electricsheepafrica/africa-mauritius-sex-ratio-for-the-population-at-each-census-5ff857f7

Sex Ratio for the Population At Each Census | Africa (MDPA)

17 rows - 1 Africa country/area - 2011 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 17 rows from MDPA, covering Sex Ratio for the Population At Each Census. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Labour and workforce datasets help analysts study employment, participation, skills, sectoral structure, and the movement of people through work and livelihoods.

Source-provided context: Sex ratio for the population at each census

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	17
Countries/areas	1
First period	2011
Last period	2011
Indicators	0
Columns	25
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MU	17	2011	2011	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.	852d85a7-93f7-4714-834e-20e306e07b69:0
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.	2011
census_year	int64	Source column from the original resource.	1851
male_republic_of_mauritius	int64	Source column from the original resource.	119668
female_republic_of_mauritius	int64	Source column from the original resource.	61650
sex_ratio_republic_of_mauritius	int64	Source column from the original resource.	194
male_island_of_mauritius	int64	Source column from the original resource.	119341
female_island_of_mauritius	int64	Source column from the original resource.	61482
sex_ratio_island_of_mauritius	int64	Source column from the original resource.	194
male_island_of_rodrigues	int64	Source column from the original resource.	327
female_island_of_rodrigues	int64	Source column from the original resource.	168
sex_ratio_island_of_rodrigues	int64	Source column from the original resource.	195
source_period_start_year	int64	Start year inferred from source metadata.	2011
source_period_end_year	int64	End year inferred from source metadata.	2011
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2011
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.	Sex ratio for the population at each census
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Sex-ratio-for-the-population-at-each-Census-1851-2011.csv
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	580bd11a-afa1-4845-b6b9-5426b2a671e3
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	852d85a7-93f7-4714-834e-20e306e07b69
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.govmu.org/dataset/580bd11a-afa1-4845-b6b9-5426b2a671e3/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

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritius-sex-ratio-for-the-population-at-each-census-5ff857f7")
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: Sex-ratio-for-the-population-at-each-Census-1851-2011.csv
• License: CC BY-SA 4.0
• Retrieved/generated: 2026-08-08T17:18:32Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-sex-ratio-for-the-population-at-each-census-5ff857f7

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 workforce composition over time
• Compare employment patterns across groups
• Join with education, population, and sector 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_sex_ratio_for_the_population_at_each_census_5ff857f7_2011,
  title        = {Sex Ratio for the Population At Each Census | Africa (MDPA)},
  author       = {MDPA},
  year         = {2011},
  url          = {https://data.govmu.org/dataset/sex-ratio-population-each-census},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-sex-ratio-for-the-population-at-each-census-5ff857f7}}
}

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/sex-ratio-population-each-census