Datasetpublic

electricsheepafrica/africa-cote-d-ivoire-estimation-de-la-production-d-hevea-par-region-administrat-816e1458

Estimation De La Production D Hevea Par Region Administrat | Africa (Cote d'Ivoire DataFair) 46 rows - 1 Africa country/area - 2022-2023 - 23 indicators - Engineered by Electric Sheep Africa TL;DR This dataset contains 46 rows from Cote d'Ivoire DataFair, covering Estimation De La Production D Hevea Par Region Administrat. 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-estimation-de-la-production-d-hevea-par-region-administrat-816e1458.

sourceHugging Faceotherupdated 2mo agoView on Hugging Face

0likes25downloads

Dataset Card

Estimation De La Production D Hevea Par Region Administrat | Africa (Cote d'Ivoire DataFair)

46 rows - 1 Africa country/area - 2022-2023 - 23 indicators - Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

TL;DR

This dataset contains 46 rows from Cote d'Ivoire DataFair, covering Estimation De La Production D Hevea Par Region Administrat. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Agriculture datasets help analysts examine production, prices, inputs, land use, food systems, and rural economic activity.

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	46
Countries/areas	1
First period	2022
Last period	2023
Indicators	23
Columns	18
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
`CIV`	46	2022	2023	`Côte d'Ivoire`

Indicators, Variables, Or Resource Contents

—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-c4136a92 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - agneby tiassa(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-e3484cdb - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - belier(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-3ebbb5c3 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - cavally(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-e9930e2e - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - district d abidjan(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-66084f2c - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - district de yamoussoukro(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-400e2cd3 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - gbeke(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-03b8112f - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - gbokle(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-2d6c6e2b - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - goh(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-58c97ee2 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - gontougo(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-8ec01951 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - grands ponts(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-5cac1386 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - guemon(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-4fc8198f - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - haut sassandra(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-4fd084b7 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - iffou(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-5cb0bc40 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - indenie djuablin(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-275fe783 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - loh djiboua(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-5dc97700 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - marahoue(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-ccdd977c - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - me(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-76a8a85c - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - moronou(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-e6354675 - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - nawa(sourceunitsunspecified)
—estimation-de-la-production-d-hevea-par-region-administrative-tonnes-de-0f4531fc - Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 - n zi(sourceunitsunspecified)
—... 3 more indicators

Schema

Column	Type	Description	Example
`indicator_id`	`string`	Stable source or Electric Sheep Africa indicator identifier.	`estimation-de-la-production-d-hevea-par-region-administrative-tonnes-...`
`indicator_name`	`string`	Human-readable indicator name.	`Estimation de la production d'hévéa par région administrative (Tonnes...`
`country_iso3`	`string`	ISO3 country or area code.	`CIV`
`country_name`	`string`	Country or area name.	`Côte d'Ivoire`
`year`	`int64`	Observation year.	`2022`
`value`	`double`	Numeric observation value.	`83372.03`
`unit`	`string`	Measurement unit, when supplied by the source.	`source_units_unspecified`
`source_period_start_year`	`int64`	Start year inferred from source metadata.	`2022`
`source_period_end_year`	`int64`	End year inferred from source metadata.	`2023`
`source_period_label`	`dictionary<values=string, indices=int8, ordered=0>`	Source column from the original resource.	`2022-2023`
`source_provider`	`dictionary<values=string, indices=int8, ordered=0>`	Publishing organization.	`Conseil Hévéa Palmier à Huile (CHPH)`
`source_dataset`	`dictionary<values=string, indices=int8, ordered=0>`	Source dataset or package title.	`Estimation de la production d'hévéa par région administrative (Tonnes...`
`source_resource`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource title, table name, or file name.	`Estimation de la production d'hévéa par région administrative (Tonnes...`
`source_package_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source package identifier.	`2-gbz9ze4rzlsga46fuvljto`
`source_resource_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource identifier.	`2-gbz9ze4rzlsga46fuvljto: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/estimation-de-la-produ...`
`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-estimation-de-la-production-d-hevea-par-region-administrat-816e1458")
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: Conseil Hévéa Palmier à Huile (CHPH)
—Portal: https://data.gouv.ci
—Resource: Estimation de la production d'hévéa par région administrative (Tonnes) de 2022 à 2023 CSV export
—License: other-open
—Retrieved/generated: 2026-07-27T10:23:34Z
—Hugging Face repo: electricsheepafrica/africa-cote-d-ivoire-estimation-de-la-production-d-hevea-par-region-administrat-816e1458

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

—Track production or price movements
—Compare regions or commodities
—Join with climate and trade 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

bibtex

@misc{electric_sheep_africa_africa_cote_d_ivoire_estimation_de_la_production_d_hevea_par_region_administrat_2023,
  title        = {Estimation De La Production D Hevea Par Region Administrat | Africa (Cote d'Ivoire DataFair)},
  author       = {Conseil Hévéa Palmier à Huile (CHPH)},
  year         = {2023},
  url          = {https://data.gouv.ci/datasets/estimation-de-la-production-dhevea-par-region-administrative-tonnes},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-estimation-de-la-production-d-hevea-par-region-administrat-816e1458}}
}

License

Released under other-open.

Original data is published by Conseil Hévéa Palmier à Huile (CHPH). 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/estimation-de-la-production-dhevea-par-region-administrative-tonnes