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electricsheepafrica/africa-cote-d-ivoire-evolution-du-taux-d-investissement-du-pib-et-de-la-formati-0876e316

Evolution Du Taux D Investissement Du Pib Et De La Formati | Africa (Cote d'Ivoire DataFair) 110 rows - 1 Africa country/area - 1960-2023 - 2 indicators - Engineered by Electric Sheep Africa TL;DR This dataset contains 110 rows from Cote d'Ivoire DataFair, covering Evolution Du Taux D Investissement Du Pib Et De La Formati. 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-evolution-du-taux-d-investissement-du-pib-et-de-la-formati-0876e316.

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Evolution Du Taux D Investissement Du Pib Et De La Formati | Africa (Cote d'Ivoire DataFair)

110 rows - 1 Africa country/area - 1960-2023 - 2 indicators - Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

rows countries period indicators license

TL;DR

This dataset contains 110 rows from Cote d'Ivoire DataFair, covering Evolution Du Taux D Investissement Du Pib Et De La Formati. 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: 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

DimensionValue
Rows110
Countries/areas1
First period1960
Last period2023
Indicators2
Columns18
Source formatCSV

Geographic Coverage

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

AreaRowsFirst yearLast yearName
CIV11019602023Côte d'Ivoire

Indicators, Variables, Or Resource Contents

  • —evolution-du-taux-d-investissement-du-pib-et-de-la-formation-brute-de-ca-1835a692 - Evolution du Taux d'Investissement (% du PIB) et de la Formation Brute de Capital Fixe de la Côte d'Ivoire entre 1960 et 2023 - taux d investissements du pib(sourceunitsunspecified)
  • —evolution-du-taux-d-investissement-du-pib-et-de-la-formation-brute-de-ca-6386d2b4 - Evolution du Taux d'Investissement (% du PIB) et de la Formation Brute de Capital Fixe de la Côte d'Ivoire entre 1960 et 2023 - formation brute de capital fixe investissements milliard(sourceunitsunspecified)

Schema

ColumnTypeDescriptionExample
indicator_idstringStable source or Electric Sheep Africa indicator identifier.evolution-du-taux-d-investissement-du-pib-et-de-la-formation-brute-de...
indicator_namestringHuman-readable indicator name.Evolution du Taux d'Investissement (% du PIB) et de la Formation Brut...
country_iso3stringISO3 country or area code.CIV
country_namestringCountry or area name.Côte d'Ivoire
yearint64Observation year.2023
valuedoubleNumeric observation value.274.0
unitstringMeasurement unit, when supplied by the source.source_units_unspecified
source_period_start_yearint64Start year inferred from source metadata.1960
source_period_end_yearint64End year inferred from source metadata.2023
source_period_labeldictionary<values=string, indices=int8, ordered=0>Source column from the original resource.1960-2023
source_providerdictionary<values=string, indices=int8, ordered=0>Publishing organization.Ministère du Budget
source_datasetdictionary<values=string, indices=int8, ordered=0>Source dataset or package title.Evolution du Taux d'Investissement (% du PIB) et de la Formation Brut...
source_resourcedictionary<values=string, indices=int8, ordered=0>Source resource title, table name, or file name.Evolution du Taux d'Investissement (% du PIB) et de la Formation Brut...
source_package_iddictionary<values=string, indices=int8, ordered=0>Source package identifier.-t067bpveh4njsrck9eaa2mb
source_resource_iddictionary<values=string, indices=int8, ordered=0>Source resource identifier.-t067bpveh4njsrck9eaa2mb:full
source_urldictionary<values=string, indices=int8, ordered=0>Original source URL or download URL.https://data.gouv.ci/data-fair/api/v1/datasets/evolution-du-taux-dinv...
license_iddictionary<values=string, indices=int8, ordered=0>Source license identifier.other-open
retrieved_atdictionary<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-evolution-du-taux-d-investissement-du-pib-et-de-la-formati-0876e316")
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

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
  • —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_evolution_du_taux_d_investissement_du_pib_et_de_la_formati_2023,
  title        = {Evolution Du Taux D Investissement Du Pib Et De La Formati | Africa (Cote d'Ivoire DataFair)},
  author       = {Ministère du Budget},
  year         = {2023},
  url          = {https://data.gouv.ci/datasets/evolution-du-taux-dinvestissement-percent-du-pib-et-de-la-formation-brute-de-capital-fixe-de-la-cote-divoire-entre-1960-et-2023},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-evolution-du-taux-d-investissement-du-pib-et-de-la-formati-0876e316}}
}

License

Released under other-open.

Original data is published by Ministère du Budget. 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/evolution-du-taux-dinvestissement-percent-du-pib-et-de-la-formation-brute-de-capital-fixe-de-la-cote-divoire-entre-1960-et-2023