Stock Prediction App

Simple stock predictionapplication to demonstrate prediction using fbprophet and integrating dash core components and http requests.

Demo Link

click Stock Market Prediction to see the demo.

quick demo

Contents

• app.py - Front and back end portion of the web application excluding css and static data
• Assets Folder - css files and static images
• models - it contains script for extarcting data from yahoo finannce and fbprophet prediction.
• src- conatins stock file extracted from yahoo finance
• out- contains final predicton file.

Installation

• Download the entire repository as a folder and open app.py and run it with IDE . That's it! http://127.0.0.1:5001/

stock_prediction-Directory Tree

├─ app.py
├─ assets
│  ├─ images.jpg
│  └─ stylesheet.css
├─ LICENSE
├─ models
│  ├─ prophet.py
│  └─ __pycache__
│     └─ prophet.cpython-36.pyc
├─ out
│  ├─ pred_prophet_IOC.NS.csv
├─ README.md
├─ src
│  ├─ stock_price_IOC.NS.csv
└─ __pycache__
  └─ test.cpython-36.pyc

Source:

• https://dash.plotly.com/basic-callbacks
• https://finance.yahoo.com/lookup/
• https://pypi.org/project/fbprophet/