electricsheepafrica/africa-morocco-reseau-des-centres-socio-sportifs-a-proximite-de-la-region-8ce0d114

Reseau Des Centres Socio Sportifs a Proximite De La Region | Africa (Morocco Open Data)

69 rows - 1 Africa country/area - 2009-2019 - 7 indicators - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 69 rows from Morocco Open Data, covering Reseau Des Centres Socio Sportifs a Proximite De La Region. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Transport datasets help analysts examine mobility, infrastructure, passenger movement, logistics, and access to services.

Source-provided context: Ce fichier présente des informations (date de création, capacité, superficie...) sur les centres socio-sportifs à proximité de la région de Marrakech-Safi

How To Read This Dataset

• One row means: one indicator observation for one geography, time period, and optional source dimensions.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3, year, indicator_id.

Coverage

Dimension	Value
Rows	69
Countries/areas	1
First period	2009
Last period	2019
Indicators	7
Columns	38
Source format	XLSX

Geographic Coverage

Top areas shown below, sorted by row count when available:

Area	Rows	First year	Last year	Name
MAR	69	2009	2019	Morocco

Indicators, Variables, Or Resource Contents

• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-01ca2ccb - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - reference region(source_units_unspecified)
• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-173b8063 - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - date derniere renovation(source_units_unspecified)
• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-6521abf1 - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - capacite d accueil(source_units_unspecified)
• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-baf0f79b - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - effectif(source_units_unspecified)
• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-c4342295 - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - etat du batiment 1 bon 2 moyen 3 mauvais 4 mediocre(source_units_unspecified)
• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-d89b8356 - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - etat des equipements 0 non equipe 1 bon 2 moyen 3 mauvai(source_units_unspecified)
• reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-d6053ab3 - Réseau des centres socio-sportifs à proximité de la région de Marrakech-Safi - nombre du personnel du departement de la jeunesse y affe(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrake...
indicator_name	string	Human-readable indicator name.	Réseau des centres socio-sportifs à proximité de la région de Marrake...
country_iso3	string	ISO3 country or area code.	MAR
source_sheet	string	Source column from the original resource.	MA
country_name	string	Country or area name.	Morocco
year	int64	Observation year.	2010
value	double	Numeric observation value.	7.0
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_type_d_etablissement	string	Source dimension retained during long-form normalization.	Jeunesse
dimension_region	string	Source dimension retained during long-form normalization.	Marrakech Safi
dimension_province	string	Source dimension retained during long-form normalization.	El Kalaa des Sraghna
dimension_commune	string	Source dimension retained during long-form normalization.	El Kelaâ des Sraghna
dimension_milieu_urbain_rural	string	Source dimension retained during long-form normalization.	Urbain
dimension_type_etablissement	string	Source dimension retained during long-form normalization.	CSP B
dimension_nom_de_l_etablissement	string	Source dimension retained during long-form normalization.	Centre Socio-Sportif de Proximité la Princisse Lalla Merieme El Kelaa...
dimension_propriete	string	Source dimension retained during long-form normalization.	MJCC
dimension_adresse	string	Source dimension retained during long-form normalization.	Avenue Aaouitif ville kelaa des sraghna
dimension_superficie	string	Source dimension retained during long-form normalization.	10 000 m2
dimension_etat_de_l_etablissement_1_operationnel_2_en_ar	string	Source dimension retained during long-form normalization.	Opérationnel
dimension_entite_gestionnaire	string	Source dimension retained during long-form normalization.	MJCC
dimension_espace_amenage	string	Source dimension retained during long-form normalization.	365 m2
dimension_titre_foncier	string	Source dimension retained during long-form normalization.	3724
dimension_remarques	string	Source dimension retained during long-form normalization.	``
dimension_pris_en_compte_dans_la_cadre_du_prog_de_rehabi	string	Source dimension retained during long-form normalization.	OUI-PROG DP
dimension_besoin_rh	string	Source dimension retained during long-form normalization.	*
dimension_besoin_d_amenagement	string	Source dimension retained during long-form normalization.	``
dimension_besoin_d_equipement	string	Source dimension retained during long-form normalization.	*
dimension_campagne_de_vaccination	string	Source dimension retained during long-form normalization.	``
dimension_autres	string	Source dimension retained during long-form normalization.	``
dimension_observation_sur_les_mesures_a_mettre_en_place	string	Source dimension retained during long-form normalization.	``
source_provider	string	Publishing organization.	MJCC
source_dataset	string	Source dataset or package title.	Réseau des centres socio-sportifs à proximité de la région de Marrake...
source_resource	string	Source resource title, table name, or file name.	شبكة المراكز السوسيو رياضية للقرب لجهة مراكش اسفي
source_package_id	string	Source package identifier.	03450d7b-cfd6-40e4-a427-74a0c62dbff0
source_resource_id	string	Source resource identifier.	a4342a61-f7f7-4de8-9b54-c3b00174a84a
source_url	string	Original source URL or download URL.	https://data.gov.ma/data/fr/dataset/03450d7b-cfd6-40e4-a427-74a0c62db...
license_id	string	Source license identifier.	odc-odbl
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-16T21:31:48Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-morocco-reseau-des-centres-socio-sportifs-a-proximite-de-la-region-8ce0d114")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

print(df.info())
print(df.head())

Filter By Geography

if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "MAR"]

Time-Series Pattern

if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())

Data Quality Notes

• Canonical time field: year.
• Missing values are preserved rather than silently imputed.
• Column names are standardized for machine use; source meanings are preserved where known.
• Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

Source And Provenance

• Source: Morocco Open Data
• Publisher: MJCC
• Portal: https://data.gov.ma/data
• Resource: شبكة المراكز السوسيو رياضية للقرب لجهة مراكش اسفي
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:00:42Z
• Hugging Face repo: electricsheepafrica/africa-morocco-reseau-des-centres-socio-sportifs-a-proximite-de-la-region-8ce0d114

Transformations Applied

• Converted the source table to Parquet for efficient analytics and ML workflows.
• Added or preserved source provenance columns where available.
• Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
• Preserved source-reported values without analytical imputation.

Suggested Analyses

• Track mobility over time
• Compare routes or geographies
• Join with economic and population data
• Build time-series views and period-over-period comparisons
• Pivot to geography x period or indicator x period matrices
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_morocco_reseau_des_centres_socio_sportifs_a_proximite_de_la_region_8ce0d1_2019,
  title        = {Reseau Des Centres Socio Sportifs a Proximite De La Region | Africa (Morocco Open Data)},
  author       = {MJCC},
  year         = {2019},
  url          = {https://data.gov.ma/data/dataset/reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-safi},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-reseau-des-centres-socio-sportifs-a-proximite-de-la-region-8ce0d114}}
}

License

Released under Open Data Commons Open Database License.

Original data is published by MJCC. Electric Sheep Africa engineering standardizes the data for discovery, loading, and analysis on Hugging Face. Cite both the original source and this ML-ready dataset when used.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

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Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.gov.ma/data/dataset/reseau-des-centres-socio-sportifs-a-proximite-de-la-region-de-marrakech-safi