electricsheepafrica/africa-madagascar-hdx-hapi-coordination-context-national-risk-af34bde6

HDX HAPI - Coordination & Context: National Risk | Africa (Madagascar official open data)

1,910 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official CSV resource from Madagascar 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: HDX HAPI - Coordination & Context: National Risk
• Publisher: HDX Humanitarian API Data
• Resource: Global Coordination & Context: National Risk
• Format: CSV
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MDG	1,910	2025	2025	Madagascar

Indicators or Resource Contents

• hdx-hapi-coordination-context-national-risk-has-hrp-2060cdf5 - HDX HAPI - Coordination & Context: National Risk - has hrp
• hdx-hapi-coordination-context-national-risk-in-gho-9ec2aa1a - HDX HAPI - Coordination & Context: National Risk - in gho
• hdx-hapi-coordination-context-national-risk-risk-class-4b1d2a0f - HDX HAPI - Coordination & Context: National Risk - risk class
• hdx-hapi-coordination-context-national-risk-global-rank-35ab7bfc - HDX HAPI - Coordination & Context: National Risk - global rank
• hdx-hapi-coordination-context-national-risk-overall-risk-60041bc1 - HDX HAPI - Coordination & Context: National Risk - overall risk
• hdx-hapi-coordination-context-national-risk-hazard-exposure-risk-8614df3b - HDX HAPI - Coordination & Context: National Risk - hazard exposure risk
• hdx-hapi-coordination-context-national-risk-vulnerability-risk-f460988d - HDX HAPI - Coordination & Context: National Risk - vulnerability risk
• hdx-hapi-coordination-context-national-risk-coping-capacity-risk-41205136 - HDX HAPI - Coordination & Context: National Risk - coping capacity risk
• hdx-hapi-coordination-context-national-risk-meta-missing-indicators-pct-76a6442c - HDX HAPI - Coordination & Context: National Risk - meta missing indicators pct
• hdx-hapi-coordination-context-national-risk-meta-avg-recentness-years-8ff53211 - HDX HAPI - Coordination & Context: National Risk - meta avg recentness years

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	hdx-hapi-coordination-context-national-risk-has-hrp-2060cdf5
indicator_name	string	Human-readable indicator name.	HDX HAPI - Coordination & Context: National Risk - has hrp
country_iso3	string	ISO3 country code.	MDG
country_name	string	Country name.	Madagascar
year	Int64	Observation year.	2025
value	float64	Numeric observation value.	1.0
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_location_code	string	Source dimension.	AFG
dimension_reference_period_end	string	Source dimension.	2025-12-31
source_period_start_year	Int64	First year inferred from source resource metadata.	``
source_period_end_year	Int64	Last year inferred from source resource metadata.	``
source_period_label	string	Human-readable period inferred from source resource metadata.	``
source_provider	category	Publishing organization.	HDX Humanitarian API Data
source_dataset	category	Source package title.	HDX HAPI - Coordination & Context: National Risk
source_resource	category	Source resource title.	Global Coordination & Context: National Risk
source_package_id	category	CKAN package UUID.	856c326d-748c-43c2-89e4-8b25098a7340
source_resource_id	category	CKAN resource UUID.	0af14f51-8db7-4131-87c9-30479054e629
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/856c326d-748c-43c2-89e4-8b25098a7340/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-30T05:38:32Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-madagascar-hdx-hapi-coordination-context-national-risk-af34bde6")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MDG"]

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_madagascar_hdx_hapi_coordination_context_national_risk_af34bde6_2025,
  title        = {HDX HAPI - Coordination & Context: National Risk | Africa (Madagascar official open data)},
  author       = {HDX Humanitarian API Data},
  year         = {2025},
  url          = {https://data.humdata.org/dataset/hdx-hapi-national-risk},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-hdx-hapi-coordination-context-national-risk-af34bde6}}
}

License

Released under CC BY 4.0.

Original data (c) HDX Humanitarian API Data. 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 2026-08-30 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/856c326d-748c-43c2-89e4-8b25098a7340/resource/0af14f51-8db7-4131-87c9-30479054e629/download/hdx_hapi_national_risk_global.csv