https://github.com/r05323028/eyes
Public Opinion Mining System of Taiwanese Forums
https://github.com/r05323028/eyes
crawler data-engineering data-mining data-science graphql javascript natural-language-processing opinion-mining public-opinion python react redux tailwindcss task-queue
Last synced: 4 months ago
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Public Opinion Mining System of Taiwanese Forums
- Host: GitHub
- URL: https://github.com/r05323028/eyes
- Owner: r05323028
- License: mit
- Created: 2021-08-04T05:17:30.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2022-08-06T04:52:28.000Z (almost 4 years ago)
- Last Synced: 2025-09-05T04:43:47.927Z (9 months ago)
- Topics: crawler, data-engineering, data-mining, data-science, graphql, javascript, natural-language-processing, opinion-mining, public-opinion, python, react, redux, tailwindcss, task-queue
- Language: Python
- Homepage: https://r05323028.github.io/eyes
- Size: 8.17 MB
- Stars: 118
- Watchers: 3
- Forks: 18
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Authors: AUTHORS
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README
# 
[](https://zenodo.org/badge/latestdoi/392558472)




eyes is a **Public Opinion Mining System** focusing on taiwanese forums such as [PTT](https://www.ptt.cc/bbs/hotboards.html), [Dcard](https://www.dcard.tw/f).
## Features
- :fire: **Article monitor**: helps you capture the trend at a glance.
- :fire: **Entity monitor**: helps you spy on a specific entity.
- :fire: **Weak supervision**: let you generate & update model without human effort.
- :fire: **Well-integrated with spaCy**: let you train models by yourself or use trained models in [model hub](https://spacy.io/models) simply.
## Screenshots





## Architecture
eyes system 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](./LICENSE)