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electricsheepafrica/africa-liberia-cholera-outbreaks-in-central-and-west-africa-2016-regional-bb029c98

Cholera Outbreaks in Central and West Africa : 2016 Regional Update | Africa (Liberia official open data) 19 rows - 1 Africa country - 2016 - Repackaged by Electric Sheep Africa TL;DR This dataset packages one official XLSX resource from Liberia 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: Cholera Outbreaks in… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-liberia-cholera-outbreaks-in-central-and-west-africa-2016-regional-bb029c98.

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Dataset Card

Cholera Outbreaks in Central and West Africa : 2016 Regional Update | Africa (Liberia official open data)

19 rows - 1 Africa country - 2016 - Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset packages one official XLSX resource from Liberia 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

Geographic coverage

1 Africa country:

CountryRowsFirst yearLast yearName
LBR1920162016Liberia

Indicators or Resource Contents

  • —This source file is packaged as a normalized tabular resource.

Schema

ColumnTypeDescriptionExample
source_record_idstringStable row identifier for tabular resources.f963a82f-8c60-460e-9eec-98eaee813cd7:2016:0
country_iso3categoryISO3 country code.LBR
country_namecategoryCountry name.Liberia
source_sheetint64Workbook sheet name, when the source is a spreadsheet.2016
yearInt64Observation year.2016
iso3stringSource column.#country+code
countrystringSource column.#country+name
week1float64Source column.``
week2float64Source column.``
week3float64Source column.``
week4float64Source column.``
week5float64Source column.``
week6float64Source column.``
week7float64Source column.``
week8float64Source column.``
week9float64Source column.``
week10float64Source column.``
week11float64Source column.``
week12float64Source column.``
week13float64Source column.``
week14float64Source column.``
week15float64Source column.``
week16float64Source column.``
week17float64Source column.``
week18float64Source column.``
week19float64Source column.``
week20float64Source column.``
week21float64Source column.``
week22float64Source column.``
week23float64Source column.``
week24float64Source column.``
week25float64Source column.``
week26float64Source column.``
week27float64Source column.``
week28float64Source column.``
week29float64Source column.``
week30float64Source column.``
week31float64Source column.``
week32float64Source column.``
week33float64Source column.``
week34float64Source column.``
week35float64Source column.``
week36float64Source column.``
week37float64Source column.``
week38float64Source column.``
week39float64Source column.``
week40float64Source column.``
week41float64Source column.``
week42float64Source column.``
week43float64Source column.``
week44float64Source column.``
week45float64Source column.``
week46float64Source column.``
week47float64Source column.``
week48float64Source column.``
week49float64Source column.``
week50float64Source column.``
week51float64Source column.``
week52float64Source column.``
source_period_start_yearInt64First year inferred from source resource metadata.2016
source_period_end_yearInt64Last year inferred from source resource metadata.2016
source_period_labelcategoryHuman-readable period inferred from source resource metadata.2016
source_providercategoryPublishing organization.Regional Cholera Platform in West and Central Africa (inactive)
source_datasetcategorySource package title.Cholera Outbreaks in Central and West Africa : 2016 Regional Update
source_resourcecategorySource resource title.wca_Cases2016_RegCholeraPlatformWCA.xlsx
source_package_idcategoryCKAN package UUID.98b115f6-414f-443d-99c8-72b7c487a0ac
source_resource_idcategoryCKAN resource UUID.f963a82f-8c60-460e-9eec-98eaee813cd7
source_urlcategoryOriginal source resource URL.https://data.humdata.org/dataset/98b115f6-414f-443d-99c8-72b7c487a0ac/re
license_idcategorySource license identifier.cc-by
retrieved_atcategoryUTC retrieval timestamp.2026-08-15T14:15:22Z

Usage

python
from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-liberia-cholera-outbreaks-in-central-and-west-africa-2016-regional-bb029c98")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

python
sample_country = df[df["country_iso3"] == "LBR"]

Work with indicators

python
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

bibtex
@misc{electric_sheep_africa_africa_liberia_cholera_outbreaks_in_central_and_west_africa_2016_regional_bb029c_2016,
  title        = {Cholera Outbreaks in Central and West Africa : 2016 Regional Update | Africa (Liberia official open data)},
  author       = {Regional Cholera Platform in West and Central Africa (inactive)},
  year         = {2016},
  url          = {https://data.humdata.org/dataset/cholera-outbreaks-in-central-and-west-africa-2016-regional-update},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-liberia-cholera-outbreaks-in-central-and-west-africa-2016-regional-bb029c98}}
}

License

Released under CC BY 4.0.

Original data (c) Regional Cholera Platform in West and Central Africa (inactive). 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 2026-08-15 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/98b115f6-414f-443d-99c8-72b7c487a0ac/resource/f963a82f-8c60-460e-9eec-98eaee813cd7/download/wcacases2016regcholeraplatformwca.xlsx