electricsheepafrica/africa-mauritius-carer-allowance-for-basic-invalid-pensioner-number-of-bene-4dd17bbb

Carer Allowance for Basic Invalid Pensioner Number of Bene | Africa (MDPA)

213 rows - 1 Africa country/area - 2015-2020 - 12 indicators - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 213 rows from MDPA, covering Carer Allowance for Basic Invalid Pensioner Number of Bene. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Official statistics datasets help analysts inspect public data as published by governments, national statistical systems, and regional data portals.

Source-provided context: The data shows number Carer's Allowance for Basic Invalid's Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius for the year 2003 to 2021

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	213
Countries/areas	1
First period	2015
Last period	2020
Indicators	12
Columns	19
Source format	CSV

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MU	213	2015	2020	Mauritius

Indicators, Variables, Or Resource Contents

• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-232846db - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - end year(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-63eaaa36 - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 0 14(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-c16317f7 - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 15 19(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-ce78522f - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 20 24(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-1b42b816 - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 25 29(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-07edbf4e - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 30 34(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-d22bfa2c - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 35 39(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-f2e1ac46 - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 40 44(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-75cfe5cf - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 45 49(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-6a83a48b - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 50 54(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-d645f22e - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - d 55 59(source_units_unspecified)
• carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-by-a-65362b24 - Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries by age-group and rate per month, Republic of Mauritius - rate per month(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	carer-allowance-for-basic-invalid-pensioner-number-of-beneficiaries-b...
indicator_name	string	Human-readable indicator name.	Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries...
country_iso3	string	ISO3 country or area code.	MU
country_name	string	Country or area name.	Mauritius
year	int64	Observation year.	2015
value	double	Numeric observation value.	2016.0
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_country	string	Source dimension retained during long-form normalization.	Republic of Mauritius
source_period_start_year	int64	Start year inferred from source metadata.	2015
source_period_end_year	int64	End year inferred from source metadata.	2021
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2015-2021
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.	Carer Allowance for Basic Invalid Pensioner - Number of beneficiaries...
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	NoOfBeneficiariesByAgeGroup_Rate_2015-2021.csv
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	7ccda606-e4f6-4197-80b6-25b591159361
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	6e9cab70-6fad-4d83-b88c-0ce4fe6b6d06
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.govmu.org/dataset/7ccda606-e4f6-4197-80b6-25b591159361/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-carer-allowance-for-basic-invalid-pensioner-number-of-bene-4dd17bbb")
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: NoOfBeneficiariesByAgeGroup_Rate_2015-2021.csv
• License: CC BY-SA 4.0
• Retrieved/generated: 2026-08-08T16:47:58Z
• Hugging Face repo: electricsheepafrica/africa-mauritius-carer-allowance-for-basic-invalid-pensioner-number-of-bene-4dd17bbb

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

• Profile the distribution of values
• Compare categories or geographies
• Join with complementary public datasets
• 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_carer_allowance_for_basic_invalid_pensioner_number_of_bene_4dd1_2020,
  title        = {Carer Allowance for Basic Invalid Pensioner Number of Bene | Africa (MDPA)},
  author       = {MDPA},
  year         = {2020},
  url          = {https://data.govmu.org/dataset/carers-allowance-basic-invalids-pensioner-number-beneficiaries-age-group-and-rate-month},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-carer-allowance-for-basic-invalid-pensioner-number-of-bene-4dd17bbb}}
}

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/carers-allowance-basic-invalids-pensioner-number-beneficiaries-age-group-and-rate-month