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electricsheepafrica/africa-libya-libya-migration-data-migrants-baseline-assessment-iom-dtm-508304ec

Libya Migration Data - [Migrants] - Baseline Assessment [IOM DTM] | Africa (Libya official open data) 5,440 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa TL;DR This dataset packages one official XLSX resource from Libya 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: Libya Migration… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-libya-libya-migration-data-migrants-baseline-assessment-iom-dtm-508304ec.

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Libya Migration Data - [Migrants] - Baseline Assessment [IOM DTM] | Africa (Libya official open data)

5,440 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 Libya 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: [Libya Migration Data - [Migrants] - Baseline Assessment [IOM DTM]](https://data.humdata.org/dataset/libya-migration-data-migrants-baseline-assessment-iom-dtm)
  • —Publisher: International Organization for Migration (IOM)
  • —Resource: DTM Libya Migrants Baseline Assessment Round 28
  • —Format: XLSX
  • —License: CC BY 4.0
  • —Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

CountryRowsFirst yearLast yearName
LBY5,440n/an/aLibya

Indicators or Resource Contents

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

Schema

ColumnTypeDescriptionExample
source_record_idstringStable row identifier for tabular resources.0300ed5d-bbad-4c37-91c4-1208a916a5a7:summary:0
country_iso3categoryISO3 country code.LBY
country_namecategoryCountry name.Libya
source_sheetstringWorkbook sheet name, when the source is a spreadsheet.Summary
mantika_regionstringSource column.Al Jabal Al Akhdar
migrants_indfloat64Source column.10905.0
by_regionfloat64Source column.0.0166722470152779
column_4float64Source column.``
column_5float64Source column.``
column_6float64Source column.``
nationalitystringSource column.Niger
migrants_ind_2float64Source column.137544.0
migrantsfloat64Source column.0.210285882023786
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.International Organization for Migration (IOM)
source_datasetcategorySource package title.Libya Migration Data - [Migrants] - Baseline Assessment [IOM DTM]
source_resourcecategorySource resource title.DTM Libya Migrants Baseline Assessment Round 28
source_package_idcategoryCKAN package UUID.cacf12d4-22b1-438f-bcb4-78aa9078ab94
source_resource_idcategoryCKAN resource UUID.0300ed5d-bbad-4c37-91c4-1208a916a5a7
source_urlcategoryOriginal source resource URL.https://data.humdata.org/dataset/cacf12d4-22b1-438f-bcb4-78aa9078ab94/re
license_idcategorySource license identifier.cc-by
retrieved_atcategoryUTC retrieval timestamp.2026-08-17T13:13:43Z
monthstringSource column.``
week_of_interviewstringSource column.``
week_daystringSource column.``
admin0stringSource column.``
admin1_geodivisionstringSource column.``
admin2_regionstringSource column.``
admin3_baladiyastringSource column.``
admin4_muhallastringSource column.``
fmp_location_namestringSource column.``
baladiya_pcodestringSource column.``
muhalla_pcodestringSource column.``
location_typestringSource column.``
location_classificationstringSource column.``
longitude_locationfloat64Source column.``
latitdue_locationfloat64Source column.``
arrivals_yesterdayfloat64Source column.``
d_1st_nationality_of_arrivalsstringSource column.``
d_2nd_nationality_of_arrivalsstringSource column.``
d_3rd_nationality_of_arrivalsstringSource column.``
d_1st_counttry_of_planned_destination_for_arrivalsstringSource column.``
d_2nd_counttry_of_planned_destination_for_arrivalsstringSource column.``
d_3rd_counttry_of_planned_destination_for_arrivalsstringSource column.``
main_last_location_of_arrivalsstringSource column.``
main_transportation_type_for_arrivalsstringSource column.``
departures_yesterdayfloat64Source column.``
d_1st_nationality_of_departuresstringSource column.``
d_2nd_nationality_of_departuresstringSource column.``
d_3rd_nationality_of_departuresstringSource column.``
d_1st_counttry_of_planned_destination_for_departuresstringSource column.``
d_2nd_counttry_of_planned_destination_for_departuresstringSource column.``
d_3rd_counttry_of_planned_destination_for_departuresstringSource column.``
main_next_location_of_arrivalsstringSource column.``
main_transportation_type_for_departuresstringSource column.``
adm_1_geodivision_enstringSource column.``
adm_1_geodivision_arstringSource column.``
adm_2_mantika_region_enstringSource column.``
adm_2_mantika_region_arstringSource column.``
adm_3_baladiya_area_enstringSource column.``
adm_3_baladiya_area_arstringSource column.``
latfloat64Source column.``
longfloat64Source column.``
assessmentroundfloat64Source column.``
assessment_datestringSource column.``
migrants_arrrived_in_last_30_daysfloat64Source column.``
migrants_in_baladiya_0_6_monthsfloat64Source column.``
migrants_in_baladiya_6_12_mthsfloat64Source column.``
migrants_in_baladiya_12_monthsfloat64Source column.``
migrants_in_baladiya_stay_duration_unknownfloat64Source column.``
d_1_is_the_information_provided_identical_between_differstringSource column.``
d_2_is_the_information_provided_by_the_source_matching_ostringSource column.``
d_3_does_the_source_of_information_have_any_list_or_infostringSource column.``
d_4_did_you_notice_any_contradiction_between_the_data_prstringSource column.``
adm1_region_enstringSource column.``
adm2_mantika_enstringSource column.``
adm3_baladiya_enstringSource column.``
adm4_muhalla_enstringSource column.``
adm4_muhalla_arstringSource column.``
muhalla_typestringSource column.``
latitudefloat64Source column.``
longitudefloat64Source column.``
dateofinterviewstringSource column.``
migrants_in_muhallastringSource column.``
migrant_indfloat64Source column.``
rented_accomodation_self_paid_indfloat64Source column.``
rented_accomodation_paind_by_others_indfloat64Source column.``
rented_accomodation_paind_by_employer_indfloat64Source column.``
squatting_on_other_people_s_properties_indfloat64Source column.``
abondoned_buildings_indfloat64Source column.``
sheltered_in_their_workplace_indfloat64Source column.``
schools_or_other_public_buildings_indfloat64Source column.``
in_informal_camp_setting_indfloat64Source column.``
no_accomodation_indfloat64Source column.``
other_shelterfloat64Source column.``
migrants_arrived_last_monthfloat64Source column.``
migrants_arrived_between_1_to_6_months_agofloat64Source column.``
migrants_arrived_between_6_to_12_months_agofloat64Source column.``
migrants_arrived_over_12_months_agofloat64Source column.``
migrants_arrival_time_unknownfloat64Source column.``
migrants_with_residency_permitfloat64Source column.``
migrants_with_work_permitfloat64Source column.``
migrants_with_no_permitfloat64Source column.``
migrants_permit_status_unknownfloat64Source column.``
migrants_adult_menfloat64Source column.``
migrants_adult_womenfloat64Source column.``
migrants_childernfloat64Source column.``
priority_need_1stringSource column.``
priority_need_1_problemstringSource column.``
priority_need_2stringSource column.``
priority_need_2_problemstringSource column.``
priority_need_3stringSource column.``
priority_need_3_problemstringSource column.``
adm_4_muhalla_enstringSource column.``
adm_4_muhalla_arstringSource column.``
muhalla_p_codestringSource column.``
migrant_nationalitystringSource column.``
migrant_individualsfloat64Source column.``
region_of_origin_1stringSource column.``
region_of_origin_2stringSource column.``
municipality_baladiyastringSource column.``
number_of_fmpsfloat64Source column.``
migrants_present_indfloat64Source column.``
estimated_daily_migrant_arrivalsfloat64Source column.``
estimated_daily_migrant_departuresfloat64Source column.``
absolute_number_of_observed_arrivalsfloat64Source column.``
absolute_number_of_observed_departurefloat64Source column.``
main_nationalities_of_those_arrivingstringSource column.``
main_nationalities_of_those_departingstringSource column.``
main_location_from_where_migrants_arrived_fromstringSource column.``
main_intended_next_location_for_departuresstringSource column.``
main_countries_of_final_destination_for_departuresstringSource column.``

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-libya-libya-migration-data-migrants-baseline-assessment-iom-dtm-508304ec")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

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

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_libya_libya_migration_data_migrants_baseline_assessment_iom_dtm_508304ec_2026,
  title        = {Libya Migration Data - [Migrants] - Baseline Assessment [IOM DTM] | Africa (Libya official open data)},
  author       = {International Organization for Migration (IOM)},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/libya-migration-data-migrants-baseline-assessment-iom-dtm},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-libya-libya-migration-data-migrants-baseline-assessment-iom-dtm-508304ec}}
}

License

Released under CC BY 4.0.

Original data (c) International Organization for Migration (IOM). 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 2026-08-17 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/cacf12d4-22b1-438f-bcb4-78aa9078ab94/resource/0300ed5d-bbad-4c37-91c4-1208a916a5a7/download/dtm-libya-migrants-baseline-assessment-round-28.xlsx