electricsheepafrica/africa-rwanda-natality-and-fertility-indicators-among-women-aged-10-year-e4f16876

Natality and fertility indicators among women aged 10 years and above (2022) | Africa (Rwanda Data Sharing Platform - NISR)

6 rows - 1 Africa country - 2022-08-01-2022-08-31 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one public table from Rwanda's official Data Sharing Platform as ML-ready Parquet. The source package is the provenance boundary: all usable source columns from this table stay together in this repo.

About the source

• Source: Natality and fertility indicators among women aged 10 years and above (2022)
• Publisher: NISR
• Portal: Rwanda Data Sharing Platform
• Dataset ID: 692c92b4-1367-4ac5-b2b0-aa1df994452a
• Schema: PHC5_2022_Main_Indicators
• Table: phc5_2022_main_indicators_table33
• Sectors: National Statistics, Demographics
• Source tags: Aggregated data
• Period: 2022-08-01-2022-08-31
• Resource: CSV package
• License: CC BY 4.0
• Packaging mode: tabular_resource

Source description

Summary: This aggregated data table contains data on natality and fertility indicators among women aged 10 years and above. This data was collected in the 5th Rwanda Population and Housing Census (PHC5) in August 2022. Geographic Coverage: National coverage (Rwanda), with disaggregation up to Province and District level. Time Period: The 5th Rwanda Population and Housing Census was conducted in August 2022. Frequency: The Rwanda Population and Housing Census is conducted every 10 years. Population/Units: Household members Key Variables: Resident population counts, Population share, Population density Purpose: Measuring progress in Rwanda's development calls for the availability of economic, demographic and social statistical data necessary to compile developmental indicators at different levels and points in time. This census thus comes to serve that purpose. Data Quality Notes: Data quality assessment published at https://statistics.gov.rw/data-sources/censuses/Population-and-Housing-Census/fifth-population-and-housing-census-2022/rphc5-thematic-reports/rphc5-thematic-report-data-quality-assessment .

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
RWA	6	n/a	n/a	Rwanda

Indicators or Resource Contents

• This source package is published as a normalized tabular resource.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa packaging.	692c92b4-1367-4ac5-b2b0-aa1df994452a:0
country_iso3	string	ISO3 country code.	RWA
country_name	string	Country name.	Rwanda
id	int64	Row ID	1
province	string	Province	Rwanda
number_of_women_aged_10_years_and_above	int64	Number of women aged 10 years and above	5117220
number_of_births_in_previous_12_months	int64	Number of births in previous 12 months	364549
standardized_birth_rate_sbr_number_of_births_per_1000_po	float64	Standardized Birth Rate (SBR): Number of births per 1000 population	27.4
general_fertility_rate_gfr_number_of_births_per_1000_wom	float64	General Fertility Rate (GFR): Number of births per 1000 women	105.5
source_provider	string	Publishing organization.	NISR
source_dataset	string	Source dataset title.	Natality and fertility indicators among women aged 10 years and above (...
source_resource	string	Source table name.	phc5_2022_main_indicators_table33
source_package_id	string	Rwanda Data Sharing Platform dataset UUID.	692c92b4-1367-4ac5-b2b0-aa1df994452a
source_resource_id	string	Rwanda Data Sharing Platform dataset UUID.	692c92b4-1367-4ac5-b2b0-aa1df994452a
source_url	string	Original source download URL.	https://api.data.gov.rw/api/v1/datasets/public/692c92b4-1367-4ac5-b2b0-...
license_id	string	Source license identifier.	cc-by-4.0
retrieved_at	string	UTC retrieval timestamp.	2026-07-18T11:48:51Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-rwanda-natality-and-fertility-indicators-among-women-aged-10-year-e4f16876")
df = ds["train"].to_pandas()
print(df.head())

Filter to Rwanda

rwanda = df[df["country_iso3"] == "RWA"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_rwanda_natality_and_fertility_indicators_among_women_aged_10_year_e4f1687_2026,
  title        = {Natality and fertility indicators among women aged 10 years and above (2022) | Africa (Rwanda Data Sharing Platform - NISR)},
  author       = {NISR},
  year         = {2026},
  url          = {https://api.data.gov.rw/api/v1/datasets/public/692c92b4-1367-4ac5-b2b0-aa1df994452a},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-natality-and-fertility-indicators-among-women-aged-10-year-e4f16876}}
}

License

Released under CC BY 4.0.

Original data (c) NISR. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

---

Provenance: ingested 2026-07-18 via the Electric Sheep pipeline. Source URL: https://api.data.gov.rw/api/v1/datasets/public/692c92b4-1367-4ac5-b2b0-aa1df994452a/download?format=csv