Top 50 Awesome List

ucg8j/awesome-dash

Back-End Development  7 months ago  1.3k
A curated list of awesome Dash (plotly) resources
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May 3rd

Component Libraries

  • dash-uploaderstars72 - Upload component for Dash. Supports large data files.
  • Apr 15th

    Component Libraries

  • Dash ECharts Componentsstars22 - ECharts(V5) Components for Dash.
  • Feb 1st

    App Examples

  • GutenSearch - Look inside the books of Project Gutenberg. Source Code.stars6
  • 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.stars94
  • 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 recipesstars847 - 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 Componentsstars28.5k - Catalog of React.js components potentially interesting to be wrapped into Dash components.
  • Awesome Reactstars46.1k - Helpful resources for developing React.js components.
  • Feb 26th, 2019

    Component Libraries

  • dash-color-pickerstars2 - Wrapper around react-color.
  • dash-dual-listboxstars10 - Wrapper around react-duallist.
  • dash-bootstrap-components - Layout engine, default styles and high-level components based on Bootstrap.
  • Galleries

  • Dash Recipes GitHubstars847 - 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 Componentsstars266
  • Dash HTML Componentsstars154
  • mydccstars34 - Extension of Dash Core Components.
  • sd-material-uistars153 - StratoDem Analytics implementations of material-ui components for Dash.
  • sd-range-sliderstars2 - Range Slider Dash component.
  • dj-plotly-dashstars34 - 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
  • 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.stars34
  • 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.stars16
  • 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.stars34
  • 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.stars16
  • 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.stars60
  • Simple Stock Tickers - Queries data from Google Finance and displays the results as candlestick charts. Source Code.stars118
  • 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.stars166
  • Last Checked At: 2021-11-26T18:05:25.743Z
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