electricsheepafrica/africa-libya-libya-who-is-doing-what-and-where-3w-ede2f5d3

Libya: Who is Doing What and Where (3W) | Africa (Libya official open data)

584 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: Who is Doing What and Where (3W)
• Publisher: Libya INGO Forum (inactive)
• Resource: LIF_3w_DatafromNov2020HXL.xlsx
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
LBY	584	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.	4b95538b-0fc8-4870-8cfd-8f08a2d2f1d3:sheet1:0
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.	Sheet1
year	Int64	Observation year.	2020
organisation	string	Source column.	#org+code
full_name_of_the_organisation	string	Source column.	#org
sector	string	Source column.	#sector
sub_sector_if_applicable	string	Source column.	``
activity	string	Source column.	#activity
mantiqa	string	Source column.	#adm1+name
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.	Libya INGO Forum (inactive)
source_dataset	category	Source package title.	Libya: Who is Doing What and Where (3W)
source_resource	category	Source resource title.	LIF_3w_DatafromNov2020HXL.xlsx
source_package_id	category	CKAN package UUID.	3682a396-c803-4a32-99a5-379f0c8180e4
source_resource_id	category	CKAN resource UUID.	4b95538b-0fc8-4870-8cfd-8f08a2d2f1d3
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/3682a396-c803-4a32-99a5-379f0c8180e4/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-17T13:13:43Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-libya-libya-who-is-doing-what-and-where-3w-ede2f5d3")
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_who_is_doing_what_and_where_3w_ede2f5d3_2020,
  title        = {Libya: Who is Doing What and Where (3W) | Africa (Libya official open data)},
  author       = {Libya INGO Forum (inactive)},
  year         = {2020},
  url          = {https://data.humdata.org/dataset/libya-who-is-doing-what-and-where-3w},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-libya-libya-who-is-doing-what-and-where-3w-ede2f5d3}}
}

License

Released under CC BY 4.0.

Original data (c) Libya INGO Forum (inactive). 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/3682a396-c803-4a32-99a5-379f0c8180e4/resource/4b95538b-0fc8-4870-8cfd-8f08a2d2f1d3/download/lif_3w_datafromnov2020hxl.xlsx