Dashboard, Python, Jupyter, Research Data, Streamlit.
Notebooks can be hosted somewhere like binder (solving 2.), making the code immediately reproducible. Reproducible, only if one understands the code and how to run the notebook (including its quirks, see 1.). Here, the inline code can get in the way of itself. I have seen many notebooks spelling