electricsheepafrica/africa-morocco-liste-des-chroniques-des-programmes-emissions-d-informatio-ebcc67be

Liste Des Chroniques Des Programmes Emissions D Informatio | Africa (Morocco Open Data)

148,329 rows - 1 Africa country/area - 2021 - 9 indicators - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 148,329 rows from Morocco Open Data, covering Liste Des Chroniques Des Programmes Emissions D Informatio. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Climate and environment datasets help analysts study exposure, resource conditions, environmental pressure, and climate-related trends.

Source-provided context: Ce fichier présente la liste des chroniques des programmes / émissions d'informations 2M pour la période Janvier - Décembre 2021

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	148,329
Countries/areas	1
First period	2021
Last period	2021
Indicators	9
Columns	24
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	148,329	2021	2021	Morocco

Indicators, Variables, Or Resource Contents

• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-def44ce5 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - id article(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-94574d56 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - programme id(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-9cb41533 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - diffusion id(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-a3befa59 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - homme(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-ced9ec0c - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - femme(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-3e1b84b4 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - duree(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-0424d95c - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - homme duree(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-a56ca5d3 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - femme duree(source_units_unspecified)
• liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-f336f0f9 - Liste des chroniques des programmes / émissions d'informations 2M (Janvier-Décembre2021) - identifiant 2m(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvi...
indicator_name	string	Human-readable indicator name.	Liste des chroniques des programmes / émissions d'informations 2M (Ja...
country_iso3	string	ISO3 country or area code.	MAR
source_sheet	string	Source column from the original resource.	Data-01-12 2021
country_name	string	Country or area name.	Morocco
date	string	Observation date.	2021-01-01
year	int64	Observation year.	2021
value	double	Numeric observation value.	10773150.0
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_support	string	Source dimension retained during long-form normalization.	2M
dimension_programme	string	Source dimension retained during long-form normalization.	Journal Amazigh
dimension_diff_heure_previsionnelle	string	Source dimension retained during long-form normalization.	14:45:00
dimension_sur_titre	string	Source dimension retained during long-form normalization.	Journal Amazigh
dimension_titre	string	Source dimension retained during long-form normalization.	Nouvel an: une fin d´année particulière pour les pâtissiers au Maroc
dimension_titre_trad_fr	string	Source dimension retained during long-form normalization.	``
dimension_heure_diffusion	string	Source dimension retained during long-form normalization.	14:45:00
source_provider	string	Publishing organization.	SOREAD 2M
source_dataset	string	Source dataset or package title.	Liste des chroniques des programmes / émissions d'informations 2M (Ja...
source_resource	string	Source resource title, table name, or file name.	Liste des chroniques des programmes et émissions d'informations 2M- 2...
source_package_id	string	Source package identifier.	06cd9ff3-81f9-4feb-81c1-664602f9edd7
source_resource_id	string	Source resource identifier.	52bdcdfb-3d94-4fd0-9eb3-03acca2e8aca
source_url	string	Original source URL or download URL.	https://data.gov.ma/data/fr/dataset/06cd9ff3-81f9-4feb-81c1-664602f9e...
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-liste-des-chroniques-des-programmes-emissions-d-informatio-ebcc67be")
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: SOREAD 2M
• Portal: https://data.gov.ma/data
• Resource: Liste des chroniques des programmes et émissions d'informations 2M- 2022.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:14:19Z
• Hugging Face repo: electricsheepafrica/africa-morocco-liste-des-chroniques-des-programmes-emissions-d-informatio-ebcc67be

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

• Analyze seasonal or annual patterns
• Join with agriculture or health data
• Map geographic exposure
• 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_liste_des_chroniques_des_programmes_emissions_d_informatio_ebcc67_2021,
  title        = {Liste Des Chroniques Des Programmes Emissions D Informatio | Africa (Morocco Open Data)},
  author       = {SOREAD 2M},
  year         = {2021},
  url          = {https://data.gov.ma/data/dataset/liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-decembre2022},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-liste-des-chroniques-des-programmes-emissions-d-informatio-ebcc67be}}
}

License

Released under Open Data Commons Open Database License.

Original data is published by SOREAD 2M. 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/liste-des-chroniques-des-programmes-emissions-d-informations-2m-janvier-decembre2022