gadenbuie / streamlit-shiny-dash

Data App Comparison

This repo illustrates some differences between

• Dash
• Panel
• Shiny for Python
• Shiny for R
• Streamlit

To get started set up a virtual environment and install requirements with

pip install -r requirements.txt

Dash

The Dash app can be run with python dash-app.py

Panel

The Panel app can be run with panel serve panel-app.py.

You can add the --autoreload flag while developing.

Streamlit

To run the streamlit app call streamlit run streamlit-app.py

Shiny for Python

The python shiny app can be run with shiny run shiny-app.py --reload.

Shiny for R

The R shiny app can be run with R -e "shiny::runApp('app.R')".