datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-drc-congo-dem-rep-environment-9b29113f
Congo, Dem. Rep. - Environment | Africa (DRC official open data)
4,653 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Congo, Dem. Rep. - Environment
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-environment-9b29113f.africa-drc-congo-dem-rep-economic-social-environmental-health-educati-31d990f8
Congo, Dem. Rep. - Economic, Social, Environmental, Health, Education, Development and Energy | Africa (DRC official open data)
67,652 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-economic-social-environmental-health-educati-31d990f8.audios-lingala-annotatees
Annotated Lingala Dataset – Full Version
Description
This dataset gathers annotated Lingala audio data, intended for open-source automatic speech recognition (ASR) research and for fine-tuning Whisper-type models.
It includes:
the original audio files (viewable directly in the Hugging Face viewer)
text transcriptions
Mel spectrograms
tokenized labels
Overall statistics
Metric
Value
Total volume
5 h 0 min 18 s
Number of audio segments… See the full description on the dataset page: https://huggingface.co/datasets/Congo-digital-service/audios-lingala-annotatees.audios-lingala-annotatees-v2
Annotated Lingala Audio — canonical corpus
Annotated Lingala speech for open automatic speech recognition research and for
fine-tuning speech models.
This release is a full reconstruction of the corpus from its source
recordings and annotations. It supersedes
Congo-digital-service/audios-lingala-annotatees,
which is deprecated — see Relationship to the previous release below.
What this dataset contains
Each row is one annotated speech segment, carrying the audio… See the full description on the dataset page: https://huggingface.co/datasets/Congo-digital-service/audios-lingala-annotatees-v2.ipfs_congobrazzaville_laws
Republic of the Congo / Congo-Brazzaville Laws and Journal Officiel (sgg.cg / Primature / Présidence / AN)
Research snapshot of official national legislation from *SGG (sgg.cg) + Primature (primature.gouv.cg) + Présidence (presidence.cg) + Assemblée nationale + Finances + Gouvernement / Justice / JO (.cg / *.gouv.cg)**.
Not legal advice. The official gazette / authentic source prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-18… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_congobrazzaville_laws.Dataset-Lingala-Alpaca-LLM
Lingala Alpaca LLM Dataset
This dataset contains human-generated instruction-following data in Lingala, inspired by the Alpaca dataset format, covering five task categories (formal, pedagogical, summary, urban, translation) across five public-interest domains, with a balanced representation of stylistic categories and instruction types.
General Statistics
Total volume: 6,664 lines in total.
Number of unique source texts: 1,772.
Structure: The dataset is divided… See the full description on the dataset page: https://huggingface.co/datasets/Congo-digital-service/Dataset-Lingala-Alpaca-LLM.dataset-qwen-vl-lingala-qlora-vf
Qwen-VL Lingala OCR Dataset
Description
Image/text pairs for training a Qwen2-VL model to perform OCR on Lingala text, including the two special characters absent from the standard Latin alphabet: ɔ (U+0254) and ɛ (U+025B).
train: original + augmented images (noise, brightness/contrast, light blur), with targeted oversampling of lines containing ɔ/ɛ.
test: original, non-augmented images only, held out before any oversampling to avoid data leakage.… See the full description on the dataset page: https://huggingface.co/datasets/Congo-digital-service/dataset-qwen-vl-lingala-qlora-vf.Lingala-Alpaca-Dataset-Augmented
Lingala Alpaca LLM Dataset (Augmented)
This dataset is an augmented version of the original dataset available at Congo-digital-service/Dataset-Lingala-Alpaca-LLM, with a larger and more diverse training set than the source, while preserving the original dataset's purpose and structure.
Dataset Structure
Same fields as the source dataset: instruction, input, output, source_project, split into train and test. See the source dataset card for the category/domain… See the full description on the dataset page: https://huggingface.co/datasets/Congo-digital-service/Lingala-Alpaca-Dataset-Augmented.qwen-vl-lingala-dataset-augmented
Augmentation
This dataset derives from dataset-qwen-vl-lingala-qlora-vf (417 train / 50 test) through an augmentation step applied to the training image-text pairs, bringing the training volume to 884 examples.
Augmentation method: the 467 additional training examples compared to the source (417 → 884) are obtained mainly through controlled degradation of the input image — noise, brightness/contrast variation, light blur — rather than through synthetic content generation or text… See the full description on the dataset page: https://huggingface.co/datasets/Congo-digital-service/qwen-vl-lingala-dataset-augmented.africa-world-bank-health-indicators-for-congo-rep
Congo, Rep. - Health | Africa (original)
Size category: 1K<n<10K - 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-congo-rep.africa-drc-republique-democratique-du-congo-presence-operationnelle-5e3d8cfa
République Démocratique du Congo : Présence Opérationnelle | Africa (DRC official open data)
5,434 rows - 1 Africa country - 2025-2027 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: République Démocratique du Congo… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-republique-democratique-du-congo-presence-operationnelle-5e3d8cfa.africa-drc-democratic-republic-of-the-congo-subnational-displacement-8985262e
Democratic Republic of the Congo - Subnational Displacement Forecasts | Africa (DRC official open data)
612 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Democratic Republic of the… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-subnational-displacement-8985262e.africa-drc-congo-dem-rep-health-08a1859d
Congo, Dem. Rep. - Health | Africa (DRC official open data)
9,533 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Congo, Dem. Rep. - Health
Publisher: World Bank Group
Resource:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-health-08a1859d.africa-world-bank-private-sector-indicators-for-congo-dem-rep
Congo, Dem. Rep. - Private Sector | 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-private-sector-indicators-for-congo-dem-rep.africa-ucdp-data-for-democratic-republic-of-the-congo
Democratic Republic of the Congo - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ucdp-data-for-democratic-republic-of-the-congo.africa-drc-democratic-republic-of-the-congo-greenhouse-gas-and-air-po-d6b488f2
Democratic Republic of the Congo: Greenhouse Gas and Air Pollutant Emissions | Africa (DRC official open data)
16,866 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Democratic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-greenhouse-gas-and-air-po-d6b488f2.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-dd48c402
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
9,829 rows - 1 Africa country - 1900-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-dd48c402.africa-drc-republique-democratique-du-congo-acces-humanitaire-296dd0bb
République Démocratique du Congo : Accès Humanitaire | Africa (DRC official open data)
110 rows - 1 Africa country - 2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: République Démocratique du Congo : Accès… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-republique-democratique-du-congo-acces-humanitaire-296dd0bb.africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-ac3100ca
Democratic Republic of the Congo: Displacement - [returnees] - Site Assessment [OCHA] | Africa (DRC official open data)
144,497 rows - 1 Africa country - 2022-2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-democratic-republic-of-the-congo-displacement-returnees-si-ac3100ca.africa-drc-republique-democratique-du-congo-presence-operationnelle-0581a561
République Démocratique du Congo : Présence Opérationnelle | Africa (DRC official open data)
1,333 rows - 1 Africa country - 2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: République Démocratique du Congo :… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-republique-democratique-du-congo-presence-operationnelle-0581a561.africa-drc-congo-dem-rep-energy-and-mining-bcc01970
Congo, Dem. Rep. - Energy and Mining | Africa (DRC official open data)
1,227 rows - 1 Africa country - 1962-2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Congo, Dem. Rep. - Energy and Mining
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-energy-and-mining-bcc01970.congo-cd-news-dataset
Dataset Card for "congo-cd-news-dataset"
More Information needed
africa-drc-congo-dem-rep-climate-change-c945e5e5
Congo, Dem. Rep. - Climate Change | Africa (DRC official open data)
1,545 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Congo, Dem. Rep. - Climate Change
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-climate-change-c945e5e5.africa-drc-republique-democratique-du-congo-presence-operationnelle-9a1aa764
République Démocratique du Congo : Présence Opérationnelle | Africa (DRC official open data)
4,203 rows - 1 Africa country - 1900-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: République Démocratique du Congo… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-republique-democratique-du-congo-presence-operationnelle-9a1aa764.africa-drc-congo-the-democratic-republic-of-the-most-likely-fews-net-faac5453
Congo, The Democratic Republic of the Most Likely FEWS NET Acutely Food Insecure Population Estimates Data | Africa (DRC official open data)
798 rows - 1 Africa country - 2023-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-the-democratic-republic-of-the-most-likely-fews-net-faac5453.africa-wfp-food-prices-for-democratic-republic-of-the-congo
Democratic Republic of the Congo - Food Prices | Africa (original)
Size category: 10K<n<100K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-wfp-food-prices-for-democratic-republic-of-the-congo.africa-drc-congo-dem-rep-public-sector-024ddc1e
Congo, Dem. Rep. - Public Sector | Africa (DRC official open data)
2,224 rows - 1 Africa country - 1960-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Congo, Dem. Rep. - Public Sector
Publisher: World Bank Group… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-congo-dem-rep-public-sector-024ddc1e.english-congo-swahili_sentence-pairs_mt560
English-Congo Swahili Parallel Dataset
This dataset contains parallel sentences in English and Congo Swahili (Democratic Republic of the Congo).
Dataset Information
Language Pair: English ↔ Congo Swahili
Language Code: swc
Country: Democratic Republic of the Congo
Original Source: OPUS MT560 Dataset
Dataset Structure
The dataset contains parallel sentences that can be used for:
Machine translation training
Cross-lingual NLP tasks
Language model fine-tuning… See the full description on the dataset page: https://huggingface.co/datasets/michsethowusu/english-congo-swahili_sentence-pairs_mt560.africa-drc-republique-democratique-du-congo-presence-operationnelle-638dc7e2
République Démocratique du Congo : Présence Opérationnelle | Africa (DRC official open data)
41,247 rows - 1 Africa country - 2023-2027 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: République Démocratique du Congo… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-republique-democratique-du-congo-presence-operationnelle-638dc7e2.africa-drc-republique-democratique-du-congo-presence-operationnelle-3a2d134a
République Démocratique du Congo : Présence Opérationnelle | Africa (DRC official open data)
14,242 rows - 1 Africa country - 2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: République Démocratique du Congo :… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-republique-democratique-du-congo-presence-operationnelle-3a2d134a.