Tutorials

• 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

• Using Plotly's Dash to deliver public sector decision support dashboards - Building a complex dashboard step-by-step.

• Creating Interactive Visualizations with Plotly's Dash Framework - High level overview of how to get started with Dash.

• Tutorial on creating custom Dash components with React.js.

Component Libraries

• Dash Canvas Components - Module for image annotation and image processing using Dash.

• Dash Cytoscape Component - Graph visualization component for creating easily customizable, high-performance, interactive, and web-based networks.

• Dash DataTable Component - Interactive table that supports rich styling, conditional formatting, editing, sorting, filtering, and more.

• Dash DAQ Components - Set of controls that make it simpler to integrate data acquisition and controls into your Dash applications.

• dash-bootstrap-components - Bootstrap components for Dash.

App Examples

• Oil and Gas Explorer - Explore oil and gas production over time and with linked visualisations. Source Code. (⭐190)

• Uber Rides - Displays all of the Uber rides in New York City in 2014. Pandas on the backend filters a 0.5gig datafile. Source Code. (⭐3.2k)

• Drug Discovery - Displays a description of the drug as you hover over points in the graph. Source Code. (⭐3.2k)

• Live Wind Streaming - Continually queries a SQL database and displays live charts of wind speed and wind direction. Source Code. (⭐3.2k)

• 3D Yield Curve - Adapted from NYTimes's excellent A 3-D View of a Chart That Predicts The Economic Future: The Yield Curve. Source Code. (⭐3.2k)

• Visualize Earthquakes with Plotly Dash - Great UI and usage of geospatial analytics with Dash. Includes basic unit tests (⭐42). Source Code. (⭐42)

Galleries

• Dash Gallery - A collection of Dash apps.

Deployment

• Ploomber Cloud - The community plan allows free deployments

Component Libraries

• Dash PDF (⭐21) - Display inline PDFs

• Dash MUI (⭐14) - Material UI components

• Dash React Simple Maps (⭐7) - Create interactive maps

• Dash Mosaic (⭐12) - Display Mosaic (⭐901) plots

• Dash Tabler Icons (⭐4) - Beautiful icons for your Dash apps

• Dash React Syntax Highlighter (⭐1) - Display code snippets with a copy button

Contributors

• Eduardo Blancas

Component Libraries

• dash-vega-components (⭐45) - Dash component for Vega-Altair, Vega-Lite, and Vega charts.

Tutorials

• Charming Data YouTube channel - A channel dedicated to teaching Dash and Plotly with over 25k subscribers.

Component Libraries

• plotly-resampler (⭐1.1k) - Wrapper for plotly figures that adds data downsampling (aggregating) functionality, enabling the visualization of large datasets.

Component Libraries

• Dash Mantine Components (⭐592) - Collection of 40+ Dash components based on Mantine React Components library.

Contributors

• Snehil Vijay

Component Libraries

• dash-uploader (⭐145) - Upload component for Dash. Supports large data files.

Contributors

• Fanchao MENG

App Examples

• GutenSearch - Look inside the books of Project Gutenberg. Source Code. (⭐6)

Contributors

• vaexio

Contributors

• Elias Dabbas

Galleries

• Dash Data Dashboards and Apps - Collection of data dashboards with real life data, for various topics, as well as a few apps for online marketing built with Dash.

Tutorials

• 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.

Contributors

• Florian Kromer

Cheat sheets

• plotly.py Cheat Sheet

Idiomatic examples

• Dash recipes (⭐1.1k) - A collection of scripts and examples created of the plotly team while answering questions from the greater Dash community.

Talks

• Dash: Data exploration web apps in pure Python - Chelsea Douglas, PyData DC 2018.

Tutorials

• 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.

Component Libraries

• Awesome React Components (⭐43k) - Catalog of React.js components potentially interesting to be wrapped into Dash components.

• Awesome React (⭐66k) - Helpful resources for developing React.js components.

Component Libraries

• dash-color-picker (⭐2) - Wrapper around react-color.

• dash-dual-listbox (⭐12) - Wrapper around react-duallist.

Contributors

• Luke Singham

• Pascal Bugnion

Component Libraries

• Dash Core Components (⭐271)

• Dash HTML Components (⭐153)

• mydcc (⭐37) - Extension of Dash Core Components.

• sd-material-ui (⭐194) - StratoDem Analytics implementations of material-ui components for Dash.

• sd-range-slider (⭐3) - Range Slider Dash component.

• dj-plotly-dash (⭐59) - Plotly Dash fork for Django.

• dash-flexbox-grid (⭐20) - Wrapper around react-flexbox-grid for Plotly Dash.

Talks

• Overview of Dash - Chris Parmer, creator of Dash (SciPy 2017).

• We're Launching Dash - Chris Parmer, creator of Dash, speaking about the motivations behind Dash before it was launched (Plotcon NYC 2016).

• Plotly dash and data visualisation in Python, PyData, Berlin 2017 - Volodymyr Kazantsev (slides only).

Community

• Plotly hosted Question and Answer community

• Stack Overflow

Tutorials

• 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.

Contributors

• Sergey Pikhovkin

Contributors

• Chris Parmer

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).

Tutorials

• Interactive Web-Based Dashboards in Python - How the MVC model pertains to Dash and a walkthrough of building an app.

• OPS CodeDay: Dash Plotly Map + Graph - How to use Jupyter notebooks in tandom with Dash to create mapping viz.

Contributors

• Aly Sivji