electricsheepafrica/africa-senegal-indice-des-prix-a-la-production-pour-les-principales-cultu-6e1d7e0b

Indice Des Prix a La Production Pour Les Principales Cultu | Africa (ANSD)

420 rows - 1 Africa country/area - 1970-2023 - 1 indicator - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 420 rows from ANSD, covering Indice Des Prix a La Production Pour Les Principales Cultu. 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: Indice des prix aux producteurs pour les principales cultures

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	420
Countries/areas	1
First period	1970
Last period	2023
Indicators	1
Columns	19
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
SEN	420	1970	2023	Senegal

Indicators, Variables, Or Resource Contents

• indice-des-prix-a-la-production-pour-les-principales-cultures-042c3d86 - Indice des prix à la production pour les principales cultures(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	indice-des-prix-a-la-production-pour-les-principales-cultures-042c3d86
indicator_name	string	Human-readable indicator name.	Indice des prix à la production pour les principales cultures
country_iso3	string	ISO3 country or area code.	SEN
country_name	string	Country or area name.	Senegal
year	int64	Observation year.	1970
value	double	Numeric observation value.	12.1212121212121
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_culture	string	Source dimension retained during long-form normalization.	Arachide
source_period_start_year	int64	Start year inferred from source metadata.	``
source_period_end_year	int64	End year inferred from source metadata.	``
source_period_label	string	Source column from the original resource.	``
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	ANSD
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Indice des prix à la production pour les principales cultures
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Indice des prix aux producteurs pour les principales cultures
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	8926bc60-ef2f-4d79-8b2b-a6326a762956
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	dd837744-a736-4714-b814-94e30b30af37
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://agridata.ansd.sn/dataset/8926bc60-ef2f-4d79-8b2b-a6326a762956...
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	cc-by
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-27T11:04:43Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-senegal-indice-des-prix-a-la-production-pour-les-principales-cultu-6e1d7e0b")
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"] == "SEN"]

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: ANSD
• Publisher: ANSD
• Portal: https://agridata.ansd.sn
• Resource: Indice des prix aux producteurs pour les principales cultures
• License: CC BY 4.0
• Retrieved/generated: 2026-07-27T11:06:53Z
• Hugging Face repo: electricsheepafrica/africa-senegal-indice-des-prix-a-la-production-pour-les-principales-cultu-6e1d7e0b

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

@misc{electric_sheep_africa_africa_senegal_indice_des_prix_a_la_production_pour_les_principales_cultu_6e1d7e_2023,
  title        = {Indice Des Prix a La Production Pour Les Principales Cultu | Africa (ANSD)},
  author       = {ANSD},
  year         = {2023},
  url          = {https://agridata.ansd.sn/dataset/indice-des-prix-a-la-production-pour-les-principales-cultures},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-senegal-indice-des-prix-a-la-production-pour-les-principales-cultu-6e1d7e0b}}
}

License

Released under CC BY 4.0.

Original data is published by ANSD. 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 2026-08-12 by the Electric Sheep Africa README system. Source URL: https://agridata.ansd.sn/dataset/indice-des-prix-a-la-production-pour-les-principales-cultures