electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-c89f46b1

Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] | Africa (Mali official open data)

467 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Mali 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: Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM]
• Publisher: International Organization for Migration (IOM)
• Resource: DTM Mali Baseline Assessment Round 83
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MLI	467	2025	2025	Mali

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.	8f39ee3e-2fe2-49c6-9727-a589112b646c:pdis:0
country_iso3	category	ISO3 country code.	MLI
country_name	category	Country name.	Mali
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	PDIs
year	Int64	Observation year.	2025
regions	string	Source column.	Bamako
region_pcode	string	Source column.	ML20
cercles	string	Source column.	Bamako
cercle_pcode	string	Source column.	ML2001
communes	string	Source column.	Commune 1
menages	float64	Source column.	1.0
filles_18_ans	float64	Source column.	0.0
garcons_18_ans	float64	Source column.	1.0
total_enfants_18_ans	float64	Source column.	1.0
femmes_18_59_ans	float64	Source column.	1.0
hommes_18_59_ans	float64	Source column.	0.0
total_adultes_18_59_ans	float64	Source column.	1.0
femmes_59_ans	float64	Source column.	0.0
hommes_59_ans	float64	Source column.	0.0
total_personnes_agees_59_ans	float64	Source column.	0.0
total_femmes	float64	Source column.	1.0
total_hommes	float64	Source column.	1.0
grand_total	float64	Source column.	2.0
source_period_start_year	Int64	First year inferred from source resource metadata.	2025
source_period_end_year	Int64	Last year inferred from source resource metadata.	2025
source_period_label	category	Human-readable period inferred from source resource metadata.	2025
source_provider	category	Publishing organization.	International Organization for Migration (IOM)
source_dataset	category	Source package title.	Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM]
source_resource	category	Source resource title.	DTM Mali Baseline Assessment Round 83
source_package_id	category	CKAN package UUID.	ea41f7c7-2ebe-456b-b5eb-e3e0ac8d708b
source_resource_id	category	CKAN resource UUID.	8f39ee3e-2fe2-49c6-9727-a589112b646c
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/ea41f7c7-2ebe-456b-b5eb-e3e0ac8d708b/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-12T23:12:09Z
region	string	Source column.	``
commune	string	Source column.	``
menage	float64	Source column.	``
enfant_18_ans_filles	float64	Source column.	``
enfant_18_ans_garcons	float64	Source column.	``
enfant_18_ans_total	float64	Source column.	``
adulte_18_59_ans_femmes	float64	Source column.	``
adulte_18_59_ans_hommes	float64	Source column.	``
adulte_18_59_ans_total_adultes	float64	Source column.	``
personne_agee_59_ans_femmes	float64	Source column.	``
personne_agee_59_ans_hommes	float64	Source column.	``
personne_agee_59_ans_total	float64	Source column.	``
total_femme	float64	Source column.	``
total_homme	float64	Source column.	``
total_individus	float64	Source column.	``
cercle	string	Source column.	``
adultes_18_59_ans_femmes	float64	Source column.	``
adultes_18_59_ans_hommes	float64	Source column.	``
enfants_18_ans_filles	float64	Source column.	``
enfants_18_ans_garcons	float64	Source column.	``
personnes_agee_59_ans_femmes	float64	Source column.	``
personnes_agee_59_ans_hommes	float64	Source column.	``
total_personnes_agee_59_ans	float64	Source column.	``
total_general	float64	Source column.	``
column1	string	Source column.	``
column2	string	Source column.	``
column3	string	Source column.	``
column4	string	Source column.	``
column5	string	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-c89f46b1")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MLI"]

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_mali_mali_displacement_idps_returnees_baseline_assessment_iom_d_c89f46b1_2025,
  title        = {Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] | Africa (Mali official open data)},
  author       = {International Organization for Migration (IOM)},
  year         = {2025},
  url          = {https://data.humdata.org/dataset/mali-baseline-assessment-data-iom-dtm},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-c89f46b1}}
}

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

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Provenance: ingested 2026-08-13 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/ea41f7c7-2ebe-456b-b5eb-e3e0ac8d708b/resource/8f39ee3e-2fe2-49c6-9727-a589112b646c/download/dtm_mali_baseline_assessment_09_2025_round_83_vf.xlsx