Datasetpublic

electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-secondaire-entre-2008-et-20-cdcdcf01

Statistiques De L Enseignement Secondaire Entre 2008 Et 20 | Africa (Cote d'Ivoire DataFair) 264 rows - 1 Africa country/area - 2008-2023 - 9 indicators - Engineered by Electric Sheep Africa TL;DR This dataset contains 264 rows from Cote d'Ivoire DataFair, covering Statistiques De L Enseignement Secondaire Entre 2008 Et 20. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-secondaire-entre-2008-et-20-cdcdcf01.

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Statistiques De L Enseignement Secondaire Entre 2008 Et 20 | Africa (Cote d'Ivoire DataFair)

264 rows - 1 Africa country/area - 2008-2023 - 9 indicators - Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

TL;DR

This dataset contains 264 rows from Cote d'Ivoire DataFair, covering Statistiques De L Enseignement Secondaire Entre 2008 Et 20. 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	264
Countries/areas	1
First period	2008
Last period	2023
Indicators	9
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`	264	2008	2023	`Côte d'Ivoire`

Indicators, Variables, Or Resource Contents

—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-etablisseme-875311d7 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - etablissement(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-groupes-ped-e176be43 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - groupes pedagogiques total(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-eleves-tota-9597e7f1 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - eleves total(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-eleves-fill-b1fe2b31 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - eleves filles(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-filles-c5f8d33d - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - filles(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-redoublants-bd2ad5d2 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - redoublants total(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-redoublants-42ddb27e - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - redoublants filles(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-enseignants-93f12d86 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - enseignants total(sourceunitsunspecified)
—statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-enseignants-1b7c6c05 - Statistiques de l'enseignement Secondaire entre 2008 et 2024 - enseignants femmes(sourceunitsunspecified)

Schema

Column	Type	Description	Example
`indicator_id`	`string`	Stable source or Electric Sheep Africa indicator identifier.	`statistiques-de-l-enseignement-secondaire-entre-2008-et-2024-etabliss...`
`indicator_name`	`string`	Human-readable indicator name.	`Statistiques de l'enseignement Secondaire entre 2008 et 2024 - etabli...`
`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.	`568.0`
`unit`	`string`	Measurement unit, when supplied by the source.	`source_units_unspecified`
`dimension_statut`	`string`	Source dimension retained during long-form normalization.	`Privé`
`source_period_start_year`	`int64`	Start year inferred from source metadata.	`2008`
`source_period_end_year`	`int64`	End year inferred from source metadata.	`2024`
`source_period_label`	`dictionary<values=string, indices=int8, ordered=0>`	Source column from the original resource.	`2008-2024`
`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 Secondaire entre 2008 et 2024`
`source_resource`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource title, table name, or file name.	`Statistiques de l'enseignement Secondaire entre 2008 et 2024 CSV export`
`source_package_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source package identifier.	`ff-61jdcbwgkdzgnaief1jck`
`source_resource_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource identifier.	`ff-61jdcbwgkdzgnaief1jck: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-de-lensei...`
`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

python

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-secondaire-entre-2008-et-20-cdcdcf01")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

python

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

Filter By Geography

python

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

Time-Series Pattern

python

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

Pivot For Analysis

python

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 Secondaire entre 2008 et 2024 CSV export
—License: other-open
—Retrieved/generated: 2026-07-27T10:23:38Z
—Hugging Face repo: electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-secondaire-entre-2008-et-20-cdcdcf01

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

bibtex

@misc{electric_sheep_africa_africa_cote_d_ivoire_statistiques_de_l_enseignement_secondaire_entre_2008_et_20_2023,
  title        = {Statistiques De L Enseignement Secondaire Entre 2008 Et 20 | Africa (Cote d'Ivoire DataFair)},
  author       = {Ministère de l'éducation nationale},
  year         = {2023},
  url          = {https://data.gouv.ci/datasets/statistiques-de-lenseignement-secondaire-entre-2008-et-2018},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-statistiques-de-l-enseignement-secondaire-entre-2008-et-20-cdcdcf01}}
}

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.

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.gouv.ci/datasets/statistiques-de-lenseignement-secondaire-entre-2008-et-2018