electricsheepafrica/africa-mauritius-imports-value-of-energy-sources-2021-2024-fuel-wood-d6980b89

Imports value of energy sources 2021 - 2024 - Fuel Wood | Africa (MDPA)

3 rows - 1 Africa country/area - 2022-2024 - 1 indicator - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 3 rows from MDPA, covering Imports value of energy sources 2021 - 2024 - Fuel Wood. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Economic datasets help analysts examine production, prices, public finance, trade flows, market conditions, and macroeconomic change.

Source-provided context: Dataset shows the Imports value of energy sources from 2021 to 2024

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	3
Countries/areas	1
First period	2022
Last period	2024
Indicators	1
Columns	15
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MUS	3	2022	2024	Mauritius

Indicators, Variables, Or Resource Contents

• imports-value-of-energy-sources-2021-2024-fuel-wood-d6980b89 - Imports value of energy sources 2021 - 2024 - Fuel Wood(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	imports-value-of-energy-sources-2021-2024-fuel-wood-d6980b89
indicator_name	string	Human-readable indicator name.	Imports value of energy sources 2021 - 2024 - Fuel Wood
country_iso3	string	ISO3 country or area code.	MUS
country_name	string	Country or area name.	Mauritius
year	int64	Observation year.	2022
value	double	Numeric observation value.	1078.0
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
source_provider	string	Publishing organization.	MDPA
source_dataset	string	Source dataset or package title.	Imports value of energy sources 2021 - 2024
source_resource	string	Source resource title, table name, or file name.	Imports value of energy sources 2021 - 2024.csv
source_package_id	string	Source package identifier.	3b271e76-0a91-437e-acfa-4997b0707b95
source_resource_id	string	Source resource identifier.	0acca499-fa33-4354-8a7f-fdc1bfdf0062
source_url	string	Original source URL or download URL.	https://data.govmu.org/dataset/3b271e76-0a91-437e-acfa-4997b0707b95/r...
license_id	string	Source license identifier.	cc-by
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-16T18:12:36Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-imports-value-of-energy-sources-2021-2024-fuel-wood-d6980b89")
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"] == "MUS"]

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: Imports value of energy sources 2021 - 2024.csv
• License: CC BY 4.0
• Retrieved/generated: 2026-07-16T18:12:42Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-imports-value-of-energy-sources-2021-2024-fuel-wood-d6980b89

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

• Build time-series dashboards
• Compare economic indicators
• Join with population or sector 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_imports_value_of_energy_sources_2021_2024_fuel_wood_d6980b89_2024,
  title        = {Imports value of energy sources 2021 - 2024 - Fuel Wood | Africa (MDPA)},
  author       = {MDPA},
  year         = {2024},
  url          = {https://data.govmu.org/dataset/imports-value-of-energy-sources-2021-2024},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-imports-value-of-energy-sources-2021-2024-fuel-wood-d6980b89}}
}

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/imports-value-of-energy-sources-2021-2024