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electricsheepafrica/africa-djibouti-covid-19-high-frequency-indicators-12d67943

COVID-19 High-Frequency indicators | Africa (Djibouti official open data) 332 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa TL;DR This dataset packages one official XLSX resource from Djibouti 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 Source: COVID-19 High-Frequency indicators… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-covid-19-high-frequency-indicators-12d67943.

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Dataset Card

COVID-19 High-Frequency indicators | Africa (Djibouti official open data)

332 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset packages one official XLSX resource from Djibouti 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:

CountryRowsFirst yearLast yearName
DJI332n/an/aDjibouti

Indicators or Resource Contents

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

Schema

ColumnTypeDescriptionExample
source_record_idstringStable row identifier for tabular resources.1f7fc336-a54e-40db-b89c-66b1a3e3cb40:1-summary:0
country_iso3categoryISO3 country code.DJI
country_namecategoryCountry name.Djibouti
source_sheetstringWorkbook sheet name, when the source is a spreadsheet.1-Summary
regionstringSource column.EAP
number_of_countriesfloat64Source column.5.0
list_of_codestringSource column.IDN KHM MMR MNG VNM
source_period_start_yearInt64First year inferred from source resource metadata.``
source_period_end_yearInt64Last year inferred from source resource metadata.``
source_period_labelstringHuman-readable period inferred from source resource metadata.``
source_providercategoryPublishing organization.World Bank Group
source_datasetcategorySource package title.COVID-19 High-Frequency indicators
source_resourcecategorySource resource title.COVID19HighFrequencyMonitoringDashboardDataDictionary.xlsx
source_package_idcategoryCKAN package UUID.0d94e0ba-2fe1-403f-a25a-9efb03b50594
source_resource_idcategoryCKAN resource UUID.1f7fc336-a54e-40db-b89c-66b1a3e3cb40
source_urlcategoryOriginal source resource URL.https://data.humdata.org/dataset/0d94e0ba-2fe1-403f-a25a-9efb03b50594/re
license_idcategorySource license identifier.cc-by
retrieved_atcategoryUTC retrieval timestamp.2026-08-16T10:32:57Z
idfloat64Source column.``
reviewerstringSource column.``
languagestringSource column.``
survey_type_firm_hhstringSource column.``
file_namestringSource column.``
titlestringSource column.``
countrystringSource column.``
codestringSource column.``
indicator_for_whether_or_not_the_survey_states_the_interstringSource column.``
gender_of_respondent_male_1_female_0_unknownstringSource column.``
relation_to_head_of_hh_numeric_1_head_2_spouse_3_childrestringSource column.``
age_of_respondentstringSource column.``
minimum_age_of_eligiblity_to_speak_to_interviewer_i_e_15stringSource column.``
d_1_married_2_never_married_3_living_together_4_divorcedstringSource column.``
respondent_education_level_in_4_categories_1_no_educatiostringSource column.``
of_hh_members_w_disabilitiesstringSource column.``
total_of_residents_regular_members_in_hh_definition_of_rstringSource column.``
of_hh_members_less_than_15_years_oldstringSource column.``
of_hh_members_over_65stringSource column.``
indicator_of_hh_urban_rural_sector_1_urban_0_non_urban_rstringSource column.``
in_what_state_are_you_currentlystringSource column.``
does_your_household_have_access_to_internet_at_your_homestringSource column.``
in_the_last_week_what_was_the_the_main_source_of_drinkinstringSource column.``
in_the_last_week_what_kind_of_toilet_facility_did_memberstringSource column.``
have_you_heard_about_the_coronavirus_pandemic_yes_1_no_0stringSource column.``
is_the_respondent_able_to_list_three_symptoms_on_the_whostringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_2stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_3stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_4stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_5stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_6stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_7stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_8stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_9stringSource column.``
are_you_aware_of_the_following_government_local_authoritstringSource column.``
are_you_aware_of_the_following_government_local_authorit_2stringSource column.``
are_you_aware_of_the_following_government_local_authorit_3stringSource column.``
are_you_aware_of_the_following_government_local_authorit_4stringSource column.``
are_you_aware_of_the_following_government_local_authorit_5stringSource column.``
are_you_aware_of_the_following_government_local_authorit_6stringSource column.``
does_the_respondent_know_preventive_measures_for_covid_1_10stringSource column.``
are_you_satisfied_with_governments_response_to_covid_19stringSource column.``
have_you_adopted_more_frequent_handwashing_in_the_last_wstringSource column.``
do_you_avoid_handshakes_physical_greetings_yes_1_no_0_drstringSource column.``
do_you_avoid_gatherings_of_more_than_10_people_yes_1_nostringSource column.``
have_you_adopted_wearing_masks_in_public_yes_1_no_0_drafstringSource column.``
have_you_adopted_social_distancing_self_isolation_yes_1stringSource column.``
were_you_able_to_access_medicine_in_the_past_7_days_whenstringSource column.``
were_you_able_to_access_staple_food_item_in_the_past_7_dstringSource column.``
were_you_able_to_access_staple_food_item_in_the_past_7_d_2stringSource column.``
were_you_able_to_access_staple_food_item_in_the_past_7_d_3stringSource column.``
has_the_hh_had_sufficient_water_to_drink_in_the_last_weestringSource column.``
has_the_hh_had_sufficient_access_to_water_to_use_to_washstringSource column.``
has_the_hh_had_sufficient_soap_to_wash_hands_with_in_thestringSource column.``
has_the_hh_needed_medical_treatment_since_covid_19_outbrstringSource column.``
has_the_hh_been_able_to_access_medical_services_in_the_pstringSource column.``
have_children_in_the_hh_attended_school_primary_secondarstringSource column.``
have_children_in_the_hh_engaged_in_any_learning_edu_servstringSource column.``
has_the_hh_been_able_to_access_a_financial_institution_astringSource column.``
has_the_hh_experienced_difficulties_accessing_public_trastringSource column.``
did_your_household_move_after_covid_lockdown_date_e_g_mastringSource column.``
on_what_date_did_your_household_move_in_ymd_format_e_g_2stringSource column.``
ownership_of_current_housing_yes_1_no_2_does_your_househstringSource column.``
number_of_rooms_in_the_dwelling_not_including_use_for_bustringSource column.``
has_the_hh_run_out_of_food_because_of_lack_of_money_or_rstringSource column.``
are_there_hungry_adults_in_the_hh_who_could_not_eat_becastringSource column.``
are_there_hungry_adults_in_the_hh_who_went_w_o_eating_fostringSource column.``
during_the_last_30_days_was_there_a_time_when_you_or_anystringSource column.``
during_the_last_30_days_was_there_a_time_when_you_or_any_2stringSource column.``
during_the_last_30_days_was_there_a_time_when_you_or_any_3stringSource column.``
during_the_last_30_days_was_there_a_time_when_you_or_any_4stringSource column.``
during_the_last_30_days_was_there_a_time_when_you_or_any_5stringSource column.``
was_the_respondent_employed_at_the_time_the_survey_was_cstringSource column.``
was_the_respondent_working_before_the_pandemic_yes_1_nostringSource column.``
has_the_respondent_stopped_working_since_covid_19_1_yesstringSource column.``
what_is_the_main_reason_the_respondent_is_unemployed_whystringSource column.``
what_is_the_main_reason_the_respondent_is_unemployed_catstringSource column.``
what_is_the_main_activity_of_the_business_or_organizatiostringSource column.``
has_the_respondent_changed_jobs_since_the_beginning_of_tstringSource column.``
why_did_you_change_jobs_do_not_read_options_business_govstringSource column.``
what_is_the_main_activity_of_the_business_or_organizatio_2stringSource column.``
what_is_the_type_of_your_current_employment_categories_1stringSource column.``
n_a_is_this_in_the_last_week_were_you_able_to_work_as_usstringSource column.``
has_your_income_changed_sincethe_pandemic_started_incomestringSource column.``
does_the_respondent_or_any_member_of_the_household_own_ostringSource column.``
do_you_or_a_member_of_your_household_own_a_business_hasstringSource column.``
is_the_respondent_or_anyone_in_the_household_engaging_instringSource column.``
since_outbreak_month_have_you_been_able_to_perform_the_nstringSource column.``
change_in_non_labor_income_since_the_outbreak_increasedstringSource column.``
since_date_outbreak_has_income_from_remittances_increasestringSource column.``
have_you_or_anyone_in_your_household_received_any_form_ostringSource column.``
have_you_received_assistance_financial_or_in_kind_food_dstringSource column.``
did_the_household_received_any_form_of_cash_or_in_kind_tstringSource column.``
if_assi_other_1_if_you_received_assistance_financial_orstringSource column.``
have_you_or_anyone_in_your_household_tried_to_obtain_somstringSource column.``
if_publicasst_attempt_1_why_were_you_unable_to_obtain_pustringSource column.``
have_you_or_anyone_in_your_household_reduced_your_consumstringSource column.``
have_you_or_anyone_in_your_household_used_money_saved_fostringSource column.``
have_you_or_anyone_in_your_household_sold_assets_such_asstringSource column.``
how_do_you_feel_about_the_possibility_that_you_or_someonstringSource column.``
do_you_feel_your_household_finances_are_threatened_due_tstringSource column.``
additional_notesstringSource column.``
unofloat64Source column.``
comparastringSource column.``
malefloat64Source column.``
relationfloat64Source column.``
agefloat64Source column.``
elig_agefloat64Source column.``
maritalfloat64Source column.``
educat4float64Source column.``
disabled_numberfloat64Source column.``
hhsizefloat64Source column.``
children_numberfloat64Source column.``
elderly_numberfloat64Source column.``
urbanfloat64Source column.``
subnatid1float64Source column.``
access_internetfloat64Source column.``
access_waterfloat64Source column.``
access_sanitationfloat64Source column.``
knowledge_covidfloat64Source column.``
knowledge_symptomsfloat64Source column.``
know_pr_handwashingfloat64Source column.``
know_pr_sanitizerfloat64Source column.``
know_pr_greetingsfloat64Source column.``
know_pr_masksfloat64Source column.``
know_pr_glovesfloat64Source column.``
know_pr_travelfloat64Source column.``
know_pr_homefloat64Source column.``
know_pr_gatheringfloat64Source column.``
know_pr_facefloat64Source column.``
know_go_homefloat64Source column.``
know_go_travelfloat64Source column.``
know_go_lockdownfloat64Source column.``
know_go_closuresfloat64Source column.``
know_go_foodfloat64Source column.``
know_go_knowledgefloat64Source column.``
know_pr_socdistfloat64Source column.``
pers_satisfactionfloat64Source column.``
behavior_handwashingfloat64Source column.``
behavior_greetingfloat64Source column.``
behavior_gatheringfloat64Source column.``
behavior_masksfloat64Source column.``
behavior_distancingfloat64Source column.``
access_medicinefloat64Source column.``
acce_fs_ricefloat64Source column.``
acce_fs_meatfloat64Source column.``
acce_fs_vegfloat64Source column.``
access_water_drinkfloat64Source column.``
access_water_washfloat64Source column.``
access_soapfloat64Source column.``
acce_he_needfloat64Source column.``
acce_he_servicesfloat64Source column.``
acce_ed_beforefloat64Source column.``
acce_ed_afterfloat64Source column.``
access_financialfloat64Source column.``
access_transportfloat64Source column.``
hh_movedfloat64Source column.``
hh_moved_datefloat64Source column.``
ownhousefloat64Source column.``
number_roomsfloat64Source column.``
acce_fsec_ranoutfloat64Source column.``
acce_fsec_hungryfloat64Source column.``
acce_fsec_dayfloat64Source column.``
acce_fsec_worryfloat64Source column.``
acce_fsec_unablefloat64Source column.``
acce_fsec_fewfloat64Source column.``
acce_fsec_skipfloat64Source column.``
acce_fsec_lessfloat64Source column.``
current_empfloat64Source column.``
prepan_empfloat64Source column.``
stop_workingfloat64Source column.``
unemployed_reasonfloat64Source column.``
prepan_emptypefloat64Source column.``
prepan_lsectorfloat64Source column.``
change_jobsfloat64Source column.``
change_reasonfloat64Source column.``
current_lsectorfloat64Source column.``
current_emptypefloat64Source column.``
work_usualfloat64Source column.``
income_changefloat64Source column.``
ownbusinessfloat64Source column.``
business_revenuefloat64Source column.``
agribusinessfloat64Source column.``
agribusiness_routinefloat64Source column.``
change_nonlaborfloat64Source column.``
assi_remittancesfloat64Source column.``
publicasstfloat64Source column.``
assi_otherfloat64Source column.``
recd_transferfloat64Source column.``
assi_othersourcefloat64Source column.``
publicasst_attemptfloat64Source column.``
publicasst_reasonfloat64Source column.``
cons_covidfloat64Source column.``
savingsfloat64Source column.``
sold_assetsfloat64Source column.``
concern_illfloat64Source column.``
concern_financesfloat64Source column.``
columnfloat64Source column.``
variable_namestringSource column.``
sourcestringSource column.``
modulestringSource column.``
statusstringSource column.``
typestringSource column.``
definitionstringSource column.``
universe_of_variable_when_modules_questions_are_availablstringSource column.``
observationsstringSource column.``
d_1float64Source column.``
demographicstringSource column.``
demo_malestringSource column.``
males_respondentsstringSource column.``

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-djibouti-covid-19-high-frequency-indicators-12d67943")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

python
sample_country = df[df["country_iso3"] == "DJI"]

Work with indicators

python
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

bibtex
@misc{electric_sheep_africa_africa_djibouti_covid_19_high_frequency_indicators_12d67943_2026,
  title        = {COVID-19 High-Frequency indicators | Africa (Djibouti official open data)},
  author       = {World Bank Group},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/covid-19-high-frequency-indicators},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-covid-19-high-frequency-indicators-12d67943}}
}

License

Released under CC BY 4.0.

Original data (c) World Bank Group. 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 2026-08-16 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/0d94e0ba-2fe1-403f-a25a-9efb03b50594/resource/1f7fc336-a54e-40db-b89c-66b1a3e3cb40/download/covid19highfrequencymonitoringdashboarddatadictionary.xlsx