{"repo":"Shubxam/Nifty-500-Live-Sentiment-Analysis","free":true,"listed":false,"github":"https://github.com/Shubxam/Nifty-500-Live-Sentiment-Analysis","clone":"git clone https://github.com/Shubxam/Nifty-500-Live-Sentiment-Analysis.git","description":"Live Sentiment Analysis dashboard of NIFTY 500 universe of stocks using plotly and streamlit","language":"Jupyter Notebook","stars":30,"topics":["finance","python","sentiment-analysis","stock-market","streamlit","nifty","nlp","nse"],"license":"MIT","category":"machine-learning","readme_excerpt":"Nifty-500 Live Sentiment Analysis Real-time sentiment analysis of Nifty-500 stocks and Indices. Overview This project analyzes the sentiment of Nifty-500 stocks in real-time, providing insights into market trends and investor sentiment. Ticker specific articles are sourced from the following sources everyday and stored in a persistent (duckdb) database - google finance - yahoo finance - google news [🚧 WIP] - stocktwits [🚧 WIP] which are then processed for sentiment analysis using yiyanghkust/finbert-tone model offline using Github Actions. Info about BERT model used 🚧 To be added Live instances of the app can be found on Streamlit Cloud Here is the link to Companion Article. Installation Usage to use the streamlit dashboard: Project Analytics","default_branch":null,"files":null,"tree":[],"storefront":"/r/Shubxam","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Shubxam/Nifty-500-Live-Sentiment-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}