Needs advice
on
BokehBokehplotlyplotly
and
StreamlitStreamlit

I want to build simple and beautiful web apps quickly. Mostly data visualizations, but also some simple user interaction sites. I like Streamlit's design. Is there anything else I need to consider? Any other popular alternative in Python?

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3 upvotes·7.6K views
Replies (2)
Lead Software Tools Engineer at Leonardo UK·

There are already a couple of cookiecutter templates for streamlit but if you are doing multiple similar sites rolling your own template is probably a really good idea. Jupyter plus streamlit-jupyter can be a way of speeding up development and testing allowing you to preview many of the streamlit components. If your sites grow more sophisticated or require user validation you may wish to consider using django. Note that it is important to use the python built-in functools caching decorators on the methods in your streamlit py file.

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4 upvotes·260 views
Data scientist in healthcare at @kapitan·
Recommends
on
Streamlit

Go for streamlit in combination with Altair. It provides an inroads to the wider d3js and vega-lite ecosystem, which means that if you ever want to build a performant website, you can do that, too, using the vega-lite library.

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2 upvotes·92 views
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