 Have ever used A digital card, a recharge card ... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f46_6 Have ever used Other group (specify) numeric 2,795 0.0% [1-2]; vals: [1, 2]
f46_oth Have ever used Other group (specified) categorical 39 98.6% 28 unique
f47_1 Last time used these services or service provid... numeric 308 88.98% [1-98]
f47_2 Last time used these services or service provid... numeric 94 96.64% [1-98]
f47_3 Last time used these services or service provid... numeric 39 98.6% [1-98]
f47_4 Last time used these services or service provid... numeric 112 95.99% [1-6]
f47_5 Last time used these services or service provid... numeric 11 99.61% [2-98]; vals: [2.0, 3.0, 4.0, 6.0, 98.0]
f47_6 Last time used these services or service provid... numeric 39 98.6% [1-98]
f49_1 Services your groups provide - Give one member... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_2 Services your groups provide - Lend money out ... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_3 Services your groups provide - Lend money out ... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_4 Services your groups provide - Buy household g... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_5 Services your groups provide - Act as a guaran... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_6 Services your groups provide - Invest the mone... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_7 Services your groups provide - Contribute mone... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_8 Services your groups provide - Purchase fixed ... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_9 Services your groups provide - Raise the money... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_10 Services your groups provide - Help members sa... numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_11 Services your groups provide - Other (specify) numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_12 Services your groups provide - Don’t know numeric 519 81.43% [1-2]; vals: [1.0, 2.0]
f49_oth Services your groups provide - Other (specified) categorical 31 98.89% 21 unique
f50 Service providers or services most important to... numeric 519 81.43% [1-6]
f50_oth Service providers or services most important to... categorical 13 99.53% 8 unique
f51_1 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_2 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_3 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_4 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_5 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_6 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_7 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_8 Reason do not have a membership with any of the... numeric 2,276 18.57% [1-2]; vals: [1.0, 2.0]
f51_oth Reason do not have a membership with any of the... categorical 210 92.49% 137 unique
f52_1 Trust as financial sources: Banks and other for... numeric 2,795 0.0% [1-98]
f52_2 Trust as financial sources: Bank agents numeric 2,795 0.0% [1-98]
f52_3 Trust as financial sources: Microfinance instit... numeric 2,795 0.0% [1-98]
f52_4 Trust as financial sources: Mobile money providers numeric 2,795 0.0% [1-98]
f52_5 Trust as financial sources: Mobile money agents numeric 2,795 0.0% [1-98]
f52_6 Trust as financial sources: Savings groups numeric 2,795 0.0% [1-98]
f52_7 Trust as financial sources: Friends, neighbors ... numeric 2,795 0.0% [1-98]
f53_1 Main reasons for borrowing money: To start a ne... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_2 Main reasons for borrowing money: To improve th... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_3 Main reasons for borrowing money: To buy inputs... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_4 Main reasons for borrowing money: To make big p... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_5 Main reasons for borrowing money: For other agr... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_6 Main reasons for borrowing money: For emergency... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_7 Main reasons for borrowing money: To pay for sc... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_8 Main reasons for borrowing money: To cover dail... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_9 Main reasons for borrowing money: Other (specify) numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_10 Main reasons for borrowing money: Don’t know numeric 2,795 0.0% [1-2]; vals: [1, 2]
f53_oth Main reasons for borrowing money: Other reason(... categorical 151 94.6% 92 unique
f54_1 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_2 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_3 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_4 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_5 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_6 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_7 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_8 For your agricultural activities, importance to... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f54_oth For your agricultural activities, importance to... categorical 171 93.88% 45 unique
f55_1 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_2 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_3 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_4 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_5 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_6 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_7 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_8 In the past 12 months, have attempted to borrow... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f55_oth In the past 12 months, have attempted to borrow... categorical 16 99.43% 11 unique
f56_1 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_2 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_3 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_4 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_5 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_6 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_7 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_8 If the need arose, would attempt to borrow from... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f56_oth If the need arose, would attempt to borrow from... categorical 25 99.11% 17 unique
f57_1 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_2 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_3 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_4 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_5 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_6 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_7 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_8 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_9 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_10 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_11 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_12 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_13 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_14 Factors considered when wanting to borrow money... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f57_oth Factors considered wanting to borrow money: Oth... categorical 66 97.64% 42 unique
f58 Currently have any loans numeric 2,795 0.0% [1-2]; vals: [1, 2]
f59_1 Importance for agricultural activities: A loan ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_2 Importance for agricultural activities: A loan ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_3 Importance for agricultural activities: A loan ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_4 Importance for agricultural activities: A loan ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_5 Importance for agricultural activities: A loan ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_6 Importance for agricultural activities: A mobil... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_7 Importance for agricultural activities: A loan ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_8 Importance for agricultural activities: A credi... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_9 Importance for agricultural activities: A goal ... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_10 Importance for agricultural activities: A savin... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_11 Importance for agricultural activities: A payme... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_12 Importance for agricultural activities: A pre -... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_13 Importance for agricultural activities: A pre -... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_14 Importance for agricultural activities: Other (... numeric 2,795 0.0% [1-98]; vals: [1, 2, 3, 98]
f59_oth Importance for agricultural activities: Other p... categorical 131 95.31% 40 unique
f60_1 Currently have for agricultural activities: A l... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_2 Currently have for agricultural activities: A l... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_3 Currently have for agricultural activities: A l... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_4 Currently have for agricultural activities: A l... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_5 Currently have for agricultural activities: A l... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_6 Currently have for agricultural activities: A m... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_7 Currently have for agricultural activities: A l... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_8 Currently have for agricultural activities: A c... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_9 Currently have for agricultural activities: A g... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_10 Currently have for agricultural activities: A s... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_11 Currently have for agricultural activities: A p... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_12 Currently have for agricultural activities: A p... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_13 Currently have for agricultural activities: A p... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_14 Currently have for agricultural activities: Oth... numeric 2,795 0.0% [1-2]; vals: [1, 2]
f60_oth Currently have for agricultural activities: Oth... categorical 4 99.86% 4 unique
f61_1 Want to have for agricultural activities: A loa... numeric 2,735 2.15% [1-98]; vals: [1.0, 2.0, 98.0]
f61_2 Want to have for agricultural activities: A loa... numeric 2,735 2.15% [1-98]; vals: [1.0, 2.0, 98.0]
f61_3 Want to have for agricultural activities: A loa... numeric 2,743 1.86% [1-98]; vals: [1.0, 2.0, 98.0]
f61_4 Want to have for agricultural activities: A loa... numeric 2,726 2.47% [1-98]; vals: [1.0, 2.0, 98.0]
f61_5 Want to have for agricultural activities: A loa... numeric 2,725 2.5% [1-98]; vals: [1.0, 2.0, 98.0]
f61_6 Want to have for agricultural activities: A mob... numeric 2,721 2.65% [1-98]; vals: [1.0, 2.0, 98.0]
f61_7 Want to have for agricultural activities: A loa... numeric 2,722 2.61% [1-98]; vals: [1.0, 2.0, 98.0]
f61_8 Want to have for agricultural activities: A cre... numeric 2,693 3.65% [1-98]; vals: [1.0, 2.0, 98.0]
f61_9 Want to have for agricultural activities: A goa... numeric 2,679 4.15% [1-98]; vals: [1.0, 2.0, 98.0]
f61_10 Want to have for agricultural activities: A sav... numeric 2,577 7.8% [1-98]; vals: [1.0, 2.0, 98.0]
f61_11 Want to have for agricultural activities: A pay... numeric 2,600 6.98% [1-98]; vals: [1.0, 2.0, 98.0]
f61_12 Want to have for agricultural activities: A pre... numeric 2,745 1.79% [1-98]; vals: [1.0, 2.0, 98.0]
f61_13 Want to have for agricultural activities: A pre... numeric 2,755 1.43% [1-98]; vals: [1.0, 2.0, 98.0]
f61_14 Want to have for agricultural activities: Other... numeric 2,789 0.21% [1-98]; vals: [1.0, 2.0, 98.0]
f61_oth Want to have for agricultural activities: Other... categorical 21 99.25% 20 unique
d2 Relationship with household head numeric 2,795 0.0% [1-10]
d3 Gender numeric 2,795 0.0% [1-2]; vals: [1, 2]
d4 Marital status numeric 2,795 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
d5 Age (in years) numeric 2,795 0.0% [15-100]
d6 Ever attended school numeric 2,795 0.0% [1-2]; vals: [1, 2]
d7 Currently attending school numeric 2,140 23.43% [1-3]; vals: [1.0, 2.0, 3.0]
d8 Highest grade attended numeric 2,140 23.43% [0-9]
d9 Completed highest grade attended numeric 2,140 23.43% [1-2]; vals: [1.0, 2.0]
d10 Contribute to the household income numeric 2,795 0.0% [1-1]; vals: [1]
d11 Participate in the household’s agricultural act... numeric 2,795 0.0% [1-2]; vals: [1, 2]
hh11 Number of eligible household members numeric 2,795 0.0% [1-8]
indsingl_wgt Individual weight numeric 2,795 0.0% [0-11]
stratum Design Stratum numeric 2,795 0.0% [1-10]

Multiple Table

  • Rows: 5,034
  • Columns: 420
Column Description Type Non-Null Null % Details
country_code - categorical 5,034 0.0% 1 unique
survey_year - numeric 5,034 0.0% [2015-2015]; vals: [2015]
sbjnum SbjNum numeric 5,034 0.0% [28621798-29828751]
i1 CGAP cluster number: numeric 5,034 0.0% [1-212]
i2 Household Number numeric 5,034 0.0% [1-17]
i4 Household member's line number numeric 5,034 0.0% [1-13]
zone Zone numeric 5,034 0.0% [1-5]; vals: [1, 2, 3, 4, 5]
i8 Region numeric 5,034 0.0% [1-28]
i9 District numeric 5,034 0.0% [1-137]
ward Ward numeric 5,034 0.0% [1-206]
urb_rur Urban-Rural residence numeric 5,034 0.0% [1-2]; vals: [1, 2]
i7 Day / Month / Year of interview: categorical 5,034 0.0% 33 unique
a0 Participation in the household agricultural act... numeric 5,034 0.0% [1-2]; vals: [1, 2]
a1 Form of land ownership numeric 4,742 5.8% [1-98]
a1_oth Form of land ownership - Other (specified) categorical 130 97.42% 104 unique
a2_1 How much agricultural land do you own?_Units numeric 4,742 5.8% [1-98]; vals: [1.0, 2.0, 3.0, 4.0, 98.0]
a2_2 Size of agricultural land owned numeric 4,115 18.26% [0-800]
a3_1 How much agricultural land do you rent, borrow ... numeric 4,742 5.8% [1-98]
a3_2 Size of agricultural land rented, borrowed or h... numeric 3,467 31.13% [0-800]
a4 Farm considered to be a business numeric 4,742 5.8% [1-98]; vals: [1.0, 2.0, 98.0]
a5_1 Grow Maize numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_2 Grow Paddy numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_3 Grow Sorghum numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_4 Grow Bulrush millet numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_5 Grow Finger millet numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_6 Grow Cassava numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_7 Grow Sweet potatoes numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_8 Grow Irish potatoes numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_9 Grow Beans numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_10 Grow Cowpeas numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_11 Grow Pigeon peas numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_12 Grow Sunflower numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_13 Grow Simsim numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_14 Grow Groundnuts numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_15 Grow Tomatoes numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_16 Grow Cabbage numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_17 Grow Onions numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_18 Grow Amaranth numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_19 Grow Cashew nut numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_20 Grow Banana numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_21 Grow Cotton numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_22 Grow Tobacco numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_23 Grow Pyrethrum numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_24 Grow Coffee numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_25 Grow Coconut numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_26 Grow Orange numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_27 Grow Sugar cane numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_28 Grow Palm oil numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_29 Grow Other 1 numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_30 Grow Other 2 numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_31 Grow Other 3 numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_32 None grown numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a5_oth1 Grow other crop - Other1 categorical 985 80.43% 80 unique
a5_oth2 Grow other crop - Other2 categorical 312 93.8% 64 unique
a5_oth3 Grow other crop - Other3 categorical 59 98.83% 30 unique
a6 Crop grown that is the most important to you a... numeric 4,726 6.12% [1-32]
a7_1 Maize grown and consumed at home numeric 4,246 15.65% [1-2]; vals: [1.0, 2.0]
a7_2 Paddy grown and consumed at home numeric 1,352 73.14% [1-2]; vals: [1.0, 2.0]
a7_3 Sorghum grown and consumed at home numeric 540 89.27% [1-2]; vals: [1.0, 2.0]
a7_4 Bulrush millet grown and consumed at home numeric 98 98.05% [1-2]; vals: [1.0, 2.0]
a7_5 Finger millet grown and consumed at home numeric 141 97.2% [1-2]; vals: [1.0, 2.0]
a7_6 Cassava grown and consumed at home numeric 1,789 64.46% [1-2]; vals: [1.0, 2.0]
a7_7 Sweet potatoes grown and consumed at home numeric 1,413 71.93% [1-2]; vals: [1.0, 2.0]
a7_8 Irish potatoes grown and consumed at home numeric 184 96.34% [1-2]; vals: [1.0, 2.0]
a7_9 Beans grown and consumed at home numeric 2,071 58.86% [1-2]; vals: [1.0, 2.0]
a7_10 Cowpeas grown and consumed at home numeric 100 98.01% [1-2]; vals: [1.0, 2.0]
a7_11 Pigeon peas grown and consumed at home numeric 526 89.55% [1-2]; vals: [1.0, 2.0]
a7_12 Sunflower grown and consumed at home numeric 747 85.16% [1-2]; vals: [1.0, 2.0]
a7_13 Simsim grown and consumed at home numeric 427 91.52% [1-2]; vals: [1.0, 2.0]
a7_14 Groundnuts grown and consumed at home numeric 1,214 75.88% [1-2]; vals: [1.0, 2.0]
a7_15 Tomatoes grown and consumed at home numeric 394 92.17% [1-2]; vals: [1.0, 2.0]
a7_16 Cabbage grown and consumed at home numeric 140 97.22% [1-2]; vals: [1.0, 2.0]
a7_17 Onions grown and consumed at home numeric 157 96.88% [1-2]; vals: [1.0, 2.0]
a7_18 Amaranth grown and consumed at home numeric 390 92.25% [1-2]; vals: [1.0, 2.0]
a7_19 Cashew nut grown and consumed at home numeric 198 96.07% [1-2]; vals: [1.0, 2.0]
a7_20 Banana grown and consumed at home numeric 720 85.7% [1-2]; vals: [1.0, 2.0]
a7_21 Cotton grown and consumed at home numeric 248 95.07% [1-2]; vals: [1.0, 2.0]
a7_22 Tobacco grown and consumed at home numeric 62 98.77% [1-2]; vals: [1.0, 2.0]
a7_23 Pyrethrum grown and consumed at home numeric 5 99.9% [2-2]; vals: [2.0]
a7_24 Coffee grown and consumed at home numeric 247 95.09% [1-2]; vals: [1.0, 2.0]
a7_25 Coconut grown and consumed at home numeric 111 97.79% [1-2]; vals: [1.0, 2.0]
a7_26 Orange grown and consumed at home numeric 147 97.08% [1-2]; vals: [1.0, 2.0]
a7_27 Sugar cane grown and consumed at home numeric 173 96.56% [1-2]; vals: [1.0, 2.0]
a7_28 Palm oil grown and consumed at home numeric 42 99.17% [1-2]; vals: [1.0, 2.0]
a7_29 Other1 Crop grown and consumed at home numeric 985 80.43% [1-2]; vals: [1.0, 2.0]
a7_30 Other2 Crop grown and consumed at home numeric 312 93.8% [1-2]; vals: [1.0, 2.0]
a7_31 Other3 Crop grown and consumed at home numeric 59 98.83% [1-2]; vals: [1.0, 2.0]
a7_32 None grown and consumed at home numeric 4,726 6.12% [1-2]; vals: [1.0, 2.0]
a8 Crop grown and most consumed numeric 4,702 6.6% [1-32]
a9_1 Buy Maize numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_2 Buy Paddy numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_3 Buy Sorghum numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_4 Buy Bulrush millet numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_5 Buy Finger millet numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_6 Buy Cassava numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_7 Buy Sweet potatoes numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_8 Buy Irish potatoes numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_9 Buy Beans numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_10 Buy Cowpeas numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_11 Buy Pigeon peas numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_12 Buy Sunflower numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_13 Buy Simsim numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_14 Buy Groundnuts numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_15 Buy Tomatoes numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_16 Buy Cabbage numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_17 Buy Onions numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_18 Buy Amaranth numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_19 Buy Cashew nut numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_20 Buy Banana numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_21 Buy Cotton numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_22 Buy Tobacco numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_23 Buy Pyrethrum numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_24 Buy Coffee numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_25 Buy Coconut numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_26 Buy Orange numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_27 Buy Sugar cane numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_28 Buy Palm oil numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_29 Buy Other 1 numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_30 Buy Other 2 numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_31 Buy Other 3 numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_32 Buy None numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a9_oth1 Buy Other 1 (Specified) categorical 74 98.53% 30 unique
a9_oth2 Buy Other 2 (Specified) categorical 22 99.56% 14 unique
a9_oth3 Buy Other 3 (Specified) categorical 2 99.96% 2 unique
a10 Have any livestock, herds, other farm animals, ... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a11_1 Number of Indigenous cattle numeric 2,585 48.65% [0-200]
a11_2 Number of Cattle - dairy numeric 2,585 48.65% [0-40]
a11_3 Number of Cattle - beef numeric 2,585 48.65% [0-40]
a11_4 Number of Indigenous goat numeric 2,585 48.65% [0-150]
a11_5 Number of Goat - dairy numeric 2,585 48.65% [0-20]
a11_6 Number of Goat - meat numeric 2,585 48.65% [0-34]
a11_7 Number of Sheep numeric 2,585 48.65% [0-100]
a11_8 Number of Pigs numeric 2,585 48.65% [0-100]
a11_9 Number of Chicken - layers numeric 2,585 48.65% [0-500]
a11_10 Number of Chicken - broilers numeric 2,585 48.65% [0-500]
a11_11 Number of Fish (number of ponds) numeric 2,585 48.65% [0-1]; vals: [0.0, 1.0]
a11_12 Number of Bees (number of hives) numeric 2,585 48.65% [0-70]
a11_13 Number of Other - Number reared numeric 2,585 48.65% [0-100]
a11_oth A11_OTH .Other reared categorical 366 92.73% 17 unique
a12_1 Rear and get an income from Indigenous cattle numeric 925 81.62% [1-2]; vals: [1.0, 2.0]
a12_2 Rear and get an income from Cattle - dairy numeric 236 95.31% [1-2]; vals: [1.0, 2.0]
a12_3 Rear and get an income from Cattle - beef numeric 67 98.67% [1-2]; vals: [1.0, 2.0]
a12_4 Rear and get an income from Indigenous goat numeric 1,074 78.67% [1-2]; vals: [1.0, 2.0]
a12_5 Rear and get an income from Goat - dairy numeric 35 99.3% [1-2]; vals: [1.0, 2.0]
a12_6 Rear and get an income from Goat - meat numeric 120 97.62% [1-2]; vals: [1.0, 2.0]
a12_7 Rear and get an income from Sheep numeric 368 92.69% [1-2]; vals: [1.0, 2.0]
a12_8 Rear and get an income from Pigs numeric 291 94.22% [1-2]; vals: [1.0, 2.0]
a12_9 Rear and get an income from Chicken - layers numeric 631 87.47% [1-2]; vals: [1.0, 2.0]
a12_10 Rear and get an income from Chicken - broilers numeric 1,251 75.15% [1-2]; vals: [1.0, 2.0]
a12_11 Rear and get an income from Fish (number of ponds) numeric 6 99.88% [1-2]; vals: [1.0, 2.0]
a12_12 Rear and get an income from Bees (number of hives) numeric 36 99.28% [1-2]; vals: [1.0, 2.0]
a12_13 Rear and get an income from Other numeric 367 92.71% [1-2]; vals: [1.0, 2.0]
a12_14 Rear and get an income_None numeric 2,585 48.65% [1-2]; vals: [1.0, 2.0]
a13 Livestock that generates the most income numeric 2,031 59.65% [1-14]
a14_1 Rear to consume at home - Indigenous cattle numeric 925 81.62% [1-2]; vals: [1.0, 2.0]
a14_2 Rear to consume at home - Cattle - dairy numeric 236 95.31% [1-2]; vals: [1.0, 2.0]
a14_3 Rear to consume at home - Cattle - beef numeric 67 98.67% [1-2]; vals: [1.0, 2.0]
a14_4 Rear to consume at home - Indigenous goat numeric 1,074 78.67% [1-2]; vals: [1.0, 2.0]
a14_5 Rear to consume at home - Goat - dairy numeric 35 99.3% [1-2]; vals: [1.0, 2.0]
a14_6 Rear to consume at home - Goat - meat numeric 120 97.62% [1-2]; vals: [1.0, 2.0]
a14_7 Rear to consume at home - Sheep numeric 368 92.69% [1-2]; vals: [1.0, 2.0]
a14_8 Rear to consume at home - Pigs numeric 291 94.22% [1-2]; vals: [1.0, 2.0]
a14_9 Rear to consume at home - Chicken - layers numeric 631 87.47% [1-2]; vals: [1.0, 2.0]
a14_10 Rear to consume at home - Chicken - broilers numeric 1,251 75.15% [1-2]; vals: [1.0, 2.0]
a14_11 Rear to consume at home - Fish (number of ponds) numeric 6 99.88% [1-2]; vals: [1.0, 2.0]
a14_12 Rear to consume at home - Bees (number of hives) numeric 36 99.28% [1-2]; vals: [1.0, 2.0]
a14_13 Rear to consume at home - Other numeric 367 92.71% [1-2]; vals: [1.0, 2.0]
a14_14 Rear to consume at home - None numeric 2,585 48.65% [1-2]; vals: [1.0, 2.0]
a15_1 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_2 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_3 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_4 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_5 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_6 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_7 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_8 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_9 Purchase main agricultural and livestock inputs... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a15_oth Purchase main agricultural and livestock inputs... categorical 57 98.87% 50 unique
a17_1 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [1-2]; vals: [1.0, 2.0]
a17_2 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [2-2]; vals: [2.0]
a17_3 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [2-2]; vals: [2.0]
a17_4 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [2-2]; vals: [2.0]
a17_5 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [1-2]; vals: [1.0, 2.0]
a17_6 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [1-2]; vals: [1.0, 2.0]
a17_7 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [1-2]; vals: [1.0, 2.0]
a17_8 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [1-2]; vals: [1.0, 2.0]
a17_9 Pay suppliers of inputs (such as seeds, fertili... numeric 3,731 25.88% [1-2]; vals: [1.0, 2.0]
a17_oth Pay suppliers of inputs (such as seeds, fertili... categorical 11 99.78% 11 unique
a18 Pay suppliers later (with credit) or immediately numeric 3,616 28.17% [1-2]; vals: [1.0, 2.0]
a22 Water situation numeric 4,742 5.8% [1-4]; vals: [1.0, 2.0, 3.0, 4.0]
a23_1 Managing land and livestock, use of Friends or ... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a23_2 Managing land and livestock, use of Hired labor... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a23_3 Managing land and livestock, use of Family labor numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a23_4 Managing land and livestock, use of Daily rate ... numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a23_5 Managing land and livestock, use of Other numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a23_6 Managing land and livestock_None numeric 4,742 5.8% [1-2]; vals: [1.0, 2.0]
a23_oth Managing land and livestock, use of Other (spec... categorical 58 98.85% 38 unique
a24_1 Use labor for Land ploughing and preparation numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_2 Use labor for Planting numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_3 Use labor for Weeding numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_4 Use labor for Harvesting numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_5 Use labor for Selling crops numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_6 Use labor for Livestock care numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_7 Use labor for Livestock sale numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_8 Use labor for Other numeric 3,083 38.76% [1-2]; vals: [1.0, 2.0]
a24_oth Use labor for Other (specify) categorical 543 89.21% 113 unique
a25_1 Grow and sell Maize numeric 4,246 15.65% [1-2]; vals: [1.0, 2.0]
a25_2 Grow and sell Paddy numeric 1,352 73.14% [1-2]; vals: [1.0, 2.0]
a25_3 Grow and sell Sorghum numeric 540 89.27% [1-2]; vals: [1.0, 2.0]
a25_4 Grow and sell Bulrush millet numeric 98 98.05% [1-2]; vals: [1.0, 2.0]
a25_5 Grow and sell Finger millet numeric 141 97.2% [1-2]; vals: [1.0, 2.0]
a25_6 Grow and sell Cassava numeric 1,789 64.46% [1-2]; vals: [1.0, 2.0]
a25_7 Grow and sell Sweet potatoes numeric 1,413 71.93% [1-2]; vals: [1.0, 2.0]
a25_8 Grow and sell Irish potatoes numeric 184 96.34% [1-2]; vals: [1.0, 2.0]
a25_9 Grow and sell Beans numeric 2,071 58.86% [1-2]; vals: [1.0, 2.0]
a25_10 Grow and sell Cowpeas numeric 100 98.01% [1-2]; vals: [1.0, 2.0]
a25_11 Grow and sell Pigeon peas numeric 526 89.55% [1-2]; vals: [1.0, 2.0]
a25_12 Grow and sell Sunflower numeric 747 85.16% [1-2]; vals: [1.0, 2.0]
a25_13 Grow and sell Simsim numeric 427 91.52% [1-2]; vals: [1.0, 2.0]
a25_14 Grow and sell Groundnuts numeric 1,214 75.88% [1-2]; vals: [1.0, 2.0]
a25_15 Grow and sell Tomatoes numeric 394 92.17% [1-2]; vals: [1.0, 2.0]
a25_16 Grow and sell Cabbage numeric 140 97.22% [1-2]; vals: [1.0, 2.0]
a25_17 Grow and sell Onions numeric 157 96.88% [1-2]; vals: [1.0, 2.0]
a25_18 Grow and sell Amaranth numeric 390 92.25% [1-2]; vals: [1.0, 2.0]
a25_19 Grow and sell Cashew nut numeric 198 96.07% [1-2]; vals: [1.0, 2.0]
a25_20 Grow and sell Banana numeric 720 85.7% [1-2]; vals: [1.0, 2.0]
a25_21 Grow and sell Cotton numeric 248 95.07% [1-2]; vals: [1.0, 2.0]
a25_22 Grow and sell Tobacco numeric 62 98.77% [1-2]; vals: [1.0, 2.0]
a25_23 Grow and sell Pyrethrum numeric 5 99.9% [1-1]; vals: [1.0]
a25_24 Grow and sell Coffee numeric 247 95.09% [1-2]; vals: [1.0, 2.0]
a25_25 Grow and sell Coconut numeric 111 97.79% [1-2]; vals: [1.0, 2.0]
a25_26 Grow and sell Orange numeric 147 97.08% [1-2]; vals: [1.0, 2.0]
a25_27 Grow and sell Sugar cane numeric 173 96.56% [1-2]; vals: [1.0, 2.0]
a25_28 Grow and sell Palm oil numeric 42 99.17% [1-2]; vals: [1.0, 2.0]
a25_29 Grow and sell Other1 numeric 985 80.43% [1-2]; vals: [1.0, 2.0]
a25_30 Grow and sell Other2 numeric 312 93.8% [1-2]; vals: [1.0, 2.0]
a25_31 Grow and sell Other3 numeric 59 98.83% [1-2]; vals: [1.0, 2.0]
a25_32 Grow and sell None numeric 4,724 6.16% [1-2]; vals: [1.0, 2.0]
a25_33 Grow and sell Dont Know numeric 4,460 11.4% [1-2]; vals: [1.0, 2.0]
a26 Crop grown and sold that generate most money numeric 3,803 24.45% [1-98]
a27_1 Crops and livestock sold to Co-operative numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_2 Crops and livestock sold to Wholesaler numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_3 Crops and livestock sold to Processor numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_4 Crops and livestock sold to Retailer numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_5 Crops and livestock sold to Direct to the public numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_6 Crops and livestock sold to Direct to a govern... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_7 Crops and livestock sold to Middleman / Tradin... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_8 Crops and livestock sold to Other numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_9 Crops and livestock sold _ Don’t know numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a27_oth Crops and livestock sold to Other (specify) categorical 65 98.71% 46 unique
a28_1 Sell crops and livestock at farm to neighbor or... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a28_2 Sell crops and livestock In village numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a28_3 Sell crops and livestock at Local market numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a28_4 Sell crops and livestock at Regional market numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a28_5 Sell crops and livestock at Other places numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a28_6 Sell crops and livestock_ Don’t know numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a28_oth Sell crops and livestock Other (specify) categorical 304 93.96% 88 unique
a29_1 Sell crops and livestock at this location becau... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_2 Sell crops and livestock at this location becau... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_3 Sell crops and livestock at this location becau... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_4 Sell crops and livestock at this location becau... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_5 Sell crops and livestock at this location becau... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_6 Sell crops and livestock at this location becau... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_7 Sell crops and livestock at this location_ Don’... numeric 3,797 24.57% [1-2]; vals: [1.0, 2.0]
a29_oth Sell crops and livestock at this location becau... categorical 283 94.38% 208 unique
a30 Get current market price for crops and livestoc... numeric 3,803 24.45% [1-98]; vals: [1.0, 2.0, 98.0]
a31 Reason do not get current market price numeric 2,355 53.22% [1-98]
a31_oth Reason do not get current market price_Other (S... categorical 222 95.59% 169 unique
a32 Have a contract to sell any crops or livestock numeric 3,803 24.45% [1-98]; vals: [1.0, 2.0, 98.0]
a33_1 Usually get paid by Cash numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_2 Usually get paid by Cheque numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_4 Usually get paid by Electronic funds transfer numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_5 Usually get paid by Mobile banking numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_6 Usually get paid by Payment in-kind (crops, lab... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_7 Usually get paid by Prepaid debit card numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_8 Usually get paid by Other numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a33_oth Usually get paid by Other (specify) categorical 45 99.11% 33 unique
a35_1 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_2 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_3 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_4 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_5 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_6 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_7 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_8 Challenges getting crops and livestock to your ... numeric 3,803 24.45% [1-2]; vals: [1.0, 2.0]
a35_oth Challenges getting crops and livestock to your ... categorical 315 93.74% 200 unique
a36_1 Grow and trade Maize numeric 4,246 15.65% [1-2]; vals: [1.0, 2.0]
a36_2 Grow and trade Paddy numeric 1,352 73.14% [1-2]; vals: [1.0, 2.0]
a36_3 Grow and trade Sorghum numeric 540 89.27% [1-2]; vals: [1.0, 2.0]
a36_4 Grow and trade Bulrush millet numeric 98 98.05% [1-2]; vals: [1.0, 2.0]
a36_5 Grow and trade Finger millet numeric 141 97.2% [1-2]; vals: [1.0, 2.0]
a36_6 Grow and trade Cassava numeric 1,789 64.46% [1-2]; vals: [1.0, 2.0]
a36_7 Grow and trade Sweet potatoes numeric 1,413 71.93% [1-2]; vals: [1.0, 2.0]
a36_8 Grow and trade Irish potatoes numeric 184 96.34% [1-2]; vals: [1.0, 2.0]
a36_9 Grow and trade Beans numeric 2,071 58.86% [1-2]; vals: [1.0, 2.0]
a36_10 Grow and trade Cowpeas numeric 100 98.01% [1-2]; vals: [1.0, 2.0]
a36_11 Grow and trade Pigeon peas numeric 526 89.55% [1-2]; vals: [1.0, 2.0]
a36_12 Grow and trade Sunflower numeric 747 85.16% [1-2]; vals: [1.0, 2.0]
a36_13 Grow and trade Simsim numeric 427 91.52% [1-2]; vals: [1.0, 2.0]
a36_14 Grow and trade Groundnuts numeric 1,214 75.88% [1-2]; vals: [1.0, 2.0]
a36_15 Grow and trade Tomatoes numeric 394 92.17% [1-2]; vals: [1.0, 2.0]
a36_16 Grow and trade Cabbage numeric 140 97.22% [1-2]; vals: [1.0, 2.0]
a36_17 Grow and trade Onions numeric 157 96.88% [1-2]; vals: [1.0, 2.0]
a36_18 Grow and trade Amaranth numeric 390 92.25% [1-2]; vals: [1.0, 2.0]
a36_19 Grow and trade Cashew nut numeric 198 96.07% [1-2]; vals: [1.0, 2.0]
a36_20 Grow and trade Banana numeric 720 85.7% [1-2]; vals: [1.0, 2.0]
a36_21 Grow and trade Cotton numeric 248 95.07% [1-2]; vals: [1.0, 2.0]
a36_22 Grow and trade Tobacco numeric 62 98.77% [1-2]; vals: [1.0, 2.0]
a36_23 Grow and trade Pyrethrum numeric 5 99.9% [1-2]; vals: [1.0, 2.0]
a36_24 Grow and trade Coffee numeric 247 95.09% [1-2]; vals: [1.0, 2.0]
a36_25 Grow and trade Coconut numeric 111 97.79% [1-2]; vals: [1.0, 2.0]
a36_26 Grow and trade Orange numeric 147 97.08% [1-2]; vals: [1.0, 2.0]
a36_27 Grow and trade Sugar cane numeric 173 96.56% [1-2]; vals: [1.0, 2.0]
a36_28 Grow and trade Palm oil numeric 42 99.17% [1-2]; vals: [1.0, 2.0]
a36_29 Grow and trade Other1 numeric 985 80.43% [1-2]; vals: [1.0, 2.0]
a36_30 Grow and trade Other2 numeric 312 93.8% [1-2]; vals: [1.0, 2.0]
a36_31 Grow and trade Other3 numeric 59 98.83% [1-2]; vals: [1.0, 2.0]
a36_32 Grow and trade None numeric 4,726 6.12% [1-2]; vals: [1.0, 2.0]
a36_33 Grow and trade Dont Know numeric 4,726 6.12% [2-2]; vals: [2.0]
a37 Crop grown and traded the most numeric 869 82.74% [1-32]
h1_1 Generate income from - Earning wages or salary... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_2 Generate income from - Earning wages from occa... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_3 Generate income from - Running own business in... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_4 Generate income from - Running own business by... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_5 Generate income from - Getting a grant, pensio... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_6 Generate income from - Getting money from fami... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_7 Generate income from - Growing something and s... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_8 Generate income from - Rearing livestock, poul... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_9 Generate income from - Other (specify) numeric 5,034 0.0% [1-2]; vals: [1, 2]
h1_oth Generate income from - Other (specify) categorical 468 90.7% 113 unique
h2a Main source of income in the last Month numeric 5,034 0.0% [1-98]
h2b Main source of income in the last 12 months numeric 5,034 0.0% [1-98]
h3 Most important income source numeric 5,034 0.0% [1-98]
h4 Income source like to get the most numeric 5,034 0.0% [1-98]
h5 Most reliable income source numeric 5,034 0.0% [1-98]
h6 Primary job (i.e., the job where you spend most... numeric 5,034 0.0% [1-6]
h6_oth Primary job (i.e., the job where you spend most... categorical 409 91.88% 93 unique
h7_1 Secondary or side jobs - Farmer numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_2 Secondary or side jobs - Professional, i.e., do... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_3 Secondary or side jobs - Shop owner numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_4 Secondary or side jobs - Business owner numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_5 Secondary or side jobs - Laborer numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_6 Secondary or side jobs - Other numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_7 Secondary or side jobs - None numeric 5,034 0.0% [1-2]; vals: [1, 2]
h7_oth Secondary or side jobs - Other (specify) categorical 830 83.51% 155 unique
h8_1 Frequency main source of income is received_ Ea... numeric 320 93.64% [1-6]
h8_2 Frequency main source of income is received_ Ea... numeric 544 89.19% [1-6]
h8_3 Frequency main source of income is received_ Ru... numeric 800 84.11% [1-6]
h8_4 Frequency main source of income is received_ Ru... numeric 328 93.48% [1-98]
h8_5 Frequency main source of income is received_ Ge... numeric 45 99.11% [2-5]; vals: [2.0, 3.0, 4.0, 5.0]
h8_6 Frequency main source of income is received_ Ge... numeric 446 91.14% [1-98]
h8_7 Frequency main source of income is received_ Gr... numeric 3,473 31.01% [1-98]
h8_8 Frequency main source of income is received_ Re... numeric 1,149 77.18% [1-98]
h8_9 Frequency main source of income is received_ Other numeric 444 91.18% [1-98]
h9_1 Other ways to get income - Buy/get agricultural... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h9_2 Other ways to get income - Buy/get agricultural... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h9_3 Other ways to get income - Provide a service to... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h9_4 Other ways to get income - Rent land to farmers... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h9_5 Other ways to get income - Other (specify) numeric 5,034 0.0% [1-2]; vals: [1, 2]
h9_6 Other ways to get income - No other way numeric 5,034 0.0% [1-2]; vals: [1, 2]
h9_oth Other ways to get income - Other (specify) categorical 210 95.83% 112 unique
h10_1 Receive income from Government benefits (pensi... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h10_2 Receive income from Remittances/monetary or ot... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h10_3 Receive income from Other donor/NGO benefits numeric 5,034 0.0% [1-2]; vals: [1, 2]
h10_4 Receive income from Occasional paid assignment... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h10_5 Receive income from Occasionally sell my belon... numeric 5,034 0.0% [1-2]; vals: [1, 2]
h10_6 Receive income from Other numeric 5,034 0.0% [1-2]; vals: [1, 2]
h10_oth Receive income from Other (specify) categorical 363 92.79% 105 unique
h11_1 Receive payment from Direct deposit to a bank ... numeric 60 98.81% [1-2]; vals: [1.0, 2.0]
h11_2 Receive payment from Personal pick-up in cash numeric 60 98.81% [1-2]; vals: [1.0, 2.0]
h11_3 Receive payment from Personal pick-up in cheque numeric 60 98.81% [2-2]; vals: [2.0]
h11_4 Receive payment from Courier delivery numeric 60 98.81% [1-2]; vals: [1.0, 2.0]
h11_5 Receive payment from Deposit to your m- money ... numeric 60 98.81% [2-2]; vals: [2.0]
h11_6 Receive payment from Deposit to an agent’s m-m... numeric 60 98.81% [2-2]; vals: [2.0]
h11_7 Receive payment from Deposit to another person... numeric 60 98.81% [2-2]; vals: [2.0]
h11_8 Receive payment from Digital card (pre-paid ca... numeric 60 98.81% [1-2]; vals: [1.0, 2.0]
h11_9 Receive payment from Western Union/ Money Gram numeric 60 98.81% [2-2]; vals: [2.0]
h11_10 Receive payment from Other numeric 60 98.81% [1-2]; vals: [1.0, 2.0]
h11_11 Receive payment _Don’t know numeric 60 98.81% [1-2]; vals: [1.0, 2.0]
h11_oth Receive payment from Other (specify) categorical 2 99.96% 2 unique
h14_1 How often make expenses for Grocery purchases numeric 5,034 0.0% [1-98]
h14_2 How often make expenses for Transportation numeric 5,034 0.0% [1-98]
h14_3 How often make expenses for Medicine, medical ... numeric 5,034 0.0% [1-98]
h14_4 How often make expenses for Educational expens... numeric 5,034 0.0% [1-98]
h14_5 How often make expenses for Bills: utility bil... numeric 5,034 0.0% [1-98]
h14_6 How often make expenses for Emergency expenses... numeric 5,034 0.0% [1-98]
h14_7 How often make expenses for Investment in busi... numeric 5,034 0.0% [1-98]
h14_8 How often make expenses for Make a large purch... numeric 5,034 0.0% [1-98]
h14_9 How often make expenses for Home repairs numeric 5,034 0.0% [1-98]
h14_10 How often make expenses for Other (specify) numeric 5,034 0.0% [1-98]
h14_oth1 How often make expenses for Emergency - (others... categorical 3,171 37.01% 477 unique
h14_oth2 Frequency of expenses - Other expenses (specif... categorical 34 99.32% 25 unique
f62 Literacy numeric 4,683 6.97% [1-6]
f63_1 Have an official identification - Government-i... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_2 Have an official identification - East African... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_3 Have an official identification - Internationa... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_4 Have an official identification - Driver’s lic... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_5 Have an official identification - School-issue... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_6 Have an official identification - Voters card numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_7 Have an official identification - Ration card numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_8 Have an official identification - Employee ID ... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_9 Have an official identification - Military ID numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_10 Have an official identification - Birth Certif... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_11 Have an official identification - Village/LC ID numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_12 Have an official identification - Other identif... numeric 5,034 0.0% [1-2]; vals: [1, 2]
f63_oth Have an official identification - Other identif... categorical 121 97.6% 40 unique
d2 D2 .Relationship with household head numeric 5,034 0.0% [1-10]
d3 Gender numeric 5,034 0.0% [1-2]; vals: [1, 2]
d4 D4 .Marital status numeric 5,034 0.0% [1-98]
d5 D5 .Age (in years) numeric 5,034 0.0% [15-100]
d6 D6 .Ever attended school numeric 5,034 0.0% [1-2]; vals: [1, 2]
d7 D7 .Currently attending school numeric 3,839 23.74% [1-98]; vals: [1.0, 2.0, 3.0, 98.0]
d8 D8 .Highest grade attended numeric 3,839 23.74% [0-9]
d9 D9 .Completed highest grade attended numeric 3,839 23.74% [1-2]; vals: [1.0, 2.0]
d10 D10 .Ccontribute to the household income numeric 5,034 0.0% [1-1]; vals: [1]
d11 D11 .Participate in the household’s agricultura... numeric 5,034 0.0% [1-2]; vals: [1, 2]
indmul_wgt Individual weight numeric 5,034 0.0% [0-4]
a2 How much agricultural land do you own?_Hectare numeric 4,742 5.8% [0-647]
a3 How much agricultural land do you rent, borrow ... numeric 4,742 5.8% [0-647]
stratum Design Stratum numeric 5,034 0.0% [1-10]