electricsheepafrica/africa-senegal-peche-maritime-transformation-artisanale-f99cc02a

Pêche maritime : Transformation artisanale | Africa (Senegal official open data)

7 rows - 1 Africa country - 2005-2011 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official CSV resource from Senegal as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

• Source: Pêche maritime : Transformation artisanale
• Publisher: Ministère des pêches, des Infrastructures maritimes et portuaires
• Resource: zfghwk_202505Md_165107.csv
• Format: CSV
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
SEN	7	2005	2011	Senegal

Indicators or Resource Contents

• peche-maritime-transformation-artisanale-f99cc02a - Pêche maritime : Transformation artisanale

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	peche-maritime-transformation-artisanale-f99cc02a
indicator_name	string	Human-readable indicator name.	Pêche maritime : Transformation artisanale
country_iso3	string	ISO3 country code.	SEN
country_name	string	Country name.	Senegal
year	Int64	Observation year.	2005
value	float64	Numeric observation value.	4775.0
unit	string	Measurement unit, when available.	source_units_unspecified
source_period_start_year	Int64	First year inferred from source resource metadata.	``
source_period_end_year	Int64	Last year inferred from source resource metadata.	``
source_period_label	string	Human-readable period inferred from source resource metadata.	``
source_provider	category	Publishing organization.	Ministère des pêches, des Infrastructures maritimes et portuaires
source_dataset	category	Source package title.	Pêche maritime : Transformation artisanale
source_resource	category	Source resource title.	zfghwk_202505Md_165107.csv
source_package_id	category	CKAN package UUID.	50b73590-81bd-4ca9-b55b-e466e1377da4
source_resource_id	category	CKAN resource UUID.	20ee8320-b295-49e2-8dd0-0825ddd781d1
source_url	category	Original source resource URL.	https://agridata.ansd.sn/dataset/50b73590-81bd-4ca9-b55b-e466e1377da4/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-07-27T11:04:43Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-senegal-peche-maritime-transformation-artisanale-f99cc02a")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "SEN"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_senegal_peche_maritime_transformation_artisanale_f99cc02a_2011,
  title        = {Pêche maritime : Transformation artisanale | Africa (Senegal official open data)},
  author       = {Ministère des pêches, des Infrastructures maritimes et portuaires},
  year         = {2011},
  url          = {https://agridata.ansd.sn/dataset/pche_maritime_transformation_artisanale},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-senegal-peche-maritime-transformation-artisanale-f99cc02a}}
}

License

Released under CC BY 4.0.

Original data (c) Ministère des pêches, des Infrastructures maritimes et portuaires. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

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Provenance: ingested 2026-07-27 via the Electric Sheep pipeline. Source URL: https://agridata.ansd.sn/dataset/50b73590-81bd-4ca9-b55b-e466e1377da4/resource/20ee8320-b295-49e2-8dd0-0825ddd781d1/download/zfghwk_202505md_165107.csv