https://github.com/anandukrishnaaa/streamlit-news-app

A streamlit app that scrapes Google News RSS feed for news, summarizes it and displays as per choice - by top trending, category or as per a search term.
https://github.com/anandukrishnaaa/streamlit-news-app

news nlp python sentiment-analysis streamlit

Last synced: about 2 months ago
JSON representation

A streamlit app that scrapes Google News RSS feed for news, summarizes it and displays as per choice - by top trending, category or as per a search term.

• Host: GitHub
• URL: https://github.com/anandukrishnaaa/streamlit-news-app
• Owner: anandukrishnaaa
• Created: 2022-12-25T05:41:34.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-12-25T15:50:55.000Z (over 3 years ago)
• Last Synced: 2025-06-29T03:46:20.155Z (12 months ago)
• Topics: news, nlp, python, sentiment-analysis, streamlit
• Language: Python
• Homepage: https://anxduos-streamlit-news-app-streamlit-news-app-yqjzh8.streamlit.app/
• Size: 2.92 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# streamlit News App 📰

A streamlit app that scrapes Google News RSS feed for news, summarizes it and displays as per choice - by top trending, category or as per a search term. Also has a bit of NLP magic working behind the scenes - to summarize long articles into a crisp little news byte.

Check out the [project demo here](https://anxduos-streamlit-news-app-streamlit-news-app-yqjzh8.streamlit.app/), hosted on streamlit cloud.

# Dependencies

### Required dependencies

* streamlit (*web interface*)

* nltk (*natural language toolkit for analysing data*)

* newspaper3k (*analysing news articles*)

* bs4 (*for webscraping*)

### Optional dependencies

* black (*for formatting*)

  

### nltk packages required

* punkt (*for parsing & natural language processing*)

* vader_lexicon (*for sentiment analysis*)

  

# Steps

1. Create a virtual environment ```virtualenv .streamlit-news-app``` and activate it.

2. ```pip install -r requirements.txt``` to install required libraries.

3. Run the app ```streamlit run streamlit-news-app.py ```

# Screenshots

### Landing page

![Landing Page](./screenshots/landing-page.png "Landing Page")

### Trending news page

![Trending #1](./screenshots/trending-news-img-1.png "Trending #1")

![Trending #2](./screenshots/trending-news-img-2.png "Trending #2")

### Category page

![Category #1](./screenshots/category-news-tech-img-1.png "Category #1")

![Category #2](./screenshots/category-news-tech-img-2.png "Category #2")

### Search page

![Search #1](./screenshots/search-news-img-1.png "Search #1")

![Search #2](./screenshots/search-news-img-2.png "Search #2")