electricsheepafrica/africa-mauritius-value-added-eoe-sector-1990-to-1999-16042a36

Value Added Eoe Sector 1990 to 1999 | Africa (MDPA)

5 rows - 1 Africa country/area - 1990-1999 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 5 rows from MDPA, covering Value Added Eoe Sector 1990 to 1999. 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 value added in the Export Oriented Enterprise Sector for year 1990 to 1999

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: not detected.
• Time coverage basis: source metadata.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	5
Countries/areas	1
First period	1990
Last period	1999
Indicators	0
Columns	26
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MU	5	1990	1999	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.	312441c0-4577-4623-91f6-80dc3b93668b:tab1:0
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
source_sheet	string	Source column from the original resource.	Tab1
ii_labour_productivity_index_2007_100	string	Source column from the original resource.	(iii) Labour productivity Index (2000 = 100 )
n_a	double	Source column from the original resource.	57.63776550824902
n_a_2	double	Source column from the original resource.	60.11370864928253
n_a_3	double	Source column from the original resource.	64.77047173862522
n_a_4	double	Source column from the original resource.	71.45818573363644
n_a_5	double	Source column from the original resource.	76.84861654562751
n_a_6	double	Source column from the original resource.	82.60506722320261
n_a_7	double	Source column from the original resource.	88.1672789103241
n_a_8	double	Source column from the original resource.	89.34074340820199
n_a_9	double	Source column from the original resource.	90.64905531167123
n_a_10	double	Source column from the original resource.	94.43406861507916
source_period_start_year	int64	Start year inferred from source metadata.	1990
source_period_end_year	int64	End year inferred from source metadata.	1999
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	1990-1999
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.	Value added EOE sector 1990 to 1999
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Source file: main EOE Indicators 1990 to 1999.xlsx
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	f9dd0d67-b654-4791-8c5d-8330239f0994
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	312441c0-4577-4623-91f6-80dc3b93668b
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.govmu.org/dataset/f9dd0d67-b654-4791-8c5d-8330239f0994/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-value-added-eoe-sector-1990-to-1999-16042a36")
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

• No canonical year/date column was detected in the packaged table; use source metadata and domain context for temporal interpretation.
• 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: Source file: main EOE Indicators 1990 to 1999.xlsx
• License: CC BY 4.0
• Retrieved/generated: 2026-08-08T16:31:49Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-value-added-eoe-sector-1990-to-1999-16042a36

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

Citation

@misc{electric_sheep_africa_africa_mauritius_value_added_eoe_sector_1990_to_1999_16042a36_1999,
  title        = {Value Added Eoe Sector 1990 to 1999 | Africa (MDPA)},
  author       = {MDPA},
  year         = {1999},
  url          = {https://data.govmu.org/dataset/value-added-eoe-sector-1990-to-1999},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-value-added-eoe-sector-1990-to-1999-16042a36}}
}

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/value-added-eoe-sector-1990-to-1999