electricsheepafrica/africa-mauritius-eoe-imports-of-selected-commodities-by-sitc-section-quarte-ecd3c0f2

Eoe Imports of Selected Commodities by Sitc Section Quarte | Africa (MDPA)

13 rows - 1 Africa country/area - 2013 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 13 rows from MDPA, covering Eoe Imports of Selected Commodities by Sitc Section Quarte. 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: Export Oriented Enterprises imports of selected commodities by SITC section Quarterwise for year 2013

How To Read This Dataset

• One row means: one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	13
Countries/areas	1
First period	2013
Last period	2013
Indicators	0
Columns	21
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MU	13	2013	2013	Mauritius

Indicators, Variables, Or Resource Contents

• This repo preserves one source tabular resource with its usable columns kept together.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa engineering.	4820e43b-f72c-4d64-8d9d-1f077533d001:0
country_iso3	dictionary<values=string, indices=int8, ordered=0>	ISO3 country or area code.	MU
country_name	dictionary<values=string, indices=int8, ordered=0>	Country or area name.	Mauritius
year	int64	Observation year.	2013
commodities	string	Source column from the original resource.	Food and live animals
sub_category	string	Source column from the original resource.	Food and live animals
d_1st_qr	int64	Source column from the original resource.	1851
d_2nd_qr	int64	Source column from the original resource.	2317
d_3rd_qr	int64	Source column from the original resource.	2398
d_4th_qr	int64	Source column from the original resource.	1760
source_period_start_year	int64	Start year inferred from source metadata.	2013
source_period_end_year	int64	End year inferred from source metadata.	2013
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2013
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.	EOE imports of selected commodities by SITC section Quarterwise for y...
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	EOE imports of selected commodities by SITC section Quarterwise for y...
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	c43917f1-0285-4f80-912e-f5a8e1b61ce6
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	4820e43b-f72c-4d64-8d9d-1f077533d001
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.govmu.org/dataset/c43917f1-0285-4f80-912e-f5a8e1b61ce6/r...
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.	2026-08-08T16:26:20Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-eoe-imports-of-selected-commodities-by-sitc-section-quarte-ecd3c0f2")
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: EOE imports of selected commodities by SITC section Quarterwise for year 2013.csv
• License: CC BY 4.0
• Retrieved/generated: 2026-08-08T16:51:11Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-eoe-imports-of-selected-commodities-by-sitc-section-quarte-ecd3c0f2

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
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_mauritius_eoe_imports_of_selected_commodities_by_sitc_section_quarte_ecd3_2013,
  title        = {Eoe Imports of Selected Commodities by Sitc Section Quarte | Africa (MDPA)},
  author       = {MDPA},
  year         = {2013},
  url          = {https://data.govmu.org/dataset/eoe-imports-of-selected-commodities-by-sitc-section-quarterwise-for-year-2013},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-eoe-imports-of-selected-commodities-by-sitc-section-quarte-ecd3c0f2}}
}

License

Released under CC BY 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/eoe-imports-of-selected-commodities-by-sitc-section-quarterwise-for-year-2013