metadata
license: cc-by-4.0
language:
- en
task_categories:
- tabular-regression
- time-series-forecasting
multilinguality: monolingual
size_categories:
- 1K<n<10K
tags:
- tabular
- csv
- africa
- madagascar
- official-statistics
- open-data
configs:
- config_name: default
data_files:
- split: train
path: data/train-00000-of-00001.parquet
pretty_name: >-
HDX HAPI - Coordination & Context: National Risk | Africa (Madagascar official
open data)
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 hrphdx-hapi-coordination-context-national-risk-in-gho-9ec2aa1a- HDX HAPI - Coordination & Context: National Risk - in ghohdx-hapi-coordination-context-national-risk-risk-class-4b1d2a0f- HDX HAPI - Coordination & Context: National Risk - risk classhdx-hapi-coordination-context-national-risk-global-rank-35ab7bfc- HDX HAPI - Coordination & Context: National Risk - global rankhdx-hapi-coordination-context-national-risk-overall-risk-60041bc1- HDX HAPI - Coordination & Context: National Risk - overall riskhdx-hapi-coordination-context-national-risk-hazard-exposure-risk-8614df3b- HDX HAPI - Coordination & Context: National Risk - hazard exposure riskhdx-hapi-coordination-context-national-risk-vulnerability-risk-f460988d- HDX HAPI - Coordination & Context: National Risk - vulnerability riskhdx-hapi-coordination-context-national-risk-coping-capacity-risk-41205136- HDX HAPI - Coordination & Context: National Risk - coping capacity riskhdx-hapi-coordination-context-national-risk-meta-missing-indicators-pct-76a6442c- HDX HAPI - Coordination & Context: National Risk - meta missing indicators pcthdx-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
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