awesome-dash
A curated list of awesome Dash (plotly) resources
https://github.com/ucg8j/awesome-dash
Last synced: 17 days ago
JSON representation
App Examples
- Oil and Gas Explorer - Explore oil and gas production over time and with linked visualisations. Source Code.
- 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.
- Live Wind Streaming - Continually queries a SQL database and displays live charts of wind speed and wind direction. Source Code.
- GutenSearch - Look inside the books of Project Gutenberg. Source Code.
- Drug Discovery - Displays a description of the drug as you hover over points in the graph. Source Code.
- 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.
- Visualize Earthquakes with Plotly Dash - Great UI and usage of geospatial analytics with Dash. Includes basic unit tests. Source Code.
Cheat sheets
Community
Component Libraries
- Dash Canvas Components - Module for image annotation and image processing using
- Awesome React - Helpful resources for developing React.js components.
- Dash Cytoscape Component - Graph visualization component for creating easily
- Dash DataTable Component - Interactive table that supports rich styling,
- Dash DAQ Components - Set of controls that make it simpler to integrate data
- 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
- Awesome React Components - Catalog of React.js components potentially interesting to be wrapped into Dash components.
- Dash Core Components
- Dash HTML Components
- mydcc - Extension of Dash Core Components.
- sd-material-ui - StratoDem Analytics implementations of material-ui components for Dash.
- sd-range-slider - Range Slider Dash component.
- dj-plotly-dash - Plotly Dash fork for Django.
- dash-flexbox-grid - Wrapper around react-flexbox-grid for Plotly Dash.
- dash-color-picker - Wrapper around react-color.
- dash-dual-listbox - Wrapper around react-duallist.
- Dash Mantine Components - Collection of 40+ Dash components based on Mantine React Components library.
- plotly-resampler - Wrapper for plotly figures that adds data downsampling (aggregating) functionality, enabling the visualization of large datasets.
- dash-vega-components - Dash component for Vega-Altair, Vega-Lite, and Vega charts.
- dash-uploader - Upload component for Dash. Supports large data files.
Deployment
- Ploomber Cloud - The community plan allows free deployments
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.
Idiomatic examples
- Dash recipes - 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.
- 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).
Tutorials
- Plotly's tutorials - Part 1: App Layout
- Plotly's tutorials - Part 2: Interactivity
- Plotly's tutorials - Part 3: Interactive Graphing
- 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.
- ARGO Labs - Plotly Dash Tutorial (Video) - Detailed introduction to creating interactive dashboards.
- 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.
- Plotly's tutorials - Part 4: Callbacks With State
- Data Visualization GUIs with Dash and Python (Video playlist) - Five-part series exploring Dash features.
- 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).