https://github.com/radames/nytimes-homepage-rearranged-hf-spaces

https://github.com/radames/nytimes-homepage-rearranged-hf-spaces

sentiment-analysis svelte transformers

Last synced: 13 days ago
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• Host: GitHub
• URL: https://github.com/radames/nytimes-homepage-rearranged-hf-spaces
• Owner: radames
• Created: 2022-02-16T00:27:38.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-04-09T06:22:09.000Z (7 months ago)
• Last Synced: 2024-04-09T07:30:51.831Z (7 months ago)
• Topics: sentiment-analysis, svelte, transformers
• Language: Svelte
• Homepage: https://huggingface.co/spaces/radames/NYTimes-homepage-rearranged
• Size: 190 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
---

title: NYTimes Homepage Sentiment Analysis

emoji: 📰

colorFrom: red

colorTo: green

sdk: docker

app_port: 7860

pinned: false

short_description: News Sentiment Analysis Toggle Between Good and Bad

---

# 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