Datasetpublic

electricsheepafrica/africa-mauritius-cambridge-higher-school-certificate-hsc-examination-result-ed0ba04b

Cambridge Higher School Certificate Hsc Examination Result | Africa (MDPA) 513 rows - 1 Africa country/area - 1989-2007 - 27 indicators - Engineered by Electric Sheep Africa TL;DR This dataset contains 513 rows from MDPA, covering Cambridge Higher School Certificate Hsc Examination Result. 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-cambridge-higher-school-certificate-hsc-examination-result-ed0ba04b.

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Dataset Card

Cambridge Higher School Certificate Hsc Examination Result | Africa (MDPA)

513 rows - 1 Africa country/area - 1989-2007 - 27 indicators - Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

TL;DR

This dataset contains 513 rows from MDPA, covering Cambridge Higher School Certificate Hsc Examination Result. 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.

This dataset covers Cambridge Higher School Certificate Hsc Examination Result from MDPA. Use the source and schema sections below to confirm definitions, units, and collection methodology before sensitive analytical use.

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	513
Countries/areas	1
First period	1989
Last period	2007
Indicators	27
Columns	19
Source format	XLS

Geographic Coverage

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

Area	Rows	First year	Last year	Name
`MU`	513	1989	2007	`Mauritius`

Indicators, Variables, Or Resource Contents

—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-5a58c7b3 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 3858(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-a8a3e7d2 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 2162(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-31025b49 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 1696(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-8254b7b4 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 2028(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-a97cfd19 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 1102(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-46a74732 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 926(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-e2032d6e - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 52 56609642301711(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-ec8572bb - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 50 9713228492137(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-32d839f9 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 54 59905660377359(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-5168f08a - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 12(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-7450889e - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 7(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-9aa9eb36 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 5(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-de366eb0 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 8(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-90d09d1f - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 6(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-cc9d5e03 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 2(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-a61b394b - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 66 66666666666666(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-a7ca0771 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 85 71428571428571(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-91c3fdc2 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 40(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-730bc79b - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 3870(sourceunitsunspecified)
—cambridge-higher-school-certificate-hsc-examination-results-island-of-ma-3953b2d6 - Cambridge Higher School Certificate (HSC) examination results, Island of Mauritius, 1980 - 2019 - d 2169(sourceunitsunspecified)
—... 7 more indicators

Schema

Column	Type	Description	Example
`indicator_id`	`string`	Stable source or Electric Sheep Africa indicator identifier.	`cambridge-higher-school-certificate-hsc-examination-results-island-of...`
`indicator_name`	`string`	Human-readable indicator name.	`Cambridge Higher School Certificate (HSC) examination results, Island...`
`country_iso3`	`string`	ISO3 country or area code.	`MU`
`source_sheet`	`string`	Source column from the original resource.	`T 3.5`
`country_name`	`string`	Country or area name.	`Mauritius`
`year`	`int64`	Observation year.	`1989`
`value`	`double`	Numeric observation value.	`4104.0`
`unit`	`string`	Measurement unit, when supplied by the source.	`source_units_unspecified`
`source_period_start_year`	`int64`	Start year inferred from source metadata.	`1980`
`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.	`1980-2019`
`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.	`Cambridge Higher School Certificate (HSC) examination results, Island...`
`source_resource`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource title, table name, or file name.	`SOURCE~1_2.XLS`
`source_package_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source package identifier.	`a8801ee3-88e3-4bd8-a50f-86a904ee25bb`
`source_resource_id`	`dictionary<values=string, indices=int8, ordered=0>`	Source resource identifier.	`c08c4418-3960-4d3a-acaa-2e595a6feb50`
`source_url`	`dictionary<values=string, indices=int8, ordered=0>`	Original source URL or download URL.	`https://data.govmu.org/dataset/a8801ee3-88e3-4bd8-a50f-86a904ee25bb/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

python

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-cambridge-higher-school-certificate-hsc-examination-result-ed0ba04b")
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: SOURCE~1_2.XLS
—License: CC BY-SA 4.0
—Retrieved/generated: 2026-08-08T17:15:28Z
—Hugging Face repo: electricsheepafrica/africa-mauritius-cambridge-higher-school-certificate-hsc-examination-result-ed0ba04b

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_cambridge_higher_school_certificate_hsc_examination_result_ed0b_2007,
  title        = {Cambridge Higher School Certificate Hsc Examination Result | Africa (MDPA)},
  author       = {MDPA},
  year         = {2007},
  url          = {https://data.govmu.org/dataset/cambridge-higher-school-certificate-hsc-examination-results-island-mauritius-1980-2019},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-cambridge-higher-school-certificate-hsc-examination-result-ed0ba04b}}
}

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.

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.govmu.org/dataset/cambridge-higher-school-certificate-hsc-examination-results-island-mauritius-1980-2019