electricsheepafrica/africa-mauritius-monthly-production-of-food-crops-in-protected-cultures-soi-d3aea346

Monthly Production of Food Crops in Protected Cultures Soi | Africa (MDPA)

54 rows - 1 Africa country/area - 2019 - 12 indicators - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 54 rows from MDPA, covering Monthly Production of Food Crops in Protected Cultures Soi. 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: Monthly Production of Vegetables in Protected Cultures - Soil Cultures for the year 2019 in Mauritius

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	54
Countries/areas	1
First period	2019
Last period	2019
Indicators	12
Columns	20
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MU	54	2019	2019	Mauritius

Indicators, Variables, Or Resource Contents

• monthly-production-of-food-crops-in-protected-cultures-soil-culture-janu-5d419f86 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - january(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-febr-5f91cc45 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - february(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-marc-f44a67ef - Monthly Production of Food Crops in Protected Cultures – Soil Culture - march(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-apri-b36b566d - Monthly Production of Food Crops in Protected Cultures – Soil Culture - april(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-may-6e1bb676 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - may(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-june-39b22f2b - Monthly Production of Food Crops in Protected Cultures – Soil Culture - june(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-july-60e2f861 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - july(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-augu-c191d315 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - august(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-sept-a3b28fca - Monthly Production of Food Crops in Protected Cultures – Soil Culture - september(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-octo-cb49eab5 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - october(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-nove-8b54f706 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - november(source_units_unspecified)
• monthly-production-of-food-crops-in-protected-cultures-soil-culture-dece-6b47c025 - Monthly Production of Food Crops in Protected Cultures – Soil Culture - december(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	monthly-production-of-food-crops-in-protected-cultures-soil-culture-j...
indicator_name	string	Human-readable indicator name.	Monthly Production of Food Crops in Protected Cultures – Soil Culture...
country_iso3	string	ISO3 country or area code.	MU
country_name	string	Country or area name.	Mauritius
year	int64	Observation year.	2019
value	double	Numeric observation value.	2.22
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_category_food_crops	string	Source dimension retained during long-form normalization.	Cucumber
dimension_sub_category_food_crops	string	Source dimension retained during long-form normalization.	``
source_period_start_year	int64	Start year inferred from source metadata.	2019
source_period_end_year	int64	End year inferred from source metadata.	2019
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2019
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	MDPA
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Monthly Production of Food Crops in Protected Cultures – Soil Culture
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Monthly-Production-of-Food-Crops-in-Protected-Cultures-Soil-Culture.csv
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	c2a0704a-ed0b-4e57-83b0-eec548689672
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	b0d7171b-5992-41bf-9d39-e473cba65d0e
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.govmu.org/dataset/c2a0704a-ed0b-4e57-83b0-eec548689672/r...
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	CC-BY-SA-4.0
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-08-08T16:26:20Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-monthly-production-of-food-crops-in-protected-cultures-soi-d3aea346")
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"] == "MU"]

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: MDPA
• Publisher: MDPA
• Portal: https://data.govmu.org
• Resource: Monthly-Production-of-Food-Crops-in-Protected-Cultures-Soil-Culture.csv
• License: CC BY-SA 4.0
• Retrieved/generated: 2026-08-08T17:13:19Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-monthly-production-of-food-crops-in-protected-cultures-soi-d3aea346

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_mauritius_monthly_production_of_food_crops_in_protected_cultures_soi_d3ae_2019,
  title        = {Monthly Production of Food Crops in Protected Cultures Soi | Africa (MDPA)},
  author       = {MDPA},
  year         = {2019},
  url          = {https://data.govmu.org/dataset/monthly-production-food-crops-protected-cultures-soil-culture},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-monthly-production-of-food-crops-in-protected-cultures-soi-d3aea346}}
}

License

Released under CC BY-SA 4.0.

Original data is published by MDPA. 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 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.govmu.org/dataset/monthly-production-food-crops-protected-cultures-soil-culture