Framework for creating a web based dynamic dashboard?

This page summarizes the projects mentioned and recommended in the original post on /r/learnpython

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  • streamlit

    Streamlit — A faster way to build and share data apps.

  • I vote for Dash (use it often for a variety of projects of varying complexity), but there's also: * Streamlit, which is quite easy and popular with folks that don't want to learn HTML * Voilà to turn your existing Jupyter notebooks + ipywidgets into an app. It's cool if you're already versed in ipywidgets and don't want to learn something new * Panel, which may not have caught on so much ... * Taipy, which I just learned about a few weeks ago and seems like a really powerful dashboarding tool that's faster to get moving with than Dash, although seems difficult to build out really complex apps (which honestly shouldn't be done with any of these frameworks)

  • panel

    Panel: The powerful data exploration & web app framework for Python (by holoviz)

  • I vote for Dash (use it often for a variety of projects of varying complexity), but there's also: * Streamlit, which is quite easy and popular with folks that don't want to learn HTML * Voilà to turn your existing Jupyter notebooks + ipywidgets into an app. It's cool if you're already versed in ipywidgets and don't want to learn something new * Panel, which may not have caught on so much ... * Taipy, which I just learned about a few weeks ago and seems like a really powerful dashboarding tool that's faster to get moving with than Dash, although seems difficult to build out really complex apps (which honestly shouldn't be done with any of these frameworks)

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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