Top 50 Awesome List

ucg8j/awesome-dash

Back-End Development  8 days ago  1.5k
A curated list of awesome Dash (plotly) resources
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May 16th - May 22nd, 2022

Tutorials

  • Charming Data YouTube channel - A channel dedicated to teaching Dash and Plotly with over 25k subscribers.
  • May 2nd - May 8th, 2022

    Component Libraries

  • plotly-resamplerstars364 - Wrapper for plotly figures that adds data downsampling (aggregating) functionality, enabling the visualization of large datasets.
  • Dec 13th - Dec 19th, 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 - Dec 12th, 2021

    Component Libraries

  • Dash Mantine Componentsstars117 - Collection of 40+ Dash components based on Mantine React Components library.
  • May 3rd - May 9th, 2021

    Component Libraries

  • dash-uploaderstars89 - Upload component for Dash. Supports large data files.
  • Apr 12th - Apr 18th, 2021

    Component Libraries

  • Dash ECharts Componentsstars35 - ECharts(V5) Components for Dash.
  • Feb 1st - Feb 7th, 2021

    App Examples

  • GutenSearch - Look inside the books of Project Gutenberg. Source Code.stars7
  • Oct 12th - Oct 18th, 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 - Dec 29th, 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 23rd - Sep 29th, 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 12th - Aug 18th, 2019

    Cheat sheets

  • plotly.py Cheat Sheet
  • Idiomatic examples

  • Dash recipesstars901 - A collection of scripts and examples created of the plotly team while answering questions from the greater Dash community.
  • Aug 5th - Aug 11th, 2019

    Talks

  • Dash: Data exploration web apps in pure Python - Chelsea Douglas, PyData DC 2018.
  • Jul 22nd - Jul 28th, 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 Componentsstars29.9k - Catalog of React.js components potentially interesting to be wrapped into Dash components.
  • Awesome Reactstars48.4k - Helpful resources for developing React.js components.
  • Feb 25th - Mar 3rd, 2019

    Component Libraries

  • dash-color-pickerstars2 - Wrapper around react-color.
  • dash-dual-listboxstars11 - Wrapper around react-duallist.
  • dash-bootstrap-components - Layout engine, default styles and high-level components based on Bootstrap.
  • Galleries

  • Dash Recipes GitHubstars901 - Collection of scripts and examples created while answering questions from the greater Dash community.
  • Aug 6th - Aug 12th, 2018

    Component Libraries

  • Tutorial on creating custom Dash components with React.js.
  • Dash Core Componentsstars265
  • Dash HTML Componentsstars154
  • mydccstars34 - Extension of Dash Core Components.
  • sd-material-uistars165 - StratoDem Analytics implementations of material-ui components for Dash.
  • sd-range-sliderstars2 - Range Slider Dash component.
  • dj-plotly-dashstars41 - Plotly Dash fork for Django.
  • dash-flexbox-gridstars19 - 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
  • 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 23rd - 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 15th - Jan 21st, 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
  • Street Quality IDentification [SQUID] - Highlights poor quality roads with maps, data table and photos of the offending piece of road. Source Code.stars18
  • Nov 20th - Nov 26th, 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).
  • 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 13th - Nov 19th, 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 6th - Nov 12th, 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.stars126
  • 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: 2022-05-28T15:47:53.938Z
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