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Live Sentiment Analysis dashboard of NIFTY 500 universe of stocks using plotly and streamlit
Home Page: https://nifty-sad.streamlit.app/
Python 6.12%
Jupyter Notebook 79.86%
HTML 14.02%
nifty-500-live-sentiment-analysis's Introduction
Hi there ๐ I'm Shubham Soni.
๐ญ Iโm a postgrad student studying statistics.
๐ฑ Iโm currently learning Python,R,statistics,finance and quantitative analytics.
๐ I'm passionate about building things.
๐ฏ Iโm looking to collaborate on interesting projects on python centered around finance.
๐ซ Reach out to me on linkedin , Twitter or on my website
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nifty-500-live-sentiment-analysis's Issues
ideas:
display a navigation trail for user when he searches for a specific Ticker.
nifty 500 > industrials > Industrial Products > Astral
display relevant info (sentiment details) along with the news when user searches for a ticker.
main.yml file currently just works. not efficiently.
Currently while making requests using requests library, the stocks which have special characters in their name, don't return news data.
Update the file to automatically copy sentiment_data.csv file from main branch and paste to streamlit branch
Current Method not good.
Positive news have negative score and vice versa.
Try a model from Hugging Face
remove XC indices categorization
Add categorization using nsepython data
update python files especially dashboard-generation.py to work with pandas 2.0 which currently gives an error
explain about how sentiment analysis process takes place
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