electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-prescolaire-entre-2008-et-2-7e54bf4f

Statistiques De L Enseignement Prescolaire Entre 2008 Et 2 | Africa (Cote d'Ivoire DataFair)

377 rows - 1 Africa country/area - 2008-2024 - 8 indicators - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 377 rows from Cote d'Ivoire DataFair, covering Statistiques De L Enseignement Prescolaire Entre 2008 Et 2. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Education datasets help analysts study access, participation, learning systems, infrastructure, and outcomes across places and periods.

Source-provided context: Normalized CSV export exposed by the Data Fair API.

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	377
Countries/areas	1
First period	2008
Last period	2024
Indicators	8
Columns	19
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
CIV	377	2008	2024	Côte d'Ivoire

Indicators, Variables, Or Resource Contents

• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-ecoles-80ec625e - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - ecoles(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-salles-de-b489f428 - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - salles de classe(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-groupes-pe-67bd2d82 - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - groupes pedagogiques(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-eleves-tot-026fe033 - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - eleves total(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-eleves-fil-f8960edd - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - eleves filles(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-filles-e67c2d9e - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - filles(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-enseignant-d37b5e0d - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - enseignants total(source_units_unspecified)
• statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-enseignant-1de425a6 - Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - enseignants femmes(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	statistiques-de-l-enseignement-prescolaire-entre-2008-et-2025-ecoles-...
indicator_name	string	Human-readable indicator name.	Statistiques de l'enseignement Préscolaire entre 2008 et 2025 - ecoles
country_iso3	string	ISO3 country or area code.	CIV
country_name	string	Country or area name.	Côte d'Ivoire
year	int64	Observation year.	2008
value	double	Numeric observation value.	689.0
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_statut	string	Source dimension retained during long-form normalization.	Public
source_period_start_year	int64	Start year inferred from source metadata.	2008
source_period_end_year	int64	End year inferred from source metadata.	2025
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2008-2025
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	Ministère de l'éducation nationale
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Statistiques de l'enseignement Préscolaire entre 2008 et 2025
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Statistiques de l'enseignement Préscolaire entre 2008 et 2025 CSV export
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	vdtc3t1a9efy6922fwqet4tz
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	vdtc3t1a9efy6922fwqet4tz:full
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.gouv.ci/data-fair/api/v1/datasets/statistiques-du-presco...
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	other-open
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-27T10:23:33Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-prescolaire-entre-2008-et-2-7e54bf4f")
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"] == "CIV"]

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: Cote d'Ivoire DataFair
• Publisher: Ministère de l'éducation nationale
• Portal: https://data.gouv.ci
• Resource: Statistiques de l'enseignement Préscolaire entre 2008 et 2025 CSV export
• License: other-open
• Retrieved/generated: 2026-07-27T10:23:38Z
• Hugging Face repo: electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-prescolaire-entre-2008-et-2-7e54bf4f

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

• Compare education indicators by geography
• Track participation or completion trends
• Join with population and poverty indicators
• 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_cote_d_ivoire_statistiques_de_l_enseignement_prescolaire_entre_2008_et_2_2024,
  title        = {Statistiques De L Enseignement Prescolaire Entre 2008 Et 2 | Africa (Cote d'Ivoire DataFair)},
  author       = {Ministère de l'éducation nationale},
  year         = {2024},
  url          = {https://data.gouv.ci/datasets/statistiques-du-prescolaire-entre-2008-et-2025},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-prescolaire-entre-2008-et-2-7e54bf4f}}
}

License

Released under other-open.

Original data is published by Ministère de l'éducation nationale. 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.gouv.ci/datasets/statistiques-du-prescolaire-entre-2008-et-2025