ucg8j/awesome-dash

Back-End Development 4 days ago 1.5k

A curated list of awesome Dash (plotly) resources

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May 21st

Tutorials

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

May 8th

Component Libraries

plotly-resampler stars363 - Wrapper for plotly figures that adds data downsampling (aggregating) functionality, enabling the visualization of large datasets.

Dec 15th, 2021

Books

Interactive Dashboards and Data Apps with Plotly and Dash: Harness the power of a fully fledged frontend web framework in Python – no JavaScript required.

Dec 6th, 2021

Component Libraries

Dash Mantine Components stars114 - Collection of 40+ Dash components based on Mantine React Components library.

May 3rd, 2021

Component Libraries

dash-uploader stars89 - Upload component for Dash. Supports large data files.

Apr 15th, 2021

Component Libraries

Dash ECharts Components stars34 - ECharts(V5) Components for Dash.

Feb 1st, 2021

App Examples

GutenSearch - Look inside the books of Project Gutenberg. Source Code.stars7

Oct 12th, 2020

App Examples

New York Taxi Rides - A full year of the YellowCab Taxi company data from their prime, numbering well over 100 million trips. Dash + Vaex dataframe with over a 100 million rows. Source Code.stars103

Dec 23rd, 2019

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.

Sep 25th, 2019

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.

Aug 17th, 2019

Cheat sheets

plotly.py Cheat Sheet

Aug 16th, 2019

Idiomatic examples

Dash recipes stars901 - A collection of scripts and examples created of the plotly team while answering questions from the greater Dash community.

Aug 10th, 2019

Talks

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

Jul 25th, 2019

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 using the Dash Component Boilerplate cookiecutter template.

Component Libraries

Dash Bio Components - Suite of bioinformatics components that make it simpler to analyze and visualize bioinformatics data and interact with them in a Dash application.

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.

Awesome React Components stars29.8k - Catalog of React.js components potentially interesting to be wrapped into Dash components.

Awesome React stars48.3k - Helpful resources for developing React.js components.

Feb 26th, 2019

Component Libraries

dash-color-picker stars2 - Wrapper around react-color.

dash-dual-listbox stars11 - Wrapper around react-duallist.

dash-bootstrap-components - Layout engine, default styles and high-level components based on Bootstrap.

Galleries

Dash Recipes GitHub stars901 - Collection of scripts and examples created while answering questions from the greater Dash community.

Aug 12th, 2018

Component Libraries

Tutorial on creating custom Dash components with React.js.

Dash Core Components stars265

Dash HTML Components stars154

mydcc stars34 - Extension of Dash Core Components.

sd-material-ui stars164 - StratoDem Analytics implementations of material-ui components for Dash.

sd-range-slider stars2 - Range Slider Dash component.

dj-plotly-dash stars41 - Plotly Dash fork for Django.

dash-flexbox-grid stars19 - Wrapper around react-flexbox-grid for Plotly Dash.

Galleries

Plotly App Gallery - Plotly's collection of Dash applications.

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

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

Aug 11th, 2018

Tutorials

Data Visualization GUIs with Dash and Python (Video playlist) - Five-part series exploring Dash features.

ARGO Labs - Plotly Dash Tutorial (Video) - Detailed introduction to creating interactive dashboards.

Jul 29th, 2018

Tutorials

Using Plotly’s Dash to deliver public sector decision support dashboards - Buiding a complex dashboard step-by-step.

App Examples

Visualize Earthquakes with Plotly Dash - Great UI and usage of geospatial analytics with Dash. Includes basic unit tests. Source Code.stars35

Jan 20th, 2018

App Examples

Traffic Accidents UK - Explore the 140,008 traffic accidents in the UK in 2015. Source Code.stars8

VoxelViz - Competition winning Visualization tool for (f)MRI data-sets. Source Code.stars35

Jan 19th, 2018

App Examples

Street Quality IDentification [SQUID] - Highlights poor quality roads with maps, data table and photos of the offending piece of road. Source Code.stars18

Nov 24th, 2017

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).

Nov 23rd, 2017

Tutorials

Visualize Earthquakes with Plotly Dash - Environmental scan of alternatives to Dash followed with a tutorial.

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.

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

Finding Bigfoot with Dash, Part 1 - Walkthrough of building a dashboard of Bigfoot sightings. Part 2, Part 3.

Nov 17th, 2017

App Examples

Finding Bigfoot - Several plots (including a map), a grid layout built with Bootstrap, interactions with an input field, and caching (See also Tutorials). Source Code.stars23

Nov 8th, 2017

App Examples

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.stars33

Live Wind Streaming - Continually queries a SQL database and displays live charts of wind speed and wind direction. Source Code.

Recession in 255 Charts - Adapted from NYTimes's excellent How the Recession Reshaped the Economy in 255 Charts. Source Code.stars15

Drug Discovery - Displays a description of the drug as you hover over points in the graph. Source Code.

Volatility Surface Explorer - Fetches CBOE options chain data from Yahoo Finance with Pandas Datareader and calculates the implied volatility of each option visualised in a 3D mesh chart. Source Code.stars65

Simple Stock Tickers - Queries data from Google Finance and displays the results as candlestick charts. Source Code.stars125

Nov 7th, 2017

App Examples

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.

Oil and Gas Explorer - Explore oil and gas production over time and with linked visualisations. Source Code.stars172

Last Checked At: 2022-05-25T03:21:09.819Z

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Top 50 Awesome List

Recently Updated

Platforms

Programming Languages

Front-End Development

Back-End Development

Computer Science

Big Data

Theory

Books

Editors

Gaming

Development Environment

Entertainment

Databases

Media

Learn

Security

Content Management Systems

Hardware

Business

Work

Networking

Decentralized Systems

Higher Education

Events

Testing

Miscellaneous

Unmaintained

ucg8j/awesome-dash

Tutorials

May 8th

Component Libraries

Dec 15th, 2021

Books

Dec 6th, 2021

Component Libraries

May 3rd, 2021

Component Libraries

Apr 15th, 2021

Component Libraries

Feb 1st, 2021

App Examples

Oct 12th, 2020

App Examples

Dec 23rd, 2019

Galleries

Sep 25th, 2019

Tutorials