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electricsheepafrica/africa-congo-protection-in-danger-data-3f3019fe

Protection in Danger Data | Africa (Congo official open data) 1,593 rows - 1 Africa country - 2020-2026 - Repackaged by Electric Sheep Africa TL;DR This dataset packages one official XLSX resource from Congo 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: Protection in Danger Data Publisher: Insecurity Insight… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-congo-protection-in-danger-data-3f3019fe.

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Dataset Card

Protection in Danger Data | Africa (Congo official open data)

1,593 rows - 1 Africa country - 2020-2026 - Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset packages one official XLSX resource from Congo 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

Geographic coverage

1 Africa country:

CountryRowsFirst yearLast yearName
COG1,59320202026Congo

Indicators or Resource Contents

  • —protection-in-danger-data-number-of-events-e1bf2bb3 - Protection in Danger Data - number of events
  • —protection-in-danger-data-number-of-incidents-involving-state-perpetrato-0aaaae43 - Protection in Danger Data - number of incidents involving state perpetrators
  • —protection-in-danger-data-number-of-incidents-involving-non-state-perpet-eb0a8071 - Protection in Danger Data - number of incidents involving non state perpetrators
  • —protection-in-danger-data-number-of-events-involving-shelling-airstrikes-947e120e - Protection in Danger Data - number of events involving shelling airstrikes
  • —protection-in-danger-data-number-of-events-involving-firearms-d8939d17 - Protection in Danger Data - number of events involving firearms
  • —protection-in-danger-data-number-of-events-involving-arson-e2e561c2 - Protection in Danger Data - number of events involving arson
  • —protection-in-danger-data-total-number-of-camp-infastructure-damaged-des-32295834 - Protection in Danger Data - total number of camp infastructure damaged destroyed
  • —protection-in-danger-data-total-number-of-camp-residents-killed-4b2423f1 - Protection in Danger Data - total number of camp residents killed
  • —protection-in-danger-data-total-number-of-service-providers-killed-98d03647 - Protection in Danger Data - total number of service providers killed

Schema

ColumnTypeDescriptionExample
indicator_idstringStable indicator identifier.protection-in-danger-data-number-of-events-e1bf2bb3
indicator_namestringHuman-readable indicator name.Protection in Danger Data - number of events
country_iso3stringISO3 country code.COG
source_sheetstringWorkbook sheet name, when the source is a spreadsheet.Sheet1
country_namestringCountry name.Congo
yearInt64Observation year.2026
valuefloat64Numeric observation value.1.0
unitstringMeasurement unit, when available.source_units_unspecified
dimension_countrystringSource dimension.Afghanistan
dimension_country_isostringSource dimension.AFG
source_period_start_yearInt64First year inferred from source resource metadata.2020
source_period_end_yearInt64Last year inferred from source resource metadata.2026
source_period_labelcategoryHuman-readable period inferred from source resource metadata.2020-2026
source_providercategoryPublishing organization.Insecurity Insight
source_datasetcategorySource package title.Protection in Danger Data
source_resourcecategorySource resource title.2020-2026 Protection in Danger Overview Data.xlsx
source_package_idcategoryCKAN package UUID.14b1ad1d-abcf-453d-970c-cb964084134e
source_resource_idcategoryCKAN resource UUID.6987130d-0da3-4d16-a896-91dd862e7a4d
source_urlcategoryOriginal source resource URL.https://data.humdata.org/dataset/14b1ad1d-abcf-453d-970c-cb964084134e/re
license_idcategorySource license identifier.cc-by-sa
retrieved_atcategoryUTC retrieval timestamp.2026-08-16T12:36:20Z

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-congo-protection-in-danger-data-3f3019fe")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

python
sample_country = df[df["country_iso3"] == "COG"]

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_congo_protection_in_danger_data_3f3019fe_2026,
  title        = {Protection in Danger Data | Africa (Congo official open data)},
  author       = {Insecurity Insight},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/sind-protection-in-danger-monthly-news-briefs-dataset},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-congo-protection-in-danger-data-3f3019fe}}
}

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 2026-08-16 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/14b1ad1d-abcf-453d-970c-cb964084134e/resource/6987130d-0da3-4d16-a896-91dd862e7a4d/download/2020-2026-protection-in-danger-overview-data.xlsx