Datasetpublic

electricsheepafrica/africa-mali-conflict-incidents-affecting-children-and-children-related-50fac6a4

Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Mali official open data) 4,381 rows - 1 Africa country - 2024-2026 - 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: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-conflict-incidents-affecting-children-and-children-related-50fac6a4.

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Dataset Card

Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Mali official open data)

4,381 rows - 1 Africa country - 2024-2026 - 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: Conflict Incidents Affecting Children and Children-Related Services Incident Data
—Publisher: Insecurity Insight
—Resource: 2016-2026 Children in Armed Conflict Incident Data.xlsx
—Format: XLSX
—License: CC BY-SA
—Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
`MLI`	4,381	2024	2026	`Mali`

Indicators or Resource Contents

—conflict-incidents-affecting-children-and-children-related-services-inci-2c4f0551 - Conflict Incidents Affecting Children and Children-Related Services Incident Data

Schema

Column	Type	Description	Example
`indicator_id`	`string`	Stable indicator identifier.	`conflict-incidents-affecting-children-and-children-related-services-inci`
`indicator_name`	`string`	Human-readable indicator name.	`Conflict Incidents Affecting Children and Children-Related Services Inci`
`country_iso3`	`string`	ISO3 country code.	`MLI`
`source_sheet`	`string`	Workbook sheet name, when the source is a spreadsheet.	`Sheet1`
`country_name`	`string`	Country name.	`Mali`
`year`	`Int64`	Observation year.	`2026`
`value`	`float64`	Numeric observation value.	`135029.0`
`unit`	`string`	Measurement unit, when available.	`source_units_unspecified`
`dimension_date`	`string`	Source dimension.	`2026-07-20 00:00:00`
`dimension_country`	`string`	Source dimension.	`OPT`
`dimension_country_iso`	`string`	Source dimension.	`PSE`
`dimension_admin_1`	`string`	Source dimension.	`Gaza Strip`
`dimension_geo_precision`	`string`	Source dimension.	`censored`
`dimension_reported_perpetrator`	`string`	Source dimension.	`Government: Military`
`dimension_name_of_the_party`	`string`	Source dimension.	`Israeli Defence Forces`
`dimension_incident_type`	`string`	Source dimension.	`Minor Killed or Maimed`
`dimension_date_event_entered`	`string`	Source dimension.	`2026-07-27 00:00:00`
`source_period_start_year`	`Int64`	First year inferred from source resource metadata.	`2016`
`source_period_end_year`	`Int64`	Last year inferred from source resource metadata.	`2026`
`source_period_label`	`category`	Human-readable period inferred from source resource metadata.	`2016-2026`
`source_provider`	`category`	Publishing organization.	`Insecurity Insight`
`source_dataset`	`category`	Source package title.	`Conflict Incidents Affecting Children and Children-Related Services Inci`
`source_resource`	`category`	Source resource title.	`2016-2026 Children in Armed Conflict Incident Data.xlsx`
`source_package_id`	`category`	CKAN package UUID.	`b50fd91e-5472-4952-b864-0f49d5828584`
`source_resource_id`	`category`	CKAN resource UUID.	`b99de60a-7b2b-4847-8104-66da2b5e8aa6`
`source_url`	`category`	Original source resource URL.	`https://data.humdata.org/dataset/b50fd91e-5472-4952-b864-0f49d5828584/re`
`license_id`	`category`	Source license identifier.	`cc-by-sa`
`retrieved_at`	`category`	UTC retrieval timestamp.	`2026-08-12T23:12:09Z`

Usage

python

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-conflict-incidents-affecting-children-and-children-related-50fac6a4")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

python

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

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_mali_conflict_incidents_affecting_children_and_children_related_50fac6a4_2026,
  title        = {Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Mali official open data)},
  author       = {Insecurity Insight},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/children-in-armed-conflict-data},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-conflict-incidents-affecting-children-and-children-related-50fac6a4}}
}

License

Released under CC BY-SA.

Original data (c) Insecurity Insight. 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 2026-08-13 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/b50fd91e-5472-4952-b864-0f49d5828584/resource/b99de60a-7b2b-4847-8104-66da2b5e8aa6/download/2016-2026-children-in-armed-conflict-incident-data.xlsx