Vizro is a package to facilitate visual analytics.
Project description
Visual Intelligence. Beautifully engineered
Vizro is a toolkit for creating modular data visualization applications
What is Vizro?
Rapidly self-serve the assembly of customized dashboards in minutes - without the need for advanced coding or design experience - to create flexible and scalable, Python enabled data visualization applications
Use a few lines of simple configuration to create complex dashboards, which are automatically assembled utilizing libraries such as Plotly and Dash, with inbuilt coding and design best practices
Define high level categories within the configuration, including:
- components: create charts, tables, input/output interfaces, and more
- controls: create filters, parameter inputs, and custom action controllers
- pages, layouts and navigation: create multiple pages, with customizable layouts and flexible navigation across them
- actions and interactions: create interactions between charts, and use pre-defined or customized actions (such as exporting)
Configuration can be written in multiple formats including Pydantic models, JSON, YAML or Python dictionaries for added flexibility of implementation
Optional high-code extensions allow almost infinite customization in a modular way, combining the best of low-code and high-code - for flexible and scalable, Python enabled data visualization applications
(Visit the "Why Vizro" section to see a more detailed explanation of Vizro use cases)
Key benefits
Examples
Live demo
Installation
pip install vizro
See the Install guide for more information
Please note this repository is a monorepo and the core vizro package can be found in /vizro-core
Getting started
See the Tutorials for creating your first dashboard
Documentation
See the Documentation for more details
Community and Development
We encourage you to ask and answer technical questions via the GitHub Issues. This is also the place where you can submit bug reports or request new features.
Contributing
To learn more about making a contribution, please see the Contributing Guide for more information
You can also view current and former contributors
Reporting a Security Vulnerability
Please see our security policy
License
vizro is distributed under the terms of the Apache License 2.0
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