electricsheepafrica/africa-morocco-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0

Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021. | Africa (Morocco official open data)

20 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: Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021.
• Publisher: Centre Régional d'Investissement Drâa Tafilalet
• Resource: Open Data - CRI DT 2021 v2.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	20	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.	ea17ccc7-df00-4db2-b333-69ee7b748c65: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
errachidia	string	Source column.	MIDELT
d_709002375_8	float64	Source column.	216549496.0
commerce	string	Source column.	Energie et Mines
d_43117000	float64	Source column.	1117445716.0
source_provider	string	Publishing organization.	Centre Régional d'Investissement Drâa Tafilalet
source_dataset	string	Source package title.	Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la régi
source_resource	string	Source resource title.	Open Data - CRI DT 2021 v2.xlsx
source_package_id	string	CKAN package UUID.	71174484-bf01-41ee-b515-15f65bfbe831
source_resource_id	string	CKAN resource UUID.	ea17ccc7-df00-4db2-b333-69ee7b748c65
source_url	string	Original source resource URL.	https://data.gov.ma/data/fr/dataset/71174484-bf01-41ee-b515-15f65bfbe831
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-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0")
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_chiffres_relatifs_a_l_investissement_en_mad_et_a_l_emploi_8f8498f_2026,
  title        = {Chiffres relatifs à l'investissement (en MAD) et à l'emploi dans la région de Drâa Tafilalet en 2021. | Africa (Morocco official open data)},
  author       = {Centre Régional d'Investissement Drâa Tafilalet},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-dans-la-region-de-draa-tafilalet-en-2021},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-chiffres-relatifs-a-l-investissement-en-mad-et-a-l-emploi-8f8498f0}}
}

License

Released under Open Data Commons Open Database License.

Original data (c) Centre Régional d'Investissement Drâa Tafilalet. 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/71174484-bf01-41ee-b515-15f65bfbe831/resource/ea17ccc7-df00-4db2-b333-69ee7b748c65/download/open-data-cri-dt-2021-v2.xlsx