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electricsheepafrica/africa-niger-niger-ner-attacks-on-aid-operations-education-food-and-wat-5e76abb7

Niger (NER): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Niger official open data) 92 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa TL;DR This dataset packages one official XLSX resource from Niger 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:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-niger-niger-ner-attacks-on-aid-operations-education-food-and-wat-5e76abb7.

sourceHugging Facecc-by-sa-4.0updated 1mo agoView on Hugging Face
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Dataset Card

Niger (NER): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Niger official open data)

92 rows - 1 Africa country - 2025-2026 - Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset packages one official XLSX resource from Niger 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
NER9220252026Niger

Indicators or Resource Contents

  • —niger-ner-attacks-on-aid-operations-education-food-and-water-systems-and-5bac4370 - Niger (NER): Attacks on Aid Operations, Education, Food and Water Systems and Health Care

Schema

ColumnTypeDescriptionExample
indicator_idstringStable indicator identifier.niger-ner-attacks-on-aid-operations-education-food-and-water-systems-and
indicator_namestringHuman-readable indicator name.Niger (NER): Attacks on Aid Operations, Education, Food and Water System
country_iso3stringISO3 country code.NER
source_sheetstringWorkbook sheet name, when the source is a spreadsheet.Sheet1
country_namestringCountry name.Niger
yearInt64Observation year.2026
valuefloat64Numeric observation value.133978.0
unitstringMeasurement unit, when available.source_units_unspecified
dimension_datestringSource dimension.2026-06-09 00:00:00
dimension_countrystringSource dimension.Niger
dimension_country_isostringSource dimension.NER
dimension_admin_1stringSource dimension.Dosso Region
dimension_geo_precisionstringSource dimension.censored
dimension_reported_perpetratorstringSource dimension.NSA
dimension_reported_perpetrator_namestringSource dimension.Jama'at Nasr al-Islam wal Muslimin
dimension_weapon_carried_usedstringSource dimension.Firearms
dimension_food_system_impactstringSource dimension.People Carrying Out Food Activity
dimension_all_food_security_categoriesstringSource dimension.Attack On Persons Carrying Out Food Activity
dimension_date_event_enteredstringSource dimension.2026-06-23 00:00:00
source_period_start_yearInt64First year inferred from source resource metadata.2024
source_period_end_yearInt64Last year inferred from source resource metadata.2026
source_period_labelcategoryHuman-readable period inferred from source resource metadata.2024-2026
source_providercategoryPublishing organization.Insecurity Insight
source_datasetcategorySource package title.Niger (NER): Attacks on Aid Operations, Education, Food and Water System
source_resourcecategorySource resource title.2024-2026 NER Conflict-Related Incidents Affecting Food Systems Incident
source_package_idcategoryCKAN package UUID.50a644b7-49d4-4841-af87-7aa42a12acd0
source_resource_idcategoryCKAN resource UUID.14f7b794-8b9f-4f3d-b7fd-efe6c59c6809
source_urlcategoryOriginal source resource URL.https://data.humdata.org/dataset/50a644b7-49d4-4841-af87-7aa42a12acd0/re
license_idcategorySource license identifier.cc-by-sa
retrieved_atcategoryUTC retrieval timestamp.2026-08-14T00:35:21Z

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-niger-niger-ner-attacks-on-aid-operations-education-food-and-wat-5e76abb7")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

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

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_niger_niger_ner_attacks_on_aid_operations_education_food_and_wat_5e76abb7_2026,
  title        = {Niger (NER): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Niger official open data)},
  author       = {Insecurity Insight},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/niger-violence-against-cvilians-and-vital-civilian-facilities},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-niger-niger-ner-attacks-on-aid-operations-education-food-and-wat-5e76abb7}}
}

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 2026-08-14 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/50a644b7-49d4-4841-af87-7aa42a12acd0/resource/14f7b794-8b9f-4f3d-b7fd-efe6c59c6809/download/2024-2026-ner-conflict-related-incidents-affecting-food-systems-incident-data.xlsx