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electricsheepafrica/africa-niger-niger-ner-attacks-on-aid-operations-education-food-and-wat-d9ed19e5

Niger (NER): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Niger official open data) 35 rows - 1 Africa country - 2021-2023 - 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-d9ed19e5.

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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)

35 rows - 1 Africa country - 2021-2023 - 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
NER3520212023Niger

Indicators or Resource Contents

  • —This source file is packaged as a normalized tabular resource.

Schema

ColumnTypeDescriptionExample
source_record_idstringStable row identifier for tabular resources.7ff6cc7f-c502-45fe-806e-d7ed348ad4aa:2021-23-ner-shcc-health-data:0
country_iso3categoryISO3 country code.NER
country_namecategoryCountry name.Niger
source_sheetstringWorkbook sheet name, when the source is a spreadsheet.2021-23 NER SHCC Health Data
datestringObservation date.#date
countrystringSource column.#country +name
country_isostringSource column.#country +ISO
reported_perpetratorstringSource column.#group +perp
reported_perpetrator_namestringSource column.#group +perp +name
weapon_carried_usedstringSource column.#weapon
number_of_attacks_on_health_facilities_reporting_destrucfloat64Source column.``
number_of_attacks_on_health_facilities_reporting_damagedfloat64Source column.``
forceful_entry_into_health_facilityfloat64Source column.``
occupation_of_health_facilityfloat64Source column.``
vicinity_of_health_facility_affectedfloat64Source column.``
health_transportation_destroyedfloat64Source column.``
health_transportation_damagedfloat64Source column.``
health_transportation_stolen_highjackedfloat64Source column.``
looting_theft_robbery_burglary_of_health_suppliesfloat64Source column.``
obstruction_to_health_carestringSource column.#indicator +health_obstruction
health_workers_killedfloat64Source column.``
health_workers_injuredfloat64Source column.``
health_workers_kidnappedfloat64Source column.``
health_workers_arrestedfloat64Source column.``
known_kidnapping_or_arrest_outcomestringSource column.#affected +healthworker +assaulted
health_workers_threatenedfloat64Source column.``
health_workers_assaultedfloat64Source column.``
health_workers_sexually_assaultedfloat64Source column.``
reported_health_worker_professionstringSource column.#affected +healthworker +profession
sind_event_idfloat64Source column.``
source_period_start_yearInt64First year inferred from source resource metadata.2021
source_period_end_yearInt64Last year inferred from source resource metadata.2023
source_period_labelcategoryHuman-readable period inferred from source resource metadata.2021-2023
source_providercategoryPublishing organization.Insecurity Insight
source_datasetcategorySource package title.Niger (NER): Attacks on Aid Operations, Education, Food and Water System
source_resourcecategorySource resource title.2021-2023 NER SHCC Health Care Data.xlsx
source_package_idcategoryCKAN package UUID.50a644b7-49d4-4841-af87-7aa42a12acd0
source_resource_idcategoryCKAN resource UUID.7ff6cc7f-c502-45fe-806e-d7ed348ad4aa
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
citationstringSource column.``

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-niger-niger-ner-attacks-on-aid-operations-education-food-and-wat-d9ed19e5")
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_d9ed19e5_2023,
  title        = {Niger (NER): Attacks on Aid Operations, Education, Food and Water Systems and Health Care | Africa (Niger official open data)},
  author       = {Insecurity Insight},
  year         = {2023},
  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-d9ed19e5}}
}

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/7ff6cc7f-c502-45fe-806e-d7ed348ad4aa/download/2021-2023-ner-shcc-health-care-data.xlsx