DATA_DICTIONARY.md

Data Dictionary - MOZ

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

Household Table

• Rows: 2,574
• Columns: 221

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

Single Table

• Rows: 2,574
• Columns: 919

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

Multiple Table

• Rows: 4,456
• Columns: 444

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