humanitarian
humanitarian-im-toolkit
Humanitarian IM & Rapid Mapping Toolkit — Data
Data from a humanitarian information-management and rapid-mapping toolkit:
multi-sector rapid assessment (Kobo/ODK + Esri Survey123), administrative-boundary
(P-code) integration, OSM-based rapid mapping, and a 4W/5W dashboard. Full source
code, scripts and app: github.com/khalilurrrahmanridoykhan/humanitarian-im-toolkit.
No real beneficiary, camp-resident, or displaced-population data is used anywhere
in this repo. No live… See the full description on the dataset page: https://huggingface.co/datasets/khalilurrahmanridoykhan/humanitarian-im-toolkit.africa-cameroon-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-1973cb05
Wildfire: Humanitarian Response Plan (HRP) Countries Hazard Data for Disaster Risk Assessment | Africa (Cameroon official open data)
21,956 rows - 1 Africa country - 2000-2021 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-wildfire-humanitarian-response-plan-hrp-countries-hazard-d-1973cb05.africa-risk-factors-for-hospitalization-and-death-from-covid-19-in-humanitarian-settings
Risk Factors for Hospitalization and Death from COVID-19 in Humanitarian Settings | Africa (original)
Size category: n<1K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-risk-factors-for-hospitalization-and-death-from-covid-19-in-humanitarian-settings.africa-cameroon-litpop-humanitarian-response-plan-hrp-countries-exposure-d-16639944
LitPop: Humanitarian Response Plan (HRP) Countries Exposure Data for Disaster Risk Assessment | Africa (Cameroon official open data)
1,313 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-litpop-humanitarian-response-plan-hrp-countries-exposure-d-16639944.africa-cameroon-crop-production-humanitarian-response-plan-hrp-countries-e-da4486c3
Crop production: Humanitarian Response Plan (HRP) Countries Exposure Data for Disaster Risk Assessment | Africa (Cameroon official open data)
6,065 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-crop-production-humanitarian-response-plan-hrp-countries-e-da4486c3.africa-cameroon-litpop-humanitarian-response-plan-hrp-countries-exposure-d-3a28741c
LitPop: Humanitarian Response Plan (HRP) Countries Exposure Data for Disaster Risk Assessment | Africa (Cameroon official open data)
35,863 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-litpop-humanitarian-response-plan-hrp-countries-exposure-d-3a28741c.