electricsheepafrica/africa-morocco-echanges-exterieurs-et-balance-des-paiements-2013-environn-89666e5d

Echanges extérieurs et balance des paiements 2013- Environnement international | Africa (Morocco official open data)

82 rows - 1 Africa country - not-applicable - 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: Echanges extérieurs et balance des paiements 2013- Environnement international
• Publisher: Ministère de l'Economie et des Finances
• Resource: Echanges extérieurs et balance des paiements
• Format: XLS
• License: Open Data Commons Open Database License
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MAR	82	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.	c64aadc7-b399-4832-a9cd-808f01b0600c:feuil1:0
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.	Feuil1
commerce_mondial	string	Source column.	Taux de croissance des exportations de biens et services (En %)
d_7	float64	Source column.	``
d_7_8	float64	Source column.	``
d_3	float64	Source column.	``
d_10_4	float64	Source column.	``
d_12_6	float64	Source column.	``
d_5_8	float64	Source column.	``
d_3_2	float64	Source column.	``
d_4_5	float64	Source column.	``
source_provider	string	Publishing organization.	Ministère de l'Economie et des Finances
source_dataset	string	Source package title.	Echanges extérieurs et balance des paiements 2013- Environnement interna
source_resource	string	Source resource title.	Echanges extérieurs et balance des paiements
source_package_id	string	CKAN package UUID.	c1defeb5-c9bf-485b-aa28-306195de4b9b
source_resource_id	string	CKAN resource UUID.	c64aadc7-b399-4832-a9cd-808f01b0600c
source_url	string	Original source resource URL.	https://data.gov.ma/data/fr/dataset/c1defeb5-c9bf-485b-aa28-306195de4b9b
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-echanges-exterieurs-et-balance-des-paiements-2013-environn-89666e5d")
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_echanges_exterieurs_et_balance_des_paiements_2013_environn_89666e_2026,
  title        = {Echanges extérieurs et balance des paiements 2013- Environnement international | Africa (Morocco official open data)},
  author       = {Ministère de l'Economie et des Finances},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/echanges-exterieurs-et-balance-des-paiements-2013-environnement-international},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-echanges-exterieurs-et-balance-des-paiements-2013-environn-89666e5d}}
}

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/c1defeb5-c9bf-485b-aa28-306195de4b9b/resource/c64aadc7-b399-4832-a9cd-808f01b0600c/download/echanges-exterieurs-et-balance-des-paiements-2013-mef.xls