diveyez / streamlit_stock_predict_app

Stock prediction app using Streamlit and Facebook prophet

STREAMLIT STOCK PREDICT APP

Stock prediction app using Streamlit and Facebook prophet

OBJECTIVE

The objective of this application is to create a stock predictor app using web scraped data(historical) to predict future stock closing price.
The Prediction is done using FaceBook's Prophet and the web appplication has been created using Streamlit.

CURRENT FEATURES

• Basic stock closing price predictor using Facebook Prophet and prediction upto 4 years
• Historical Data obtained from webscraping NSE web
• Interactive Graphs made using Plotly

FUTURE FEATURES-(TBD)

• Addition of Indian Holidays to ensure better prediction
• Inclusion of External data like weather data or macroeconomic variables etc which might impact the closing price

App link: https://stock-predict-app.herokuapp.com/

FB Prophet Docs: https://facebook.github.io/prophet/docs/quick_start.html

Streamlit : https://www.streamlit.io/