electricsheepafrica/africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-5eede6b2

Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (Mauritania official open data)

4,810 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Mauritania 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: Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data
• Publisher: Insecurity Insight
• Resource: 2026 Aid Worker KIKA 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
MRT	4,810	2026	2026	Mauritania

Indicators or Resource Contents

• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-aid-workers-ki-276f29bd - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - aid workers killed
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-aid-workers-in-3ab0393f - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - aid workers injured
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-aid-workers-ki-1ca2cca7 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - aid workers kidnapped
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-aid-workers-ar-8d857543 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - aid workers arrested
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-aid-workers-ki-9fd2827b - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - aid workers killed in captivity
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-international-0f78a929 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - international aid workers killed
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-international-df455fca - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - international aid workers killed in captivity
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-national-aid-w-0d704441 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - national aid workers killed
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-national-aid-w-9f1a2a9e - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - national aid workers killed in captivity
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-female-aid-wor-bf5608b4 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - female aid workers killed
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-female-aid-wor-ff3b2cf5 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - female aid workers killed in captivity
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-male-aid-worke-760524d4 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - male aid workers killed
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-male-aid-worke-90f7d221 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - male aid workers killed in captivity
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-international-c064ebfe - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - international aid workers injured
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-national-aid-w-a53e3700 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - national aid workers injured
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-female-aid-wor-2e6eb8bb - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - female aid workers injured
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-male-aid-worke-2ef0d14a - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - male aid workers injured
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-international-aed333fa - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - international aid workers kidnapped
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-national-aid-w-84288fd8 - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - national aid workers kidnapped
• aid-worker-kika-killed-injured-kidnapped-or-arrested-data-female-aid-wor-c7d7f04d - Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - female aid workers kidnapped

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	aid-worker-kika-killed-injured-kidnapped-or-arrested-data-aid-workers-ki
indicator_name	string	Human-readable indicator name.	Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data - aid work
country_iso3	string	ISO3 country code.	MRT
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Sheet1
country_name	string	Country name.	Mauritania
year	Int64	Observation year.	2026
value	float64	Numeric observation value.	0.0
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_date	string	Source dimension.	2026-07-21 00:00:00
dimension_country	string	Source dimension.	Lebanon
dimension_country_iso	string	Source dimension.	LBN
dimension_admin_1	string	Source dimension.	Nabatieh Governorate
dimension_geo_precision	string	Source dimension.	censored
dimension_location_of_incident	string	Source dimension.	Project site
dimension_reported_perpetrator	string	Source dimension.	NSA
dimension_reported_perpetrator_name	string	Source dimension.	Unidentified armed actor
dimension_weapon_carried_used	string	Source dimension.	Mine
dimension_organisation_affected	string	Source dimension.	Red Cross (Nat Soc)
dimension_programme_focus	string	Source dimension.	Health
dimension_known_kidnapping_or_arrest_outcome	string	Source dimension.	``
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.	2026
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.	2026
source_provider	category	Publishing organization.	Insecurity Insight
source_dataset	category	Source package title.	Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data
source_resource	category	Source resource title.	2026 Aid Worker KIKA Incident Data.xlsx
source_package_id	category	CKAN package UUID.	c3c3d829-a51f-4844-b405-ef02f7746fb8
source_resource_id	category	CKAN resource UUID.	864df0fe-c604-4174-808b-650c66f81916
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/c3c3d829-a51f-4844-b405-ef02f7746fb8/re
license_id	category	Source license identifier.	cc-by-sa
retrieved_at	category	UTC retrieval timestamp.	2026-08-18T00:06:00Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-5eede6b2")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MRT"]

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_mauritania_aid_worker_kika_killed_injured_kidnapped_or_arrested_data_5eed_2026,
  title        = {Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (Mauritania official open data)},
  author       = {Insecurity Insight},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/sind-aid-worker-kka-dataset},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-5eede6b2}}
}

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

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Provenance: ingested 2026-08-18 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/c3c3d829-a51f-4844-b405-ef02f7746fb8/resource/864df0fe-c604-4174-808b-650c66f81916/download/2026-aid-worker-kika-incident-data.xlsx