electricsheepafrica/africa-morocco-principaux-indicateurs-du-regime-complementaire-de-retrait-6e5319d2

Principaux Indicateurs du Régime Complémentaire de Retraite | Africa (Morocco official open data)

4 rows - 1 Africa country - 2020-2022 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Morocco 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: Principaux Indicateurs du Régime Complémentaire de Retraite
• Publisher: Caisse Nationale de Retraites et d’Assurances
• Resource: Principaux Indicateurs du Régime Complementaire de Retraite (RECORE).xlsx
• Format: XLSX
• License: Open Data Commons Open Database License
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MAR	4	2020	2022	Morocco

Indicators or Resource Contents

• <NA> -

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	``
indicator_name	string	Human-readable indicator name.	``
country_iso3	string	ISO3 country code.	``
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	CNRA - RECORE
country_name	string	Country name.	``
year	Int64	Observation year.	2020
value	float64	Numeric observation value.	655.31
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_recore	string	Source dimension.	Prestations Réglées (en MDH)
source_provider	string	Publishing organization.	Caisse Nationale de Retraites et d’Assurances
source_dataset	string	Source package title.	Principaux Indicateurs du Régime Complémentaire de Retraite
source_resource	string	Source resource title.	Principaux Indicateurs du Régime Complementaire de Retraite (RECORE).xls
source_package_id	string	CKAN package UUID.	2f6872a9-a56a-4017-a37b-424627c93d58
source_resource_id	string	CKAN resource UUID.	5e08840f-d606-48b6-8b22-25313cf7e49b
source_url	string	Original source resource URL.	https://data.gov.ma/data/fr/dataset/2f6872a9-a56a-4017-a37b-424627c93d58
license_id	string	Source license identifier.	odc-odbl
retrieved_at	string	UTC retrieval timestamp.	2026-07-16T21:31:48Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-morocco-principaux-indicateurs-du-regime-complementaire-de-retrait-6e5319d2")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MAR"]

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_morocco_principaux_indicateurs_du_regime_complementaire_de_retrait_6e5319_2022,
  title        = {Principaux Indicateurs du Régime Complémentaire de Retraite | Africa (Morocco official open data)},
  author       = {Caisse Nationale de Retraites et d’Assurances},
  year         = {2022},
  url          = {https://data.gov.ma/data/dataset/principaux-indicateurs-du-regime-complementaire-de-retraite},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-principaux-indicateurs-du-regime-complementaire-de-retrait-6e5319d2}}
}

License

Released under Open Data Commons Open Database License.

Original data (c) Caisse Nationale de Retraites et d’Assurances. 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 2026-07-16 via the Electric Sheep pipeline. Source URL: https://data.gov.ma/data/fr/dataset/2f6872a9-a56a-4017-a37b-424627c93d58/resource/5e08840f-d606-48b6-8b22-25313cf7e49b/download/principaux-indicateurs-du-regime-complementaire-de-retraite-recore.xlsx