electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-ccd7fe42

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

850 rows - 1 Africa country - 2020 - 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 67
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MLI	850	2020	2020	Mali

Indicators or Resource Contents

• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-total-no-of-82f04e1f - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - total no of idps hh
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-total-no-of-2ad1e504 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - total no of idps ind
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-num-ret-fro-fd8afdfb - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - num ret from abroad ind
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-num-ret-fro-bdd15db0 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - num ret from abroad hh
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-num-ret-idp-39746154 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - num ret idp hh
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-num-ret-idp-2e3aaf4a - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - num ret idp ind
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-total-no-of-652add83 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - total no of returnees hh
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-total-no-of-10af1bc2 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - total no of returnees ind
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-conflict-2d64e720 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - conflict
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-insecurity-110d8336 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - insecurity
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-natural-dis-07567893 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - natural disaster
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-political-r-de81e08e - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - political reasons
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-economic-re-d9bd7cd7 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - economic reasons
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-roundno-54bd5d69 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - roundno
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-returns-ddea2c62 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - returns
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-migration-f-1ed37f36 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - migration flows
• mali-displacement-idps-returnees-baseline-assessment-iom-dtm-other-reaso-2d2af356 - Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] - other reason

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	mali-displacement-idps-returnees-baseline-assessment-iom-dtm-total-no-of
indicator_name	string	Human-readable indicator name.	Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] -
country_iso3	string	ISO3 country code.	MLI
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Mali_Baseline_R67
country_name	string	Country name.	Mali
year	Int64	Observation year.	2020
value	float64	Numeric observation value.	8.0
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_snapshot_date	string	Source dimension.	2020-07-30 00:00:00
dimension_admin_0	string	Source dimension.	Mali
dimension_admin_0_pcode	string	Source dimension.	MLI
dimension_admin_1	string	Source dimension.	Kayes
dimension_admin_1_pcode	string	Source dimension.	MLI01
dimension_admin_2	string	Source dimension.	Kayes
dimension_admin_2_pcode	string	Source dimension.	MLI0103
dimension_admin_3	string	Source dimension.	Kayes Commune
dimension_admin_3_pcode	string	Source dimension.	MLI00100112
dimension_country_of_origin_of_idp	string	Source dimension.	Mali
dimension_admin_1_area_of_origin_of_idp	string	Source dimension.	Kayes
dimension_confidentiality	string	Source dimension.	No
dimension_type_of_displacement	string	Source dimension.	Conflict
dimension_main_displacement_start_date	string	Source dimension.	2012-03-01 00:00:00
dimension_methodology	string	Source dimension.	KI
dimension_admin_1_pcode_origin_majority_present_idp	string	Source dimension.	MLI01
source_period_start_year	Int64	First year inferred from source resource metadata.	2020
source_period_end_year	Int64	Last year inferred from source resource metadata.	2020
source_period_label	category	Human-readable period inferred from source resource metadata.	2020
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 67
source_package_id	category	CKAN package UUID.	ea41f7c7-2ebe-456b-b5eb-e3e0ac8d708b
source_resource_id	category	CKAN resource UUID.	747a6661-d1e8-4c88-b719-ed14e85ed301
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

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-mali-displacement-idps-returnees-baseline-assessment-iom-d-ccd7fe42")
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_ccd7fe42_2020,
  title        = {Mali Displacement - [IDPs, Returnees] - Baseline Assessment [IOM DTM] | Africa (Mali official open data)},
  author       = {International Organization for Migration (IOM)},
  year         = {2020},
  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-ccd7fe42}}
}

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/747a6661-d1e8-4c88-b719-ed14e85ed301/download/dtm-mali-baseline-assessment-round-67.xlsx