electricsheepafrica/africa-sudan-safeguarding-health-in-conflict-coalition-shcc-data-9b0a789b

Safeguarding Health in Conflict Coalition (SHCC) Data | Africa (Sudan official open data)

62 rows - 1 Africa country - 2021 - 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: Safeguarding Health in Conflict Coalition (SHCC) Data
• Publisher: Insecurity Insight
• Resource: 2021 SHCC Overview Data.xlsx
• Format: XLSX
• License: CC BY-SA
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
SDN	62	2021	2021	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.	bb208555-c7dd-4374-a0bb-d17ee8281d3f:2021-shcc-overview-data: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.	2021 SHCC Overview Data
year	Int64	Observation year.	2021
country	string	Source column.	#country +name
number_of_reported_incidents	float64	Source column.	``
number_of_health_workers_killed	float64	Source column.	``
number_of_health_workers_kidnapped	float64	Source column.	``
deprivation_of_liberty	float64	Source column.	``
number_of_health_workers_arrested	float64	Source column.	``
number_of_health_workers_injured	float64	Source column.	``
total_health_worker_assaulted	float64	Source column.	``
total_number_of_attacks_on_facilities_which_reported_des	float64	Source column.	``
total_number_of_attacks_on_facilities_which_reported_dam	float64	Source column.	``
forceful_entry_into_health_facility	float64	Source column.	``
occupation_of_health_facility	float64	Source column.	``
health_transportation_destroyed	float64	Source column.	``
health_transportation_damaged	float64	Source column.	``
health_transportation_stolen_highjacked	float64	Source column.	``
looting_theft_robbery_burglary_of_health_supplies	float64	Source column.	``
obstruction_to_health_care	string	Source column.	#indicator +health_obstruction
source_period_start_year	Int64	First year inferred from source resource metadata.	2021
source_period_end_year	Int64	Last year inferred from source resource metadata.	2021
source_period_label	category	Human-readable period inferred from source resource metadata.	2021
source_provider	category	Publishing organization.	Insecurity Insight
source_dataset	category	Source package title.	Safeguarding Health in Conflict Coalition (SHCC) Data
source_resource	category	Source resource title.	2021 SHCC Overview Data.xlsx
source_package_id	category	CKAN package UUID.	02995168-3644-4b78-92be-cdf67275b39d
source_resource_id	category	CKAN resource UUID.	bb208555-c7dd-4374-a0bb-d17ee8281d3f
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/02995168-3644-4b78-92be-cdf67275b39d/re
license_id	category	Source license identifier.	cc-by-sa
retrieved_at	category	UTC retrieval timestamp.	2026-08-19T06:27:19Z
citation	string	Source column.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-sudan-safeguarding-health-in-conflict-coalition-shcc-data-9b0a789b")
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_safeguarding_health_in_conflict_coalition_shcc_data_9b0a789b_2021,
  title        = {Safeguarding Health in Conflict Coalition (SHCC) Data | Africa (Sudan official open data)},
  author       = {Insecurity Insight},
  year         = {2021},
  url          = {https://data.humdata.org/dataset/shcchealthcare-dataset},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-sudan-safeguarding-health-in-conflict-coalition-shcc-data-9b0a789b}}
}

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 2026-08-19 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/02995168-3644-4b78-92be-cdf67275b39d/resource/bb208555-c7dd-4374-a0bb-d17ee8281d3f/download/2021-shcc-overview-data.xlsx