Awesome Dash
A curated list of awesome Dash (plotly) resources
Dash is a productive Python framework for building web applications. Written on top of Flask, Plotly.js, and React.js, Dash is ideal for building data visualization apps with highly custom user interfaces in pure Python. It's particularly suited for anyone who works with data in Python.
Contents
- Deployment
- Tutorials
- Component Libraries
- App Examples
- Idiomatic examples
- Galleries
- Cheat sheets
- Talks
- Books
- Community
- Contributors
Deployment
- Ploomber Cloud - The community plan allows free deployments
Tutorials
- Introducing Plotly Dash - A high level introduction to Dash by Chris Parmer, the author of Dash. This essay was released as part of Dash's official launch (June 21, 2017).
- Plotly's tutorials - Part 1: App Layout
- Plotly's tutorials - Part 2: Interactivity
- Plotly's tutorials - Part 3: Interactive Graphing
- Plotly's tutorials - Part 4: Callbacks With State
- Charming Data YouTube channel - A channel dedicated to teaching Dash and Plotly with over 25k subscribers.
- Interactive Web-Based Dashboards in Python - How the MVC model pertains to Dash and a walkthrough of building an app.
- Using Plotly's Dash to deliver public sector decision support dashboards - Building a complex dashboard step-by-step.
- OPS CodeDay: Dash Plotly Map + Graph - How to use Jupyter notebooks in tandom with Dash to create mapping viz.
- Creating Interactive Visualizations with Plotly's Dash Framework - High level overview of how to get started with Dash.
- ARGO Labs - Plotly Dash Tutorial (Video) - Detailed introduction to creating interactive dashboards.
- Data Visualization GUIs with Dash and Python (Video playlist) - Five-part series exploring Dash features.
- Interactive Visualization of Machine Learning and Computer Vision with Dash - Official introduction video.
- Webinar: Converting React components to Dash components - Official tutorial about how to convert React components to Dash components.
- Interactive Image Processing with Dash-Canvas - Official introduction video to the Dash Canvas components.
- Dash Cytoscape Component - Official introduction video to the Dash Cytoscape components.
- An introduction to Dash DataTable - Official introduction video to the Dash DataTable components.
- Tutorial on creating custom Dash components with React.js.
Component Libraries
- Dash PDF - Display inline PDFs
- Dash MUI - Material UI components
- Dash React Simple Maps - Create interactive maps
- Dash Mosaic - Display Mosaic plots
- Dash Tabler Icons - Beautiful icons for your Dash apps
- Dash React Syntax Highlighter - Display code snippets with a copy button
- Dash Canvas Components - Module for image annotation and image processing using Dash.
- Awesome React Components - Catalog of React.js components potentially interesting to be wrapped into Dash components.
- Awesome React - Helpful resources for developing React.js components.
- Dash Core Components
- Dash Cytoscape Component - Graph visualization component for creating easily customizable, high-performance, interactive, and web-based networks.