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| title: NYTimes Homepage Sentiment Analysis | |
| emoji: 📰 | |
| colorFrom: red | |
| colorTo: green | |
| sdk: docker | |
| app_port: 7860 | |
| pinned: false | |
| # The New York Times Sentiment Analysis | |
| This project is an experiment running sentiment analysis on the current [New York Times](https://rss.nytimes.com/services/xml/rss/nyt/HomePage.xml) homepage headlines RSS. It also provides a sorting button to toggle between good and bad news first😛 . It's built with a [custom SvelveKit front-end](https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged/tree/main/client) , served by a [Flask application](https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged/blob/main/app.py) and using [transformers pipeline for the sentiment analysis.](https://huggingface.co/siebert/sentiment-roberta-large-english) | |
| ### Running | |
| #### Server | |
| ```bash | |
| python -m venv venv | |
| source venv/bin/activate | |
| pip3 install -r requirements.txt | |
| python app.py | |
| ``` | |
| #### Client | |
| ```bash | |
| cd frontend | |
| npm install | |
| npm run dev | |
| ``` | |
| go http://localhost:5173/ | |
| or | |
| ```bash | |
| make build-all | |
| make run | |
| ``` | |
| go http://127.0.0.1:7860 | |