electricsheepafrica/africa-mali-africa-covid-19-recoveries-national-4bb5aa84

Africa: Covid-19 Recoveries (National) | Africa (Mali official open data)

13,662 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLS resource from Mali 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: Africa: Covid-19 Recoveries (National)
• Publisher: HERA - Humanitarian Emergency Response Africa
• Resource: Africa_COVID19_Daily_Recoveries_National.xls
• Format: XLS
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MLI	13,662	2020	2020	Mali

Indicators or Resource Contents

• africa-covid-19-recoveries-national-4bb5aa84 - Africa: Covid-19 Recoveries (National)

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	africa-covid-19-recoveries-national-4bb5aa84
indicator_name	string	Human-readable indicator name.	Africa: Covid-19 Recoveries (National)
country_iso3	string	ISO3 country code.	MLI
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Feuil1
country_name	string	Country name.	Mali
year	Int64	Observation year.	2020
value	float64	Numeric observation value.	0.0
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_iso	string	Source dimension.	DZA
dimension_country_name	string	Source dimension.	Algeria
dimension_african_region	string	Source dimension.	Northern Africa
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.	HERA - Humanitarian Emergency Response Africa
source_dataset	category	Source package title.	Africa: Covid-19 Recoveries (National)
source_resource	category	Source resource title.	Africa_COVID19_Daily_Recoveries_National.xls
source_package_id	category	CKAN package UUID.	ea6b98e6-4789-498c-8456-0f22eaf37996
source_resource_id	category	CKAN resource UUID.	00c54d15-72ad-4f77-b3f4-a35d8961d79d
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/ea6b98e6-4789-498c-8456-0f22eaf37996/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-13T10:40:31Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-africa-covid-19-recoveries-national-4bb5aa84")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MLI"]

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_mali_africa_covid_19_recoveries_national_4bb5aa84_2020,
  title        = {Africa: Covid-19 Recoveries (National) | Africa (Mali official open data)},
  author       = {HERA - Humanitarian Emergency Response Africa},
  year         = {2020},
  url          = {https://data.humdata.org/dataset/africa-covid-19-recovered-cases},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-africa-covid-19-recoveries-national-4bb5aa84}}
}

License

Released under CC BY 4.0.

Original data (c) HERA - Humanitarian Emergency Response Africa. 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 2026-08-13 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/ea6b98e6-4789-498c-8456-0f22eaf37996/resource/00c54d15-72ad-4f77-b3f4-a35d8961d79d/download/africa_covid19_daily_recoveries_national.xls