Datasetpublic

electricsheepafrica/africa-mauritius-main-indicators-secondary-education-in-the-republic-of-mau-13f3c072

Main Indicators Secondary Education in the Republic of Mau | Africa (MDPA) 125 rows - 1 Africa country/area - 2019-2024 - 25 indicators - Engineered by Electric Sheep Africa TL;DR This dataset contains 125 rows from MDPA, covering Main Indicators Secondary Education in the Republic of Mau. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples. What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-main-indicators-secondary-education-in-the-republic-of-mau-13f3c072.

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Dataset Card

Main Indicators Secondary Education in the Republic of Mau | Africa (MDPA)

125 rows - 1 Africa country/area - 2019-2024 - 25 indicators - Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

TL;DR

This dataset contains 125 rows from MDPA, covering Main Indicators Secondary Education in the Republic of Mau. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Education datasets help analysts study access, participation, learning systems, infrastructure, and outcomes across places and periods.

Source-provided context: Dataset shows main indicators Secondary education in the Republic of Mauritius from year 2019 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	125
Countries/areas	1
First period	2019
Last period	2024
Indicators	25
Columns	18
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
`MU`	125	2019	2024	`Mauritius`

Indicators, Variables, Or Resource Contents

—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-001d0cf4 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - number of schools(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-d642e10d - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - enrolment(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-6e41aa7f - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - proportio female enrolment(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-b2b3958e - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ratio of girls to boys(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-214180c4 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - number of teachers(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-b429a798 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ger unesco(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-a30ba177 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ger unesco male(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-59a73c2c - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ger unesco female(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-0e20e256 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ger(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-84d6a0c6 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ger male(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-85a6f73c - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ger female(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-c508595e - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - gender parity index(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-66b28eef - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ner unesco(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-853c3e9b - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ner unesco male(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-d7add33d - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ner unesco female(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-7d31f6ef - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ner(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-3d3921c9 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ner male(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-a89a96b5 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - ner female(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-d5252df9 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - pupil teacher ratio(sourceunitsunspecified)
—main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-e2431594 - Main indicators Secondary education in the Republic of Mauritius 2019 to 2024 - sc pass rate(sourceunitsunspecified)
—... 5 more indicators

Schema

Column	Type	Description	Example
`indicator_id`	`string`	Stable source or Electric Sheep Africa indicator identifier.	`main-indicators-secondary-education-in-the-republic-of-mauritius-2019...`
`indicator_name`	`string`	Human-readable indicator name.	`Main indicators Secondary education in the Republic of Mauritius 2019...`
`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.	`181.0`
`unit`	`string`	Measurement unit, when supplied by the source.	`source_units_unspecified`
`source_period_start_year`	`int64`	Start year inferred from source metadata.	`2019`
`source_period_end_year`	`int64`	End year inferred from source metadata.	`2024`
`source_period_label`	`dictionary<values=string, indices=int8, ordered=0>`	Source column from the original resource.	`2019-2024`
`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.	`Main indicators Secondary education in the Republic of Mauritius 2019...`
`source_resource`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource title, table name, or file name.	`main indicators Secondary 2019 to 2024.csv`
`source_package_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source package identifier.	`b6c3ad05-445c-4cd6-a1b4-cc3d9d82d151`
`source_resource_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource identifier.	`e4d641c9-6d9e-4725-a320-a7d1cc2273b7`
`source_url`	`dictionary<values=string, indices=int8, ordered=0>`	Original source URL or download URL.	`https://data.govmu.org/dataset/b6c3ad05-445c-4cd6-a1b4-cc3d9d82d151/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

python

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-main-indicators-secondary-education-in-the-republic-of-mau-13f3c072")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

python

print(df.info())
print(df.head())

Filter By Geography

python

if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "MU"]

Time-Series Pattern

python

if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

python

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: main indicators Secondary 2019 to 2024.csv
—License: CC BY 4.0
—Retrieved/generated: 2026-08-08T16:27:41Z
—Hugging Face repo: electricsheepafrica/africa-mauritius-main-indicators-secondary-education-in-the-republic-of-mau-13f3c072

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

—Compare education indicators by geography
—Track participation or completion trends
—Join with population and poverty indicators
—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

bibtex

@misc{electric_sheep_africa_africa_mauritius_main_indicators_secondary_education_in_the_republic_of_mau_13f3_2024,
  title        = {Main Indicators Secondary Education in the Republic of Mau | Africa (MDPA)},
  author       = {MDPA},
  year         = {2024},
  url          = {https://data.govmu.org/dataset/main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-2024},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-main-indicators-secondary-education-in-the-republic-of-mau-13f3c072}}
}

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.

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.govmu.org/dataset/main-indicators-secondary-education-in-the-republic-of-mauritius-2019-to-2024