electricsheepafrica/africa-libya-education-in-danger-data-50c9ff13

Education in Danger Data | Africa (Libya official open data)

137 rows - 1 Africa country - 2018-2023 - 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: Education in Danger Data
• Publisher: Insecurity Insight
• Resource: 2018-2023 West and Central Africa Arson Attacks Dataset.xlsx
• Format: XLSX
• License: CC BY-SA
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
LBY	137	2018	2023	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.	49e4698a-33c0-42cd-8421-83b7823d9597:2018-2023-arson-attacks-wc-afri: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.	2018-2023 Arson Attacks WC Afri
date	string	Observation date.	#date +occurred
country	string	Source column.	#country
country_iso	string	Source column.	#country_ISO
reported_perpetrator	string	Source column.	#group +perp
reported_perpetrator_name	string	Source column.	#group +perp +name
weapon_carried_used	string	Source column.	#weapons
type_of_education_facility	string	Source column.	``
attacks_on_schools	float64	Source column.	``
attacks_on_universities	float64	Source column.	``
military_occupation_of_education_facility	float64	Source column.	``
arson_attack_on_education_facility	float64	Source column.	``
forced_entry_into_education_facility	float64	Source column.	``
damage_destruction_to_ed_facility_event	float64	Source column.	``
attacks_on_students_and_teachers	string	Source column.	``
educators_killed	float64	Source column.	``
educators_injured	float64	Source column.	``
educators_kidnapped	float64	Source column.	``
educators_arrested	float64	Source column.	``
known_educators_kidnap_or_arrest_outcome	string	Source column.	``
students_attacked_in_school	float64	Source column.	``
students_killed	float64	Source column.	``
students_injured	float64	Source column.	``
students_kidnapped	float64	Source column.	``
known_student_kidnap_or_arrest_outcome	string	Source column.	#affected +student +arrested
students_arrested	float64	Source column.	``
sexual_violence_affecting_school_age_children	float64	Source column.	``
sind_event_id	float64	Source column.	``
source_period_start_year	Int64	First year inferred from source resource metadata.	2018
source_period_end_year	Int64	Last year inferred from source resource metadata.	2023
source_period_label	category	Human-readable period inferred from source resource metadata.	2018-2023
source_provider	category	Publishing organization.	Insecurity Insight
source_dataset	category	Source package title.	Education in Danger Data
source_resource	category	Source resource title.	2018-2023 West and Central Africa Arson Attacks Dataset.xlsx
source_package_id	category	CKAN package UUID.	c7db52ae-13c2-4bf5-ae71-a9243a68194e
source_resource_id	category	CKAN resource UUID.	49e4698a-33c0-42cd-8421-83b7823d9597
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/c7db52ae-13c2-4bf5-ae71-a9243a68194e/re
license_id	category	Source license identifier.	cc-by-sa
retrieved_at	category	UTC retrieval timestamp.	2026-08-17T13:13:43Z
data_notes	string	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-libya-education-in-danger-data-50c9ff13")
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_education_in_danger_data_50c9ff13_2023,
  title        = {Education in Danger Data | Africa (Libya official open data)},
  author       = {Insecurity Insight},
  year         = {2023},
  url          = {https://data.humdata.org/dataset/sind-education-in-danger-monthly-news-briefs-dataset},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-libya-education-in-danger-data-50c9ff13}}
}

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/c7db52ae-13c2-4bf5-ae71-a9243a68194e/resource/49e4698a-33c0-42cd-8421-83b7823d9597/download/2018-2023-west-and-central-africa-arson-attacks-dataset.xlsx