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Developer ToolsAlternative to StreamlitAlternative to DashAlternative to Voila

Panel

High-level app and dashboarding solution for Python data exploration and interactive plots.

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LicenseBSD-3-Clause
GitHub stars4.2k
Last commit1 weeks ago
Tags5 topics
Python Dashboard FrameworkReactive Widget ParametersMultipage Business PortalDeveloper ToolsHoloviz Data Exploration
Overview

Why consider Panel?

Panel is an open-source Python dashboarding library built by HoloViz. It connects Bokeh, Matplotlib, Plotly, Altair, and PyDeck charts into multi-page business applications with reactive widget parameters.

Guided learning

Learn Panel by building

Practical setup notes, real use cases, and copy-ready examples in one focused guide.

1 min read 2 sections
In this guide2 sections

Overview of Panel

Panel converts Jupyter notebooks and Python scripts into responsive multi-page web dashboards.

Quickstart

bash
1pip install panel
2panel serve app.py --show

Bind Python functions to UI widgets using @pn.depends to generate live responsive analytics.

Panel is licensed under the BSD 3-Clause License.

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Panel FAQs

Panel is listed as a Developer Tools tool on TiloBox. Review the overview, features, and official documentation on this page to decide whether it solves your specific workflow.

Start with the project's GitHub repository and official website for supported installation and deployment instructions. Test the setup with representative data or a small project before rolling it out more widely.

Panel is listed under the BSD-3-Clause license. Read the complete license text and the project's notices before using, modifying, or distributing the software.

Production readiness depends on your requirements. Review maintenance activity, security practices, documentation, backup and upgrade procedures, and compatibility with your stack; then validate it in a non-production environment.

Panel is listed as an alternative to Streamlit. Compare the core workflow, deployment model, integrations, and licensing against your must-have requirements before switching.