Stock Market Insights - https://stockmarketinsights.herokuapp.com/
Stock Market Insights is a Dashboard that gives the 360 degree view of the particular company stock.It extracts specific data from multiple sources like Social Media (Twitter,Reddit ,StockTwits) , News Articles and applies NLP techniques to get sentiments and insights.
-- help the Investors to get a complete view of company stock before investing , -- help the Organization to monitor the sentiments, understand the cause for the negative sentiments , Identify risks and take necessary actions.
- SMI extracts user’s sentiments,key themes,Named entities(Persons,Organizations,Products),Semantic Seach using NLP for mentioned time period from different platforms like Twitter,Reddit and StockTwits in one dashboard.
- Extracts Data from 20+ sources 1.Social Media sources like Twitter ,Reddit and Stocktwits(platform where actual investors and traders tweet in real time about the stocks)
- Stock Related Ticker Specific News Articles from Bloomberg ,Reuters,MarketWatch,CNBC,New York Times,CNN...etc.
3.Blogs(Seeking Alpha ,Trader ,Feed Zero ,Hedge ,Calculated Risk etc)
References
AutoNLP insights[ https://github.com/ncganesh/autonlpinsights ] - which helps to visualize NLP insights with one line of code.
NlpInsightsdashapp [https://github.com/ncganesh/nlpinsightsdashapp] - Dashboard that helps to get NLP Insights from URL.