datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ipfs_rwanda_laws
Rwanda Official Legislation Snapshot
Research snapshot of official national legislation.
Not legal advice. The official gazette / authentic source prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-17
Coverage
see MANIFEST.md / SUMMARY
Source type
minijust_official_gazette
Collector
scrapers/collect_rw.py
Laws / instruments
1,926
Articles
48,685
Language
rw
Jurisdiction
Rwanda
License
rw-official-texts… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_rwanda_laws.africa-ucdp-data-for-rwanda
Rwanda - Data on Conflict Events | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ucdp-data-for-rwanda.NMT_Rwandan-Gazette_parallel_data_en_kin
Dataset Details
Dataset Description
This is a curated parallel dataset from the Official Gazette of the Republic of Rwanda. It has been curated to extract corresponding English and Kinyarwanda text and in the future we shall add French to the mix
Curated by: Digital Umuganda
Language(s) (NLP): Kinyarwanda and English
License: cc-by-4.0
Dataset Sources [optional]
The dataset original content was retrieved from the Rwandan ministry of Justice website… See the full description on the dataset page: https://huggingface.co/datasets/DigitalUmuganda/NMT_Rwandan-Gazette_parallel_data_en_kin.ipfs_rwanda_laws_ir
Rwanda legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_rwanda_laws (revision 234f956fd27db41acebf934640e82cf152e53be8) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Rwanda prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only. No legal text was… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_rwanda_laws_ir.africa-world-bank-health-indicators-for-rwanda
Rwanda - Health | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets help researchers examine disease burden, service… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-health-indicators-for-rwanda.africa-world-bank-poverty-indicators-for-rwanda
Rwanda - Poverty | Africa (original)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence, build… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-poverty-indicators-for-rwanda.africa-hdro-data-for-rwanda
Rwanda - Human Development Indicators | Africa (original)
Size category: n<1K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets help researchers examine disease burden… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-hdro-data-for-rwanda.africa-world-bank-economy-and-growth-indicators-for-rwanda
Rwanda - Economy and Growth | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-economy-and-growth-indicators-for-rwanda.africa-world-bank-social-development-indicators-for-rwanda
Rwanda - Social Development | Africa (original)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-social-development-indicators-for-rwanda.africa-world-bank-gender-indicators-for-rwanda
Rwanda - Gender | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-gender-indicators-for-rwanda.africa-world-bank-aid-effectiveness-indicators-for-rwanda
Rwanda - Aid Effectiveness | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-aid-effectiveness-indicators-for-rwanda.africa-population-rwanda
EM-DAT - Country Profiles, Rwanda | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-population-rwanda.rwanda-spatialkin_cleaned_commonvoice_rwanda_200hoursafrica-world-bank-infrastructure-indicators-for-rwanda
Rwanda - Infrastructure | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-infrastructure-indicators-for-rwanda.africa-world-bank-urban-development-indicators-for-rwanda
Rwanda - Urban Development | Africa (original)
Size category: n<1K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets help researchers examine disease burden, service… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-urban-development-indicators-for-rwanda.africa-environment-rwanda
Rwanda - Environment | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-environment-rwanda.africa-rwanda-expenditure-on-gdp-in-billion-rwf-growth-rates-in-constant-2c85a227
Expenditure on GDP (in billion RWF) - Growth rates in constant prices (2025) | Africa (Rwanda Data Sharing Platform - NISR)
16 rows - 1 Africa country/area - 2025-01-01-2025-12-31 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 16 rows from Rwanda Data Sharing Platform - NISR, covering Expenditure on GDP (in billion RWF) - Growth rates in constant prices (2025). It is published as ML-ready Parquet with consistent Hugging Face… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-expenditure-on-gdp-in-billion-rwf-growth-rates-in-constant-2c85a227.africa-education-rwanda
Rwanda - Accessibility Indicators | Africa (original)
Size category: n<1K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets help researchers examine disease burden… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-education-rwanda.africa-rwanda-current-situation-fewsnet-fipe
Rwanda Current Situation FEWS NET Acutely Food Insecure Population Estimates Data | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-current-situation-fewsnet-fipe.rwandan_kinyarwanda_nonstandard_speech_v1.0This dataset provides 61.7 hours of Kinyarwanda speech recordings (14,739 samples) from 61 Rwandan speakers living with speech impairments. The participants represent a limited diversity of speech patterns, mostly stuttering, and a few examples of Dysarthria, Dysphonia, and Phonological disorders.
This dataset includes a split into a training, test and development set. The splits were created avoiding any overlap on the speaker or phrase level. All speech recordings of this datasets have been… See the full description on the dataset page: https://huggingface.co/datasets/cdli/rwandan_kinyarwanda_nonstandard_speech_v1.0.africa-world-bank-social-protection-and-labor-indicators-for-rwanda
Rwanda - Social Protection and Labor | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-social-protection-and-labor-indicators-for-rwanda.africa-rwanda-table-9-1-headcount-poverty-rate-e6d6ace4
Table 9.1: Headcount poverty rate (%) | Africa (Rwanda Data Sharing Platform - NISR)
8 rows - 1 Africa country/area - 2023-10-16-2024-10-15 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 8 rows from Rwanda Data Sharing Platform - NISR, covering Table 9.1: Headcount poverty rate (%). It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-table-9-1-headcount-poverty-rate-e6d6ace4.africa-demographics-rwanda
Rwanda - Risk Assessment Indicators | Africa (original)
Size category: n<1K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-demographics-rwanda.africa-rwanda-most-likely-fewsnet-fipe
Rwanda Most Likely FEWS NET Acutely Food Insecure Population Estimates Data | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-most-likely-fewsnet-fipe.africa-world-bank-trade-indicators-for-rwanda
Rwanda - Trade | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence, build… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-trade-indicators-for-rwanda.africa-daily-cross-border-trade-for-rwanda-6824
Rwanda Daily FEWS NET Cross Border Trade Data | Africa (original)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-daily-cross-border-trade-for-rwanda-6824.africa-world-bank-combined-indicators-for-rwanda
Rwanda - Economic, Social, Environmental, Health, Education, Development and Energy | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: climate_environment - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-world-bank-combined-indicators-for-rwanda.africa-rwanda-eicv5-vup-land-and-agriculture-2-752a7ce1
EICV5 (VUP): Land and agriculture (2) | Africa (Rwanda Data Sharing Platform - NISR)
27,198 rows - 1 Africa country/area - 2016-10-13-2017-10-22 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 27,198 rows from Rwanda Data Sharing Platform - NISR, covering EICV5 (VUP): Land and agriculture (2). It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-rwanda-eicv5-vup-land-and-agriculture-2-752a7ce1.africa-ifrc-appeals-data-for-rwanda
Rwanda - IFRC Appeals | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ifrc-appeals-data-for-rwanda.
