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stringclasses
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stringclasses
1 value
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1 value
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stringclasses
1 value
column_8
stringclasses
1 value
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stringclasses
1 value
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2 values
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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2 values
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stringclasses
1 value
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stringclasses
2 values
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stringclasses
1 value
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stringclasses
2 values
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stringclasses
2 values
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2 values
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2 values
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1 value
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1 value
column_19
stringclasses
1 value
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stringclasses
1 value
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2 values
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1 value
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1 value
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1 value
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1 value
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1 value
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stringclasses
1 value
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stringclasses
1 value
product_code
float64
405
419
product_name
stringclasses
9 values
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
column_18
stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
information_type_code
float64
1
7
information_type
stringclasses
7 values
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stringclasses
2 values
what_was_the_main_source_you_your_household_used_for_rec
stringclasses
2 values
facility_code
float64
1
10
facility
stringclasses
9 values
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stringclasses
2 values
what_is_the_distance_in_kilometers_to_the_nearest_facili
stringclasses
2 values
transport_type
stringclasses
11 values
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stringclasses
2 values
how_did_you_or_your_household_mainly_access_transport_ty
stringclasses
2 values
single_response
stringclasses
3 values
multiresponse
stringclasses
3 values
code_loan_source
float64
1
99
loan_source
stringclasses
13 values
please_list_all_the_sources_that_provided_a_loan_for_agr
stringclasses
2 values
what_were_the_three_main_purposes_of_the_loan_from_loan
stringclasses
2 values
column_6
stringclasses
4 values
column_7
stringclasses
4 values
what_was_the_duration_of_the_loan_received_from_loan_sou
stringclasses
1 value
what_was_the_loan_amount_received_from_loan_source_betwe
stringclasses
1 value
who_among_the_household_members_received_the_loan_from_l
stringclasses
2 values
column_11
stringclasses
2 values
column_12
stringclasses
2 values
how_much_of_the_loan_taken_from_loan_source_has_been_rep
stringclasses
1 value
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stringclasses
1 value
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stringclasses
1 value
who_provided_the_transfers_tick_all_that_applies
stringclasses
1 value
d_01
float64
2
99
rent_of_buildings_for_farm_use
stringclasses
10 values
column
stringclasses
1 value
column_2
stringclasses
1 value
shock
stringclasses
8 values
did_the_household_experience_any_of_the_following_shocks
stringclasses
2 values
what_was_the_extent_of_damage_of_shock_on_crop_or_livest
stringclasses
2 values
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stringclasses
1 value
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stringclasses
1 value
what_were_the_main_reason_for_the_food_shortage
stringclasses
1 value
column_9
stringclasses
1 value
column_10
stringclasses
1 value
has_the_household_changed_eating_patterns_as_an_immediat
stringclasses
1 value
who_in_the_household_has_changed_the_eating_patterns
stringclasses
1 value
has_the_household_skipped_meals_as_an_immediate_response
stringclasses
1 value
who_in_the_household_skipped_meals
stringclasses
1 value
has_the_household_eaten_less_preferred_meals_as_an_immed
stringclasses
1 value
who_in_the_household_ate_less_preferred_meals
stringclasses
1 value
has_the_household_reduced_meal_size_as_immediate_respons
stringclasses
1 value
who_in_the_household_has_reduced_meal_size
stringclasses
1 value
is_the_household_likely_to_experience_food_shortage_in_t
stringclasses
1 value
q01
stringclasses
3 values
q02
stringclasses
2 values
q03
stringclasses
3 values
q04
stringclasses
2 values
q05
stringclasses
2 values
q06
stringclasses
2 values
q07
stringclasses
3 values
q09
stringclasses
3 values
q10
stringclasses
2 values
q11
stringclasses
2 values
source_id
float64
1
6
source
stringclasses
6 values
how_was_the_advice_information_from_source_acquired_sele
stringclasses
2 values
which_household_members_received_advice_information_from
stringclasses
2 values
column_5
stringclasses
2 values
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stringclasses
2 values
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stringclasses
1 value
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stringclasses
1 value
which_services_was_source_paid_for
stringclasses
2 values
between_january_2019_and_december_2019_how_much_in_total
stringclasses
1 value
how_would_you_rate_the_advice_received_from_source
stringclasses
2 values
i1
stringclasses
2 values
i2
stringclasses
2 values
i2b
stringclasses
2 values
i3
stringclasses
2 values
i4
stringclasses
1 value
d_1_cereals
stringclasses
3 values
wheat
stringclasses
42 values
d_111
float64
112
2.29k
d_5_leguminous_crops
stringclasses
4 values
beans
stringclasses
43 values
d_711
float64
311
21.5k
d_5
float64
6
28
sack_120_kgs
stringclasses
23 values
d_9
float64
10
332
d_33
float64
34
56
packet_unspecified
stringclasses
23 values
d_54
float64
63
99
code
stringclasses
16 values
name
stringclasses
16 values
description
stringclasses
27 values
code_2
float64
11
50
ubos-microdata-70-189:5-1-0-cover-page:0
UGA
Uganda
5.1.0 Cover Page
2,019
(Qn 11A)
Time start of Interview
H
H
M
M
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
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null
ubos-microdata-70-189:5-1-0-cover-page:1
UGA
Uganda
5.1.0 Cover Page
2,019
(Qn 12)
Record reference season
null
null
null
null
1st
null
2nd
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
null
null
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null
ubos-microdata-70-189:5-1-0-cover-page:2
UGA
Uganda
5.1.0 Cover Page
2,019
(Qn 13)
Record reference year
null
null
null
2017
null
2018
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
null
null
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ubos-microdata-70-189:5-1-0-cover-page:3
UGA
Uganda
5.1.0 Cover Page
2,019
(Qn 14)
"Are you able to continue with the interview? Select NO, if : 1) the household refused the interview, 2) there was no competent respondent at the time of the visit, 3) none was at home for an extended period of time, 4) the household moved to another unknown location, 5) the dwelling was not found. Select YES if the ho...
null
null
null
null
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
null
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null
null
null
null
ubos-microdata-70-189:5-1-0-cover-page:4
UGA
Uganda
5.1.0 Cover Page
2,019
null
null
null
null
null
null
null
YES
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
null
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null
ubos-microdata-70-189:5-2-0-household-members:0
UGA
Uganda
5.2.0 Household Members.
2,019
null
null
null
null
null
null
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
null
null
null
null
null
null
null
FOR AGE 3+
FOR AGE 3+
FOR AGE 10+ and IF H09=<3
FOR AGE 10+
FOR AGE 10+
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null
ubos-microdata-70-189:5-2-0-household-members:1
UGA
Uganda
5.2.0 Household Members.
2,019
null
null
null
null
null
null
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
PERSON ID
PERSON NAME
null
What is the sex of [NAME]?
What is [NAME]'s relationship to household head?
What is the residential status of [NAME]?
How old is [NAME] in completed years?
What is [NAME]'s current marital status?
What is the highest level of formal education that [NAME] attended?
What grade did [NAME] attain?
Can [NAME] read and write in any language?
What was [NAME]'s main economic activity in the last 12 months?
In this main activity, was [NAME] a(n)… (enumerator reads all the responses below)
Have you confirmed and finalized the list of the household members?
Who is the respondent for the interview?
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ubos-microdata-70-189:5-2-0-household-members:2
UGA
Uganda
5.2.0 Household Members.
2,019
null
null
null
null
null
null
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
NAME
SURNAME
1=Male 2=Female
1= Head 2= Spouse 3= Son/Daughter/Step Child 4= Parent 5= Other Relative 6= Non-Relative
1=Usual Member 2=Regular Member 3=Guest → go to next member
null
1= Married 2= Divorced/ Separated 3= Widowed 4= Never been married
(See codes below)
(See codes beow)
1=Yes 2=No
(See codes beow)
1=Own Account Worker (independent) 2=Employer 3=Salaried Worker 4=Task Worker 5=Unpaid Family Member 6=Trainee/Volunteer/Intern 8=Member of Cooperative 9=Other (Specify)
1=Yes, confirmed and finalised 2=No, revisions are necessary
PID
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null
ubos-microdata-70-189:5-3-0-crop-production:0
UGA
Uganda
5.3.0 Crop Production
2,019
null
null
null
null
null
null
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
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null
data are pre-loaded from FORM 4 of the same season
null
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null
null
single response
text
single response
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, integer
single response
single response
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, integer
single response
text
single response
text
multi response
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
numeric, wt decimals
single response
text
multiple response, linked with HH roster
null
multiple response, linked with HH roster
null
numeric, wt decimals
single response
text
numeric, integer
numeric, integer
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null
ubos-microdata-70-189:5-3-0-crop-production:1
UGA
Uganda
5.3.0 Crop Production
2,019
null
null
null
null
null
null
null
null
null
2,019
2,019
2019
Uganda Bureau of Statistics (UBOS)
Post Harvest Season 2 Questionnaire
Post Harvest Season 2 Questionnaire
uga-ubos-aas-2019-v01-189
ubos-microdata-70-189
https://microdata.ubos.org:7070/index.php/catalog/70/download/189
other-open
2026-07-21T21:37:51Z
null
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IF PL05 = 999
null
HARVEST OF [CROP NAME]
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null
SECOND HARVEST STATE OF [CROP NAME]
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DISPOSITION STATE 1
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DISPOSITION STATE 1
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DISPOSITION STATE 2
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DISPOSITION STATE 2
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EXPECTED HARVEST
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End of preview. Expand in Data Studio

Post Harvest Season 2 Questionnaire | Africa (Uganda official open data)

288 rows - 1 Africa country - 2019 - Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset packages one official XLSX resource from Uganda as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

Geographic coverage

1 Africa country:

Country Rows First year Last year Name
UGA 288 2019 2019 Uganda

Indicators or Resource Contents

  • This source file is packaged as a normalized tabular resource.

Schema

Column Type Description Example
source_record_id string Stable row identifier for tabular resources. ubos-microdata-70-189:5-1-0-cover-page:0
country_iso3 string ISO3 country code. UGA
country_name string Country name. Uganda
source_sheet string Workbook sheet name, when the source is a spreadsheet. 5.1.0 Cover Page
year Int64 Observation year. 2019
qn_11a string Source column. (Qn 11A)
date_of_start_of_interview string Source column. Time start of Interview
d string Source column. H
d_2 string Source column. H
m string Source column. M
m_2 string Source column. M
y_2 string Source column. ``
y_3 string Source column. ``
y_4 string Source column. ``
source_period_start_year Int64 First year inferred from source resource metadata. 2019
source_period_end_year Int64 Last year inferred from source resource metadata. 2019
source_period_label string Human-readable period inferred from source resource metadata. 2019
source_provider string Publishing organization. Uganda Bureau of Statistics (UBOS)
source_dataset string Source package title. Post Harvest Season 2 Questionnaire
source_resource string Source resource title. Post Harvest Season 2 Questionnaire
source_package_id string CKAN package UUID. uga-ubos-aas-2019-v01-189
source_resource_id string CKAN resource UUID. ubos-microdata-70-189
source_url string Original source resource URL. https://microdata.ubos.org:7070/index.php/catalog/70/download/189
license_id string Source license identifier. other-open
retrieved_at string UTC retrieval timestamp. 2026-07-21T21:37:51Z
h01 string Source column. ``
h02 string Source column. ``
h03 string Source column. ``
h04 string Source column. ``
h05 string Source column. ``
h06 string Source column. ``
h07 string Source column. ``
h08 string Source column. ``
h09 string Source column. ``
h10 string Source column. ``
h11 string Source column. ``
h12 string Source column. ``
h13 string Source column. ``
h14 string Source column. ``
h15 string Source column. ``
pa01 string Source column. ``
pa02 string Source column. ``
pa03 string Source column. ``
pl01 string Source column. ``
pl02 string Source column. ``
pl03 string Source column. ``
pl04 string Source column. ``
pl05 string Source column. ``
c01 string Source column. ``
c02 string Source column. ``
c03 string Source column. ``
c04 string Source column. ``
c05 string Source column. ``
c06 string Source column. ``
c07 string Source column. ``
c08 string Source column. ``
c09 string Source column. ``
c10 string Source column. ``
c11 string Source column. ``
c12 string Source column. ``
c13 string Source column. ``
c14 string Source column. ``
c15 string Source column. ``
c16 string Source column. ``
c17 string Source column. ``
c18 string Source column. ``
c19 string Source column. ``
c20 string Source column. ``
c21 string Source column. ``
c22 string Source column. ``
c23 string Source column. ``
c24 string Source column. ``
c25 string Source column. ``
c26 string Source column. ``
c27 string Source column. ``
c28 string Source column. ``
c29 string Source column. ``
c30 string Source column. ``
c31 string Source column. ``
c32 string Source column. ``
c33 string Source column. ``
c34 string Source column. ``
c35 string Source column. ``
c36 string Source column. ``
c37 string Source column. ``
c38 string Source column. ``
c39 string Source column. ``
c40 string Source column. ``
c41 string Source column. ``
c42 string Source column. ``
c43 string Source column. ``
c44 string Source column. ``
c45 string Source column. ``
c46 string Source column. ``
c47 string Source column. ``
c48 string Source column. ``
c49 string Source column. ``
c50 string Source column. ``
c51 string Source column. ``
c52 string Source column. ``
c53 string Source column. ``
c54 string Source column. ``
c55 string Source column. ``
c56 string Source column. ``
c57 string Source column. ``
c58 string Source column. ``
c59 string Source column. ``
c60 string Source column. ``
c61 string Source column. ``
c62 string Source column. ``
c63 string Source column. ``
c64 string Source column. ``
c65 string Source column. ``
c66 string Source column. ``
c67 string Source column. ``
c68 string Source column. ``
c69 string Source column. ``
c70 string Source column. ``
c71 string Source column. ``
c72 string Source column. ``
c73 string Source column. ``
c74 string Source column. ``
c75 string Source column. ``
column_84 string Source column. ``
c76 string Source column. ``
column_86 string Source column. ``
c77 string Source column. ``
c78 string Source column. ``
c79 string Source column. ``
c80 string Source column. ``
c81 string Source column. ``
c81_2 string Source column. ``
c82 string Source column. ``
did_you_your_household_use_any_organic_fertilizer_on_thi string Source column. ``
how_much_organic_fertilizer_did_you_apply_to_this_plot_n string Source column. ``
how_did_you_obtain_the_organic_fertilizer_used_on_this_p string Source column. ``
what_was_the_cost_in_shs_of_one_organic_fertilizer_unit string Source column. ``
did_you_use_any_inorganic_fertilizer_on_this_plot_name_d string Source column. ``
how_much_inorganic_fertilizer_did_you_apply_to_this_plot string Source column. ``
what_is_the_unit_of_measure_for_the_inorganic_fertiliser string Source column. ``
how_did_you_obtain_the_inorganic_fertilizer_used_on_this string Source column. ``
what_was_the_unit_cost_of_inorganic_fertilizer_type_purc string Source column. ``
did_you_use_any_of_these_pesticides_on_this_plot_name_du string Source column. ``
how_much_pesticide_type_did_you_apply_to_this_plot_name string Source column. ``
unit_of_measurement_of_pesticide_type_applied string Source column. ``
how_did_you_obtain_the_pesticide_type_that_was_used string Source column. ``
how_much_of_the_pesticide_type_applied_to_this_plot_name string Source column. ``
unit_of_measurement_of_pesticide_type_purchased string Source column. ``
what_was_the_unit_cost_of_pesticide_type_purchased_for_t string Source column. ``
activity_code float64 Source column. ``
activity_name string Source column. ``
during_the_last_agricultural_season_between_august_2019 string Source column. ``
during_the_last_agricultural_season_did_you_hire_any_wor string Source column. ``
what_was_the_amount_of_in_kind_payments_paid_to_hired_la string Source column. ``
q08 string Source column. ``
if_q07_0 string Source column. ``
what_was_the_average_number_of_days_worked_by_the_male_h string Source column. ``
numeric_integer string Source column. ``
livestock_type_code float64 Source column. ``
livestock_type_name string Source column. ``
did_you_raise_keep_any_of_the_following_animals_in_the_l string Source column. ``
out_of_these_livestock_type_kept_raised_how_many_livesto string Source column. ``
do_you_or_any_member_of_your_household_own_any_livestock string Source column. ``
how_many_livestock_type_did_you_keep_exactly_12_months_a string Source column. ``
during_the_last_12_months_how_many_livestock_type_were_b string Source column. ``
during_the_last_12_months_how_many_livestock_type_were_r string Source column. ``
during_the_last_12_months_how_many_livestock_type_did_yo string Source column. ``
during_the_last_12_months_how_many_livestock_type_were_g string Source column. ``
during_the_last_12_months_how_many_livestock_type_died_f string Source column. ``
did_the_household_sell_any_livestock_type_during_the_las string Source column. ``
what_was_the_price_in_shs_of_the_last_livestock_type_you string Source column. ``
among_household_members_who_decided_how_to_use_the_earni string Source column. ``
column_21 string Source column. ``
column_22 string Source column. ``
during_the_12_months_did_the_household_slaughter_any_liv string Source column. ``
how_many_livestock_type_did_you_slaughter_during_the_las string Source column. ``
who_over_the_last_12_months_primarily_took_decisions_on string Source column. ``
column_26 string Source column. ``
column_27 string Source column. ``
what_is_the_main_purpose_of_keeping_raising_livestock_ty string Source column. ``
out_of_these_livestock_type_kept_raised_how_many_livesto_2 string Source column. ``
how_many_livestock_type_did_you_keep_exactly_6_months_ag string Source column. ``
during_the_last_6_months_how_many_livestock_type_were_bo string Source column. ``
during_the_last_6_months_how_many_livestock_type_were_re string Source column. ``
during_the_last_6_months_how_many_livestock_type_did_you string Source column. ``
during_the_last_6_months_how_many_livestock_type_were_gi string Source column. ``
during_the_last_6_months_how_many_livestock_type_died_fo string Source column. ``
during_the_6_months_did_the_household_slaughter_any_live string Source column. ``
who_over_the_last_6_months_primarily_took_decisions_on_h string Source column. ``
out_of_these_livestock_type_kept_raised_how_many_are_fem string Source column. ``
how_many_livestock_type_did_you_keep_exactly_3_months_ag string Source column. ``
during_the_last_3_months_how_many_livestock_type_were_bo string Source column. ``
during_the_last_3_months_how_many_livestock_type_were_re string Source column. ``
during_the_last_3_months_how_many_livestock_type_did_you string Source column. ``
during_the_last_3_months_how_many_livestock_type_were_gi string Source column. ``
during_the_last_3_months_how_many_livestock_type_died_fo string Source column. ``
column_23 string Source column. ``
column_24 string Source column. ``
during_the_3_months_did_the_household_slaughter_any_live string Source column. ``
who_over_the_last_3_months_primarily_took_decisions_on_h string Source column. ``
column_28 string Source column. ``
column_29 string Source column. ``
livestock_group_code string Source column. ``
livestock_group_name string Source column. ``
in_the_past_12_months_has_this_household_practiced_any_c string Source column. ``
in_the_past_12_months_has_this_household_incurred_any_co string Source column. ``
in_the_past_12_months_how_much_has_the_household_paid_fo string Source column. ``
in_the_past_12_months_what_have_been_the_two_major_feedi string Source column. ``
in_the_past_12_months_has_this_household_ever_paid_to_fe string Source column. ``
in_the_past_12_months_what_have_been_the_main_two_source string Source column. ``
in_the_past_12_months_has_this_household_ever_paid_for_w string Source column. ``
how_much_has_this_household_paid_for_water_for_livestock string Source column. ``
in_the_past_12_months_has_this_household_vaccinated_any string Source column. ``
what_was_the_total_cost_of_vaccination_including_vaccine string Source column. ``
in_the_past_12_months_has_this_household_treated_livesto string Source column. ``
what_was_the_total_cost_of_anti_parasite_treatments_for string Source column. ``
in_the_past_12_months_have_livestock_group_received_any string Source column. ``
what_was_the_total_cost_of_treatments_for_livestock_grou string Source column. ``
in_the_past_12_months_has_any_member_of_your_household_u string Source column. ``
what_was_the_main_purpose_for_giving_antibiotics_to_live string Source column. ``
in_the_last12_months_how_often_did_you_give_antibiotics string Source column. ``
who_gave_you_advice_to_use_antibiotics_for_livestock_gro string Source column. ``
how_many_household_members_worked_to_keep_herd_milk_live string Source column. ``
how_many_hired_laborers_worked_to_keep_herd_milk_livesto string Source column. ``
how_much_did_you_pay_in_total_during_the_past_month_for string Source column. ``
in_the_past_6_months_has_this_household_practiced_any_co string Source column. ``
in_the_past_6_months_has_this_household_incurred_any_cos string Source column. ``
in_the_past_6_months_how_much_has_the_household_paid_for string Source column. ``
in_the_past_6_months_what_have_been_the_two_major_feedin string Source column. ``
in_the_past_6_months_has_this_household_ever_paid_to_fee string Source column. ``
in_the_past_6_months_what_have_been_the_main_two_sources string Source column. ``
in_the_past_6_months_has_this_household_ever_paid_for_wa string Source column. ``
in_the_past_6_months_has_this_household_vaccinated_any_l string Source column. ``
in_the_past_6_months_has_this_household_treated_livestoc string Source column. ``
in_the_past_6_months_have_livestock_group_received_any_c string Source column. ``
in_the_past_6_months_has_any_member_of_your_household_us string Source column. ``
in_the_last6_months_how_often_did_you_give_antibiotics_t string Source column. ``
in_the_past_3_months_has_this_household_practiced_any_co string Source column. ``
in_the_past_3_months_has_this_household_incurred_any_cos string Source column. ``
in_the_past_3_months_how_much_has_the_household_paid_for string Source column. ``
in_the_past_3_months_what_have_been_the_two_major_feedin string Source column. ``
in_the_past_3_months_has_this_household_ever_paid_to_fee string Source column. ``
in_the_past_3_months_what_have_been_the_main_two_sources string Source column. ``
in_the_past_3_months_has_this_household_ever_paid_for_wa string Source column. ``
in_the_past_3_months_has_this_household_vaccinated_any_l string Source column. ``
in_the_past_3_months_has_this_household_treated_livestoc string Source column. ``
in_the_past_3_months_have_livestock_group_received_any_c string Source column. ``
in_the_past_3_months_has_any_member_of_your_household_us string Source column. ``
in_the_last3_months_how_often_did_you_give_antibiotics_t string Source column. ``
what_was_the_live_weight_on_average_of_the_livestock_gro string Source column. ``
during_the_last_12_months_did_the_household_sell_meat_fr string Source column. ``
who_controls_the_revenue_from_livestock_group_meat_sold string Source column. ``
column_8 string Source column. ``
in_the_past_12_months_where_was_most_of_the_meat_from_li string Source column. ``
has_the_household_experienced_constraints_in_the_commerc string Source column. ``
what_was_the_most_important_constraint_concerning_the_co string Source column. ``
in_the_past_6_months_where_was_most_of_the_meat_from_liv string Source column. ``
during_the_last_3_months_did_the_household_sell_meat_fro string Source column. ``
in_the_past_3_months_where_was_most_of_the_meat_from_liv string Source column. ``
did_you_milk_any_livestock_group_in_the_last_12_months string Source column. ``
how_many_livestock_group_were_milked_in_the_past_12_mont string Source column. ``
for_how_many_months_on_average_were_the_livestock_group string Source column. ``
during_these_number_of_months_in_which_the_livestock_gro string Source column. ``
in_general_do_you_allow_the_calves_to_suckle_directly_fr string Source column. ``
out_of_the_total_milk_produced_daily_from_livestock_grou string Source column. ``
out_of_the_total_milk_produced_daily_on_average_from_liv string Source column. ``
what_is_the_price_of_one_liter_of_milk_you_produced_from string Source column. ``
how_much_did_you_earn_from_selling_livestock_group_milk string Source column. ``
out_of_the_total_milk_produced_daily_on_average_from_liv_2 string Source column. ``
how_much_did_you_earn_from_selling_livestock_group_milk_2 string Source column. ``
where_is_most_of_the_milk_and_milk_products_from_livesto string Source column. ``
who_mostly_buys_the_milk_and_milk_products_from_livestoc string Source column. ``
who_among_household_members_controls_the_revenue_obtaine string Source column. ``
column_19 string Source column. ``
did_you_milk_any_livestock_group_in_the_last_6_months string Source column. ``
how_many_livestock_group_were_milked_in_the_past_6_month string Source column. ``
how_many_livestock_group_laid_eggs_in_the_last_3_months string Source column. ``
how_many_livestock_group_eggs_did_your_household_produce string Source column. ``
how_many_eggs_in_total_did_you_sell_in_the_last_three_mo string Source column. ``
where_were_most_of_the_eggs_sold_in_the_last_three_month string Source column. ``
to_whom_did_the_household_mainly_sell_the_eggs_in_the_la string Source column. ``
how_much_has_the_household_earned_by_selling_eggs_in_the string Source column. ``
who_in_the_household_controls_the_revenue_earned_from_se string Source column. ``
product_code float64 Source column. ``
product_name string Source column. ``
did_your_household_produce_any_product_during_the_last_1 string Source column. ``
during_these_number_of_months_what_was_the_average_quant string Source column. ``
what_was_the_unit_of_the_quantity_for_product_name_produ string Source column. ``
during_these_months_what_was_the_quantity_of_product_nam string Source column. ``
what_was_the_unit_of_the_quantity_for_product_name_for_h string Source column. ``
did_the_household_sell_any_product_name_that_it_produced string Source column. ``
how_much_of_the_total_product_name_produced_did_your_hou string Source column. ``
what_was_the_unit_of_quantity_for_the_sales_of_product_n string Source column. ``
what_was_the_total_value_in_shs_earned_from_the_sale_of string Source column. ``
who_in_your_household_kept_decided_what_to_do_with_the_e string Source column. ``
column_18 string Source column. ``
did_you_incur_any_expenses_such_as_labor_costs_additiona string Source column. ``
what_was_the_total_value_in_shs_of_these_additional_expe string Source column. ``
information_type_code float64 Source column. ``
information_type string Source column. ``
between_january_2019_and_december_2019_did_you_or_the_ho string Source column. ``
what_was_the_main_source_you_your_household_used_for_rec string Source column. ``
facility_code float64 Source column. ``
facility string Source column. ``
between_january_2019_and_december_2019_did_you_or_your_h string Source column. ``
what_is_the_distance_in_kilometers_to_the_nearest_facili string Source column. ``
transport_type string Source column. ``
did_you_or_your_household_use_any_of_the_following_means string Source column. ``
how_did_you_or_your_household_mainly_access_transport_ty string Source column. ``
single_response string Source column. ``
multiresponse string Source column. ``
code_loan_source float64 Source column. ``
loan_source string Source column. ``
please_list_all_the_sources_that_provided_a_loan_for_agr string Source column. ``
what_were_the_three_main_purposes_of_the_loan_from_loan string Source column. ``
column_6 string Source column. ``
column_7 string Source column. ``
what_was_the_duration_of_the_loan_received_from_loan_sou string Source column. ``
what_was_the_loan_amount_received_from_loan_source_betwe string Source column. ``
who_among_the_household_members_received_the_loan_from_l string Source column. ``
column_11 string Source column. ``
column_12 string Source column. ``
how_much_of_the_loan_taken_from_loan_source_has_been_rep string Source column. ``
did_the_household_need_to_provide_collateral_security_fo string Source column. ``
between_january_2019_and_december_2019_did_the_household string Source column. ``
who_provided_the_transfers_tick_all_that_applies string Source column. ``
d_01 float64 Source column. ``
rent_of_buildings_for_farm_use string Source column. ``
column string Source column. ``
column_2 string Source column. ``
shock string Source column. ``
did_the_household_experience_any_of_the_following_shocks string Source column. ``
what_was_the_extent_of_damage_of_shock_on_crop_or_livest string Source column. ``
what_was_the_main_response_of_the_household_to_shock string Source column. ``
between_january_2019_and_december_2019_were_there_any_mo string Source column. ``
what_were_the_main_reason_for_the_food_shortage string Source column. ``
column_9 string Source column. ``
column_10 string Source column. ``
has_the_household_changed_eating_patterns_as_an_immediat string Source column. ``
who_in_the_household_has_changed_the_eating_patterns string Source column. ``
has_the_household_skipped_meals_as_an_immediate_response string Source column. ``
who_in_the_household_skipped_meals string Source column. ``
has_the_household_eaten_less_preferred_meals_as_an_immed string Source column. ``
who_in_the_household_ate_less_preferred_meals string Source column. ``
has_the_household_reduced_meal_size_as_immediate_respons string Source column. ``
who_in_the_household_has_reduced_meal_size string Source column. ``
is_the_household_likely_to_experience_food_shortage_in_t string Source column. ``
q01 string Source column. ``
q02 string Source column. ``
q03 string Source column. ``
q04 string Source column. ``
q05 string Source column. ``
q06 string Source column. ``
q07 string Source column. ``
q09 string Source column. ``
q10 string Source column. ``
q11 string Source column. ``
source_id float64 Source column. ``
source string Source column. ``
how_was_the_advice_information_from_source_acquired_sele string Source column. ``
which_household_members_received_advice_information_from string Source column. ``
column_5 string Source column. ``
did_the_source_provide_advice_information_on_the_followi string Source column. ``
between_january_2019_and_december_2019_has_any_household string Source column. ``
between_january_2019_and_december_2019_did_anyone_in_the string Source column. ``
which_services_was_source_paid_for string Source column. ``
between_january_2019_and_december_2019_how_much_in_total string Source column. ``
how_would_you_rate_the_advice_received_from_source string Source column. ``
i1 string Source column. ``
i2 string Source column. ``
i2b string Source column. ``
i3 string Source column. ``
i4 string Source column. ``
d_1_cereals string Source column. ``
wheat string Source column. ``
d_111 float64 Source column. ``
d_5_leguminous_crops string Source column. ``
beans string Source column. ``
d_711 float64 Source column. ``
d_5 float64 Source column. ``
sack_120_kgs string Source column. ``
d_9 float64 Source column. ``
d_33 float64 Source column. ``
packet_unspecified string Source column. ``
d_54 float64 Source column. ``
code string Source column. ``
name string Source column. ``
description string Source column. ``
code_2 float64 Source column. ``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-uganda-post-harvest-season-2-questionnaire-e6384ae1")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "UGA"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_uganda_post_harvest_season_2_questionnaire_e6384ae1_2019,
  title        = {Post Harvest Season 2 Questionnaire | Africa (Uganda official open data)},
  author       = {Uganda Bureau of Statistics (UBOS)},
  year         = {2019},
  url          = {https://microdata.ubos.org:7070/index.php/catalog/70/related-materials},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-uganda-post-harvest-season-2-questionnaire-e6384ae1}}
}

License

Released under Other open license.

Original data (c) Uganda Bureau of Statistics (UBOS). When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica


Provenance: ingested 2026-07-21 via the Electric Sheep pipeline. Source URL: https://microdata.ubos.org:7070/index.php/catalog/70/download/189

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