Stocks-Analysis-Dashboard

Dashboard with stock price analysis.

Link to website with more informations.

See the dashboard in action: https://youtu.be/eb-ccqK6bcg

This is an interactive dashboard where users can pick a stock ticker, the date range and indicators. The following indicators are currently implemented:

• Volumne
• RSI
• MACD
• MFI
• Bollinger Band (currently static but will be interactive)

Some indicators that will be implemented:

• full cusomizabel SMA & EMA, with Bollinger Band
• Stochastic Oscillator
• CCI Momentum

To Do

• use different visualization libary (Plotly, Bokhe)
• add notations when basic trading strategies are present
  • death cross, golden corss etc.
• add recent news from the company to the dashboard

Files

• Stock_dashboard.ipynb: Jupyter notebook, to test the code
• dashboard_streamlit.py: file to run the static dashboard in the webbrowser
• dashboard_st_interactive.py: file to run the dashboard with interactivity
• dashboard_demo.mp4: video showing the functions of the dashboard

How to run

1. Set working directory to folder
2. Activate virtual environment with the relevant libaries installed (I use Anaconda): $ conda activate base
3. Run dashboard_streamlit.py: $ streamlit run dashboard_st_interactive.py
4. Dashboard opens in browser
5. Now you can choose the share with the ticker symbol and the date range.

Interactive Vesion of the dashboard

libaries

• numpy
• pandas
• matplotlib
• streamlit
• yfinance