electricsheepafrica/africa-morocco-indicateurs-assurances-2011-9e970396

Indicateurs Assurances 2011 | Africa (Morocco official open data)

25 rows - 1 Africa country - 2005-2009 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLS 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: Indicateurs Assurances 2011
• Publisher: Ministère de l'Economie et des Finances
• Resource: Indicateurs assurances 2011
• Format: XLS
• License: Open Data Commons Open Database License
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MAR	25	2005	2009	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.	Feuil1
country_name	string	Country name.	``
year	Int64	Observation year.	2005
value	float64	Numeric observation value.	13156.985
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_assurances	string	Source dimension.	Chiffre d'affaires des sociétés d'assurances (En millions dh)
source_provider	string	Publishing organization.	Ministère de l'Economie et des Finances
source_dataset	string	Source package title.	Indicateurs Assurances 2011
source_resource	string	Source resource title.	Indicateurs assurances 2011
source_package_id	string	CKAN package UUID.	0667a7a6-fa24-44e6-847d-e95c42da42c8
source_resource_id	string	CKAN resource UUID.	1da4fe39-891d-4574-a52a-cbe1aca6247b
source_url	string	Original source resource URL.	https://data.gov.ma/data/fr/dataset/0667a7a6-fa24-44e6-847d-e95c42da42c8
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-indicateurs-assurances-2011-9e970396")
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_indicateurs_assurances_2011_9e970396_2009,
  title        = {Indicateurs Assurances 2011 | Africa (Morocco official open data)},
  author       = {Ministère de l'Economie et des Finances},
  year         = {2009},
  url          = {https://data.gov.ma/data/dataset/indicateurs-assurances-2011},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-indicateurs-assurances-2011-9e970396}}
}

License

Released under Open Data Commons Open Database License.

Original data (c) Ministère de l'Economie et des Finances. 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/0667a7a6-fa24-44e6-847d-e95c42da42c8/resource/1da4fe39-891d-4574-a52a-cbe1aca6247b/download/indicateurs-assurances-mef-2011.xls