electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-bbb2e63f

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

208 rows - 1 Africa country - 2024 - 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 80
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MLI	208	2024	2024	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.	01002432-89f2-4944-80f2-6568c38b517d:data-mai: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.	data_mai
year	Int64	Observation year.	2024
regions	string	Source column.	#adm1+name
cercles	string	Source column.	#adm2+name
communes	string	Source column.	#adm3+name
existence_pdi_mai	string	Source column.	``
menage	float64	Source column.	``
fille	float64	Source column.	``
garcon	float64	Source column.	``
mai_total_f_g	float64	Source column.	``
femme_adulte	float64	Source column.	``
homme_adulte	float64	Source column.	``
mai_total_fa_ha	float64	Source column.	``
femme_agee	float64	Source column.	``
homme_age	float64	Source column.	``
mai_total_f_age_h_age	float64	Source column.	``
femme	float64	Source column.	``
homme	float64	Source column.	``
total_general	float64	Source column.	``
source_period_start_year	Int64	First year inferred from source resource metadata.	2024
source_period_end_year	Int64	Last year inferred from source resource metadata.	2024
source_period_label	category	Human-readable period inferred from source resource metadata.	2024
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 80
source_package_id	category	CKAN package UUID.	ea41f7c7-2ebe-456b-b5eb-e3e0ac8d708b
source_resource_id	category	CKAN resource UUID.	01002432-89f2-4944-80f2-6568c38b517d
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
row_labels	string	Source column.	``
somme_de_menage	float64	Source column.	``
somme_de_total_general	float64	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-bbb2e63f")
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_bbb2e63f_2024,
  title        = {Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] | Africa (Mali official open data)},
  author       = {International Organization for Migration (IOM)},
  year         = {2024},
  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-bbb2e63f}}
}

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/01002432-89f2-4944-80f2-6568c38b517d/download/dtm_mali__baseline_assessment_mai_2024_round_80.xlsx