Create your own dashboard web app with free resources using python only.
All tools stated here are free.
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Read more on https://www.reddit.com/r/Python/comments/g5ymoy/six_months_into_python_and_data_science_my_first/

https://systems.jhu.edu/

• Basic python - numpy, pandas, matplotlib, plotly dash
• Basic knowledge of creating python virtual environment. Recommended using pyenv or Anaconda

• VS Code, Pycharm Community or your personal choice of IDE
• Python packages required as stated in requirements.txt
• Sign up Heroku and Mapbox

Comments are included in the source code covid19.py to assist you.
Click here to access the web app

• Just clone this git, deploy to your own free Heroku server, and you are ready to go. Guide to deployment from Heroku official Guide
• Ensure all files and folders (except folder image) are deployed to Heroku server.
• Remember to create your personal mapbox access token. and edit in covid19.py
• Optional: Create your own Addthis share button.

Click here to take a look at the web app

Time Map and Bar Chart animation created with Flourish Studio and easily embeded into Plotly Dash with html.Iframe.