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Public Opinion Mining System of Taiwanese Forums

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r05323028/eyes

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DOI Release License Testing Coverage

eyes is a Public Opinion Mining System focusing on taiwanese forums such as PTT, Dcard.

Features

  • 🔥 Article monitor: helps you capture the trend at a glance.
  • 🔥 Entity monitor: helps you spy on a specific entity.
  • 🔥 Weak supervision: let you generate & update model without human effort.
  • 🔥 Well-integrated with spaCy: let you train models by yourself or use trained models in model hub simply.

Screenshots

Articles Dashboard Post Modal Entities Dashboard Entity Dashboard Entity Timeline

Architecture

eyes system architecture

Architecture

Tech Stack

Infrastructure

  • Argo Workflows
  • Celery, Flower
  • Kubernetes, Helm Charts
  • MySQL
  • Redis

API

  • FastAPI
  • SQLAlchemy ORM
  • GraphQL

Web

  • React + Redux-Saga
  • Tailwindcss

ML

  • spaCy
  • skweak

License

MIT