https://github.com/bernard-ng/drc-news-ml
DRC News Corpus, Towards a scalable and intelligent system for Congolese News curation
Science Score: 26.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (4.4%) to scientific vocabulary
Keywords
Repository
DRC News Corpus, Towards a scalable and intelligent system for Congolese News curation
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- Stars: 0
- Watchers: 1
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- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Machine Learning Models
| Scope | Link | |-------------------|------------------------------------------------------------| | core and backend | https://github.com/bernard-ng/drc-news-corpus | | ML models | https://github.com/bernard-ng/drc-news-ml | | Mobile App | https://github.com/bernard-ng/drc-news-app | | Dataset (partial) | https://huggingface.co/datasets/bernard-ng/drc-news-corpus |
DRC News Corpus : Towards a scalable and intelligent system for Congolese News curation
Introduction
The "DRC News Corpus" is a structured and scalable dataset of news articles sourced from major media outlets covering diverse aspects of the Democratic Republic of Congo (DRC). Designed for efficiency, this system enables the automated collection, processing, and organization of news stories spanning politics, economy, society, culture, environment, and international affairs.
Models
- Sentiment Analysis
- Named Entity Recognition
- Text Classification
- Bias Detection
- Topic Modeling
- Summarization
- Question Answering
Sources
| Source | Articles | Link | |----------------------|----------|--------------------------------------| | radiookapi.net | +100k | https://www.radiookapi.net/actualite | | mediacongo.cd | +100k | https://www.mediacongo.net/ | | beto.cd | +30k | https://www.beto.cd/ | | actualite.cd | +57k | https://actualite.cd/ | | 7sur7.cd | +50k | https://7sur7.cd | | newscd.net | +5k | https://newscd.net | | congoindependant.com | +10k | https://www.congoindependant.com/ | | congoactu.net | +10k | https://www.congoactu.net/ |
Acknowledgment:
The compilation and curation of the "DRC News Corpus" were conducted by Tshabu Ngandu Bernard with the primary objective of facilitating research and analysis related to the Democratic Republic of Congo. I do not own the content of the articles, and all rights belong to the respective publishers. The dataset is intended for non-commercial research purposes only.
Owner
- Name: Bernard Ngandu
- Login: bernard-ng
- Kind: user
- Location: Lubumbashi RDC
- Company: @devscast
- Website: https://devscast.tech
- Twitter: BernardNgandu
- Repositories: 7
- Profile: https://github.com/bernard-ng
Building a community of skilled developers : @devscast
GitHub Events
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- Push event: 1
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Last Year
- Push event: 1
- Create event: 2
Issues and Pull Requests
Last synced: 9 months ago
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Past Year
- Issues: 0
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