Datasetpublic

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

Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (DRC 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 DRC 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-aid-worker-kika-killed-injured-kidnapped-or-arrested-data-5eede6b2.

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Dataset Card

Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (DRC 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 DRC 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
`COD`	4,810	2026	2026	`DRC`

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.	`COD`
`source_sheet`	`string`	Workbook sheet name, when the source is a spreadsheet.	`Sheet1`
`country_name`	`string`	Country name.	`DRC`
`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.	`2026-08-19T06:15:51Z`

Usage

python

from datasets import load_dataset

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

Filter to one country

python

sample_country = df[df["country_iso3"] == "COD"]

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_drc_aid_worker_kika_killed_injured_kidnapped_or_arrested_data_5eede6b2_2026,
  title        = {Aid Worker KIKA (Killed, Injured, Kidnapped or Arrested) Data | Africa (DRC 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-drc-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

Provenance: ingested 2026-08-19 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