electricsheepafrica/africa-morocco-liste-des-deputes-2014-17dd8330

Liste Des Deputes 2014 | Africa (Morocco Open Data)

395 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 395 rows from Morocco Open Data, covering Liste Des Deputes 2014. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Official statistics datasets help analysts inspect public data as published by governments, national statistical systems, and regional data portals.

Source-provided context: Liste des députés 2014

How To Read This Dataset

• One row means: one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
• Primary geography column: country_iso3.
• Best time column: not detected.
• Time coverage basis: not detected.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	395
Countries/areas	1
First period	n/a
Last period	n/a
Indicators	0
Columns	18
Source format	XLS

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	395	n/a	n/a	Morocco

Indicators, Variables, Or Resource Contents

• This repo preserves one source tabular resource with its usable columns kept together.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa engineering.	e2703eec-24b8-4723-851d-ce0d9c9ebf33:e-mails-deputes-2014-2:0
country_iso3	string	ISO3 country or area code.	MAR
country_name	string	Country or area name.	Morocco
source_sheet	string	Source column from the original resource.	E-mails Députés 2014-2
nom_et_prenom_fr	string	Source column from the original resource.	Said KHAIROUN
nom_et_prenom_ar	string	Source column from the original resource.	سعيد خيرون
groupe	string	Source column from the original resource.	فريق العدالة والتنمية
fonction	string	Source column from the original resource.	رئيس لجنة المالية
ville	string	Source column from the original resource.	العرائش
adresse_de_messagerie	string	Source column from the original resource.	[email protected]
source_provider	string	Publishing organization.	Parlement
source_dataset	string	Source dataset or package title.	Liste des députés 2014
source_resource	string	Source resource title, table name, or file name.	deputes-parlement-2014-maj.xls
source_package_id	string	Source package identifier.	c113e714-696d-4371-a326-b9799b4c7b42
source_resource_id	string	Source resource identifier.	e2703eec-24b8-4723-851d-ce0d9c9ebf33
source_url	string	Original source URL or download URL.	https://data.gov.ma/data/ar/dataset/c113e714-696d-4371-a326-b9799b4c7...
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-deputes-2014-17dd8330")
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

• No canonical year/date column was detected in the packaged table; use source metadata and domain context for temporal interpretation.
• 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: Parlement
• Portal: https://data.gov.ma/data
• Resource: deputes-parlement-2014-maj.xls
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:19:40Z
• Hugging Face repo: electricsheepafrica/africa-morocco-liste-des-deputes-2014-17dd8330

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

• Profile the distribution of values
• Compare categories or geographies
• Join with complementary public datasets
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_morocco_liste_des_deputes_2014_17dd8330_2026,
  title        = {Liste Des Deputes 2014 | Africa (Morocco Open Data)},
  author       = {Parlement},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/liste-des-deputes-2014},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-liste-des-deputes-2014-17dd8330}}
}

License

Released under Open Data Commons Open Database License.

Original data is published by Parlement. 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-deputes-2014