electricsheepafrica/africa-sudan-sudan-operational-presence-78abdb7f

Sudan: Operational Presence | Africa (Sudan official open data)

6,001 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Sudan 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: Sudan: Operational Presence
• Publisher: OCHA Sudan
• Resource: 2025-consolidated-3w-data-january-to-may.xlsx
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
SDN	6,001	2025	2025	Sudan

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.	04baa7f0-13de-4eeb-aa8a-b6e0abd238e8:hdx:0
country_iso3	category	ISO3 country code.	SDN
country_name	category	Country name.	Sudan
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	HDX
year	Int64	Observation year.	2025
reporting_month	string	Source column.	2025-01
state	string	Source column.	Aj Jazirah
locality	string	Source column.	Al Hasahisa
cluster	string	Source column.	Coordination and Common Services
org_name	string	Source column.	International Organization for Migration
org_acronym	string	Source column.	IOM
org_type	string	Source column.	UN Agency
source_period_start_year	Int64	First year inferred from source resource metadata.	2025
source_period_end_year	Int64	Last year inferred from source resource metadata.	2025
source_period_label	category	Human-readable period inferred from source resource metadata.	2025
source_provider	category	Publishing organization.	OCHA Sudan
source_dataset	category	Source package title.	Sudan: Operational Presence
source_resource	category	Source resource title.	2025-consolidated-3w-data-january-to-may.xlsx
source_package_id	category	CKAN package UUID.	bdccda24-2122-416c-aed1-6bdebcfea76c
source_resource_id	category	CKAN resource UUID.	04baa7f0-13de-4eeb-aa8a-b6e0abd238e8
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/bdccda24-2122-416c-aed1-6bdebcfea76c/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-19T06:27:19Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-sudan-sudan-operational-presence-78abdb7f")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "SDN"]

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_sudan_sudan_operational_presence_78abdb7f_2025,
  title        = {Sudan: Operational Presence | Africa (Sudan official open data)},
  author       = {OCHA Sudan},
  year         = {2025},
  url          = {https://data.humdata.org/dataset/sudan-operational-presence},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-operational-presence-78abdb7f}}
}

License

Released under CC BY 4.0.

Original data (c) OCHA Sudan. 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 2026-08-19 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/bdccda24-2122-416c-aed1-6bdebcfea76c/resource/04baa7f0-13de-4eeb-aa8a-b6e0abd238e8/download/2025-consolidated-3w-data-january-to-may.xlsx