electricsheepafrica/africa-morocco-liste-des-etablissements-multifonctionnels-des-femmes-repa-9caf47ae

Liste des établissements multifonctionnels des femmes répartis selon la région et la province | Africa (Morocco official open data)

105 rows - 1 Africa country - not-applicable - 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: Liste des établissements multifonctionnels des femmes répartis selon la région et la province
• Publisher: MSISF : Ministère de la Solidarité, de l'Insertion Sociale et de la Famille
• Resource: دليل فضاء متعدد الوظائف للنساء .xlsx
• Format: XLSX
• License: Open Data Commons Open Database License
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MAR	105	n/a	n/a	Morocco

Indicators or Resource Contents

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

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier for tabular resources.	d3d54a94-033c-4921-975f-20445b595c57:sheet1:0
country_iso3	string	ISO3 country code.	MAR
country_name	string	Country name.	Morocco
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Sheet1
column	string	Source column.	طنجة-تطوان- الحسيمة
column_2	string	Source column.	طنجة
column_3	string	Source column.	الفضاء متعدد الوظائف للنساء البرانص
column_4	string	Source column.	حي البرانص طنجة
column_5	string	Source column.	جمعية دعم الفضاء متعدد الوظائف للنساء
column_6	string	Source column.	asemftanger@gmail.com
column_7	string	Source column.	0539-387395
column_8	string	Source column.	06-00-05-91-17
source_provider	string	Publishing organization.	MSISF : Ministère de la Solidarité, de l'Insertion Sociale et de la Fami
source_dataset	string	Source package title.	Liste des établissements multifonctionnels des femmes répartis selon la
source_resource	string	Source resource title.	دليل فضاء متعدد الوظائف للنساء .xlsx
source_package_id	string	CKAN package UUID.	65882d6b-233e-4727-9b12-95da768cdedd
source_resource_id	string	CKAN resource UUID.	d3d54a94-033c-4921-975f-20445b595c57
source_url	string	Original source resource URL.	https://data.gov.ma/data/fr/dataset/65882d6b-233e-4727-9b12-95da768cdedd
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-liste-des-etablissements-multifonctionnels-des-femmes-repa-9caf47ae")
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_liste_des_etablissements_multifonctionnels_des_femmes_repa_9caf47_2026,
  title        = {Liste des établissements multifonctionnels des femmes répartis selon la région et la province | Africa (Morocco official open data)},
  author       = {MSISF : Ministère de la Solidarité, de l'Insertion Sociale et de la Famille},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/liste-des-etablissements-multifonctionnels-des-femmes-repartis-selon-la-region-et-la-province},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-liste-des-etablissements-multifonctionnels-des-femmes-repa-9caf47ae}}
}

License

Released under Open Data Commons Open Database License.

Original data (c) MSISF : Ministère de la Solidarité, de l'Insertion Sociale et de la Famille. 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/65882d6b-233e-4727-9b12-95da768cdedd/resource/d3d54a94-033c-4921-975f-20445b595c57/download/-.xlsx