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Interactive Dashboards and Data Apps with Plotly and Dash

You're reading from  Interactive Dashboards and Data Apps with Plotly and Dash

Product type Book
Published in May 2021
Publisher Packt
ISBN-13 9781800568914
Pages 364 pages
Edition 1st Edition
Languages
Author (1):
Elias Dabbas Elias Dabbas
Profile icon Elias Dabbas

Table of Contents (18) Chapters

Preface Section 1: Building a Dash App
Chapter 1: Overview of the Dash Ecosystem Chapter 2: Exploring the Structure of a Dash App Chapter 3: Working with Plotly's Figure Objects Chapter 4: Data Manipulation and Preparation, Paving the Way to Plotly Express Section 2: Adding Functionality to Your App with Real Data
Chapter 5: Interactively Comparing Values with Bar Charts and Dropdown Menus Chapter 6: Exploring Variables with Scatter Plots and Filtering Subsets with Sliders Chapter 7: Exploring Map Plots and Enriching Your Dashboards with Markdown Chapter 8: Calculating the Frequency of Your Data with Histograms and Building Interactive Tables Section 3: Taking Your App to the Next Level
Chapter 9: Letting Your Data Speak for Itself with Machine Learning Chapter 10: Turbo-charge Your Apps with Advanced Callbacks Chapter 11: URLs and Multi-Page Apps Chapter 12: Deploying Your App Chapter 13: Next Steps Other Books You May Enjoy

Exploring the different ways of converting figures

The methods that control converting figures start with either to_ or write_. Let's explore some of the most interesting ones.

Converting figures into HTML

Plotly figures are actually HTML objects, together with the JavaScript that makes them interactive. We can easily capture that HTML file if we want to share it with others via email, for example. You might consider having this as a feature in your dashboards. Your users can create the chart or report they want, convert it into HTML, download it, and share it with their colleagues.

All you have to do is provide a file path of where you want it to be saved. The method also takes several optional parameters for further customization. Let's convert our figure into HTML and add a config option to make it download the figure image in SVG format. The effect of this will be reflected in the HTML file when clicking on the camera icon. The code for this is straightforward...

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