electricsheepafrica/africa-libya-libya-lby-attacks-on-aid-operations-education-and-health-c-bf2075aa

Libya (LBY): Attacks on Aid Operations, Education and Health Care, and Explosive Weapons Incident Data | Africa (Libya official open data)

90 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Libya 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: Libya (LBY): Attacks on Aid Operations, Education and Health Care, and Explosive Weapons Incident Data
• Publisher: Insecurity Insight
• Resource: 2020 LBY SHCC Health Care Data.xlsx
• Format: XLSX
• License: CC BY-SA
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
LBY	90	2020	2020	Libya

Indicators or Resource Contents

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

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier for tabular resources.	15163223-21ca-43ea-9bff-974260f56ef5:2020-shcc-health-libya-data:0
country_iso3	category	ISO3 country code.	LBY
country_name	category	Country name.	Libya
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	2020 SHCC Health Libya Data
year	Int64	Observation year.	2020
shcc_event_code	float64	Source column.	``
incident_date	string	Source column.	#date
country	string	Source column.	#country +name
state_province_division_governorate_department	string	Source column.	#country +name +loc
perpetrator	string	Source column.	#group +perp +name
weapons_use	string	Source column.	#weapons
shcc_attack_type	string	Source column.	#event +type
shcc_attack_context	string	Source column.	#event +context
total_health_worker_killed	float64	Source column.	``
total_health_worker_kidnapped	string	Source column.	#affected +healthworker +kidnapped
deprivation_of_liberty	string	Source column.	``
total_health_worker_arrested	string	Source column.	#affected +healthworker +arrested
total_health_worker_threatened_intimidated	string	Source column.	#affected +healthworker +threatened
total_health_worker_injured	float64	Source column.	``
total_health_worker_assaulted	string	Source column.	#affected +healthworker +assaulted
total_health_worker_sexual_violence	string	Source column.	#affected +healthworker +SGBV
total_number_of_attacks_on_facilities_which_reported_des	string	Source column.	#indicator +health_facility +destroyed +num
total_number_of_attacks_on_facilities_which_reported_dam	float64	Source column.	``
armed_entry_into_medical_facilities	string	Source column.	#indicator +health_facility +armed_entry +num
looting_theft_robbery_burglary_of_health_supplies	string	Source column.	#indicator +health_supplies +taken +num
health_transportation_destroyed	string	Source column.	#indicator +health_transport +destroyed +num
health_transportation_damaged	string	Source column.	#indicator +health_transport +damaged +num
health_transportation_stolen_highjacked	string	Source column.	#indicator +health_transport +abducted +num
source_period_start_year	Int64	First year inferred from source resource metadata.	2020
source_period_end_year	Int64	Last year inferred from source resource metadata.	2020
source_period_label	category	Human-readable period inferred from source resource metadata.	2020
source_provider	category	Publishing organization.	Insecurity Insight
source_dataset	category	Source package title.	Libya (LBY): Attacks on Aid Operations, Education and Health Care, and E
source_resource	category	Source resource title.	2020 LBY SHCC Health Care Data.xlsx
source_package_id	category	CKAN package UUID.	800e1c11-9843-4b6e-8723-023e20ed67a6
source_resource_id	category	CKAN resource UUID.	15163223-21ca-43ea-9bff-974260f56ef5
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/800e1c11-9843-4b6e-8723-023e20ed67a6/re
license_id	category	Source license identifier.	cc-by-sa
retrieved_at	category	UTC retrieval timestamp.	2026-08-17T13:13:43Z
citation	string	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-libya-libya-lby-attacks-on-aid-operations-education-and-health-c-bf2075aa")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "LBY"]

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_libya_libya_lby_attacks_on_aid_operations_education_and_health_c_bf2075aa_2020,
  title        = {Libya (LBY): Attacks on Aid Operations, Education and Health Care, and Explosive Weapons Incident Data | Africa (Libya official open data)},
  author       = {Insecurity Insight},
  year         = {2020},
  url          = {https://data.humdata.org/dataset/libya-violence-against-civilians-and-vital-civilian-facilities},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-libya-libya-lby-attacks-on-aid-operations-education-and-health-c-bf2075aa}}
}

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 2026-08-17 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/800e1c11-9843-4b6e-8723-023e20ed67a6/resource/15163223-21ca-43ea-9bff-974260f56ef5/download/2020-lby-shcc-health-care-data.xlsx