annarhysa/stock-market-advisor

Exploring the Stock Markets with Dash and Machine Learning

Market Minder: Your Insightful Investing Companion!

Exploring the Stock Markets with Dash and Machine Learning

Stock investments provide one of the highest returns in the market. Even though they are volatile, one can visualise share prices and other statistical factors which helps the keen investors carefully decide on which company they want to spend their earnings on. Developing this Market Minder using the Dash library (of Python), we have made dynamic plots of the financial data of a specific company by using the tabular data provided by yfinance python library.

On top of it, we have used the SVR machine learning algorithm to predict the future closing prices of stocks.

How to use this repository

1. Clone this repository to your local machine:

   git clone https://github.com/Annarhysa/Stock-Market-Advisor.git
   

2. Install dependencies:

   pip install -r requirements.txt
   

3. Run app:

   python app.py

stock-market-advisor's Issues

Callback error

There is a callback error for graphs and visualization

Add dropdown