electricsheepafrica/africa-cote-d-ivoire-evolution-de-l-electricite-exportee-et-importee-par-la-cot-e3f7d9f2

Evolution De L Electricite Exportee Et Importee Par La Cot | Africa (Cote d'Ivoire DataFair)

155 rows - 1 Africa country/area - 1984-2018 - 1 indicator - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 155 rows from Cote d'Ivoire DataFair, covering Evolution De L Electricite Exportee Et Importee Par La Cot. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Economic datasets help analysts examine production, prices, public finance, trade flows, market conditions, and macroeconomic change.

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	155
Countries/areas	1
First period	1984
Last period	2018
Indicators	1
Columns	20
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
CIV	155	1984	2018	Côte d'Ivoire

Indicators, Variables, Or Resource Contents

• evolution-de-l-electricite-exportee-et-importee-par-la-cote-d-ivoire-de-9fec2b38 - Evolution de l'électricité exportée et importée par la Cote d'Ivoire de 1984 à 2018(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	evolution-de-l-electricite-exportee-et-importee-par-la-cote-d-ivoire-...
indicator_name	string	Human-readable indicator name.	Evolution de l'électricité exportée et importée par la Cote d'Ivoire ...
country_iso3	string	ISO3 country or area code.	CIV
country_name	string	Country or area name.	Côte d'Ivoire
year	int64	Observation year.	1995
value	double	Numeric observation value.	171.91924
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_pays_d_origine	string	Source dimension retained during long-form normalization.	Côte d'Ivoire
dimension_pays_de_destination	string	Source dimension retained during long-form normalization.	CEB (Togo-Bénin)
source_period_start_year	int64	Start year inferred from source metadata.	1984
source_period_end_year	int64	End year inferred from source metadata.	2018
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	1984-2018
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	Direction Générale de l'Energie (DGE) - Ministère en charge du Pétrol...
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Evolution de l'électricité exportée et importée par la Cote d'Ivoire ...
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Evolution de l'électricité exportée et importée par la Cote d'Ivoire ...
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	echanges-d'electricite-depuis-ou-vers-la-cote-d'ivoire
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	echanges-d'electricite-depuis-ou-vers-la-cote-d'ivoire: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/echanges-d'electricite...
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-evolution-de-l-electricite-exportee-et-importee-par-la-cot-e3f7d9f2")
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: Direction Générale de l'Energie (DGE) - Ministère en charge du Pétrole et de l'Energie
• Portal: https://data.gouv.ci
• Resource: Evolution de l'électricité exportée et importée par la Cote d'Ivoire de 1984 à 2018 CSV export
• License: other-open
• Retrieved/generated: 2026-07-27T10:24:57Z
• Hugging Face repo: electricsheepafrica/africa-cote-d-ivoire-evolution-de-l-electricite-exportee-et-importee-par-la-cot-e3f7d9f2

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

• Build time-series dashboards
• Compare economic indicators
• Join with population or sector 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_cote_d_ivoire_evolution_de_l_electricite_exportee_et_importee_par_la_cot_2018,
  title        = {Evolution De L Electricite Exportee Et Importee Par La Cot | Africa (Cote d'Ivoire DataFair)},
  author       = {Direction Générale de l'Energie (DGE) - Ministère en charge du Pétrole et de l'Energie},
  year         = {2018},
  url          = {https://data.gouv.ci/datasets/echanges-d'electricite-depuis-ou-vers-la-cote-d'ivoire},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-evolution-de-l-electricite-exportee-et-importee-par-la-cot-e3f7d9f2}}
}

License

Released under other-open.

Original data is published by Direction Générale de l'Energie (DGE) - Ministère en charge du Pétrole et de l'Energie. 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/echanges-d'electricite-depuis-ou-vers-la-cote-d'ivoire