electricsheepafrica/africa-senegal-odd-15-1-1-superficie-forestiere-comme-pourcentage-du-tota-b93cd77c

ODD 15.1.1 : Superficie forestière comme pourcentage du total des terres émergées 2015 | Africa (Senegal official open data)

1 rows - 1 Africa country - 2015 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX 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: ODD 15.1.1 : Superficie forestière comme pourcentage du total des terres émergées 2015
• Publisher: DPVE
• Resource: META DONNEES
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
SEN	1	2015	2015	Senegal

Indicators or Resource Contents

• This source file is packaged as a normalized tabular resource.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier for tabular resources.	a7d8bbc6-d443-4711-9d26-27cf5dd35ee5:odd-1511-superfi:0
country_iso3	category	ISO3 country code.	SEN
country_name	category	Country name.	Senegal
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	ODD 1511_Superfi
year	Int64	Observation year.	2015
valeurdelasituationderefere	float64	Source column.	42.94
datesdr	int64	Source column.	2015
vi2015	float64	Source column.	42.94
vi2016	float64	Source column.	42.74
vi2017	float64	Source column.	42.53
vi2018	float64	Source column.	42.32
vi2019	int64	Source column.	2020
methodedecollecteenquetera	string	Source column.	cartographie/rapport/Données/missions
modedecalcultauxproportio	string	Source column.	taux
frequencedeproductionirregul	string	Source column.	quinquennale
delaidediffusion	string	Source column.	quinquennale
lindicateurestildiffusepre	string	Source column.	non
niveaudedesagregationagese	string	Source column.	région
statutdelindicateurdefiniti	string	Source column.	Définitif
uniteechellemilliermi	string	Source column.	%
source	string	Source column.	comité FRA
methodedacces	string	Source column.	Rapport de performance du METE
source_period_start_year	Int64	First year inferred from source resource metadata.	2015
source_period_end_year	Int64	Last year inferred from source resource metadata.	2015
source_period_label	category	Human-readable period inferred from source resource metadata.	2015
source_provider	category	Publishing organization.	DPVE
source_dataset	category	Source package title.	ODD 15.1.1 : Superficie forestière comme pourcentage du total des terres
source_resource	category	Source resource title.	META DONNEES
source_package_id	category	CKAN package UUID.	e0838060-4785-43c7-972d-539135633388
source_resource_id	category	CKAN resource UUID.	a7d8bbc6-d443-4711-9d26-27cf5dd35ee5
source_url	category	Original source resource URL.	https://agridata.ansd.sn/dataset/e0838060-4785-43c7-972d-539135633388/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-odd-15-1-1-superficie-forestiere-comme-pourcentage-du-tota-b93cd77c")
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_odd_15_1_1_superficie_forestiere_comme_pourcentage_du_tota_b93cd7_2015,
  title        = {ODD 15.1.1 : Superficie forestière comme pourcentage du total des terres émergées 2015 | Africa (Senegal official open data)},
  author       = {DPVE},
  year         = {2015},
  url          = {https://agridata.ansd.sn/dataset/superficieforestierecommepourcentagetotaldesterresemergees},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-senegal-odd-15-1-1-superficie-forestiere-comme-pourcentage-du-tota-b93cd77c}}
}

License

Released under CC BY 4.0.

Original data (c) DPVE. 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/e0838060-4785-43c7-972d-539135633388/resource/a7d8bbc6-d443-4711-9d26-27cf5dd35ee5/download/dpve_ind7.xlsx