electricsheepafrica/africa-morocco-usage-moyen-mensuel-sortant-de-la-telephonie-20cdcdd7

Usage moyen mensuel sortant de la téléphonie | Africa (Morocco official open data)

232 rows - 1 Africa country - 2010-2024 - 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: Usage moyen mensuel sortant de la téléphonie
• Publisher: ANRT
• Resource: Usage moy.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	232	2010	2024	Morocco

Indicators or Resource Contents

• usage-moyen-mensuel-sortant-de-la-telephonie-a-b7f35fea - Usage moyen mensuel sortant de la téléphonie - a
• usage-moyen-mensuel-sortant-de-la-telephonie-b-b10193f3 - Usage moyen mensuel sortant de la téléphonie - b
• usage-moyen-mensuel-sortant-de-la-telephonie-c-dd6aa9e0 - Usage moyen mensuel sortant de la téléphonie - c
• usage-moyen-mensuel-sortant-de-la-telephonie-d-f30666b6 - Usage moyen mensuel sortant de la téléphonie - d

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	usage-moyen-mensuel-sortant-de-la-telephonie-a-b7f35fea
indicator_name	string	Human-readable indicator name.	Usage moyen mensuel sortant de la téléphonie - a
country_iso3	string	ISO3 country code.	MAR
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Usage moy
country_name	string	Country name.	Morocco
date	string	Observation date.	2010-02-01
year	Int64	Observation year.	2010
value	float64	Numeric observation value.	38.0
unit	string	Measurement unit, when available.	source_units_unspecified
source_provider	string	Publishing organization.	ANRT
source_dataset	string	Source package title.	Usage moyen mensuel sortant de la téléphonie
source_resource	string	Source resource title.	Usage moy.xlsx
source_package_id	string	CKAN package UUID.	5e990b60-5981-45a2-a248-770931c0999a
source_resource_id	string	CKAN resource UUID.	f6457063-823f-4b0b-9d2b-f882b945f549
source_url	string	Original source resource URL.	https://data.gov.ma/data/fr/dataset/5e990b60-5981-45a2-a248-770931c0999a
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-usage-moyen-mensuel-sortant-de-la-telephonie-20cdcdd7")
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_usage_moyen_mensuel_sortant_de_la_telephonie_20cdcdd7_2024,
  title        = {Usage moyen mensuel sortant de la téléphonie | Africa (Morocco official open data)},
  author       = {ANRT},
  year         = {2024},
  url          = {https://data.gov.ma/data/dataset/usage-moyen-mensuel-sortant-de-la-telephonie-2010-2022},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-usage-moyen-mensuel-sortant-de-la-telephonie-20cdcdd7}}
}

License

Released under Open Data Commons Open Database License.

Original data (c) ANRT. 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/5e990b60-5981-45a2-a248-770931c0999a/resource/f6457063-823f-4b0b-9d2b-f882b945f549/download/usage-moy.xlsx