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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 1. Section 1: Building a Dash App
2. Chapter 1: Overview of the Dash Ecosystem 3. Chapter 2: Exploring the Structure of a Dash App 4. Chapter 3: Working with Plotly's Figure Objects 5. Chapter 4: Data Manipulation and Preparation, Paving the Way to Plotly Express 6. Section 2: Adding Functionality to Your App with Real Data
7. Chapter 5: Interactively Comparing Values with Bar Charts and Dropdown Menus 8. Chapter 6: Exploring Variables with Scatter Plots and Filtering Subsets with Sliders 9. Chapter 7: Exploring Map Plots and Enriching Your Dashboards with Markdown 10. Chapter 8: Calculating the Frequency of Your Data with Histograms and Building Interactive Tables 11. Section 3: Taking Your App to the Next Level
12. Chapter 9: Letting Your Data Speak for Itself with Machine Learning 13. Chapter 10: Turbo-charge Your Apps with Advanced Callbacks 14. Chapter 11: URLs and Multi-Page Apps 15. Chapter 12: Deploying Your App 16. Chapter 13: Next Steps 17. Other Books You May Enjoy

Getting to know the layout attribute

For the current figure that we are working on, let's add a title (for the whole figure), along with axis titles, to see how it works:

fig.layout.title = 'The Figure Title'
fig.layout.xaxis.title = 'The X-axis title'
fig.layout.yaxis.title = 'The Y-axis title'

As you can see, we are exploring the tree-like structure of our figure. There is a title attribute that falls directly under fig.layout, and there are also titles for fig.layout.xaxis and fig.layout.yaxis. To give you a sense of how detailed the available options are, Figure 3.3 shows some of the xaxis attributes that start with tick only:

Figure 3.3 – Some of the Figure object's layout.xaxis options

Figure 3.3 – Some of the Figure object's layout.xaxis options

Let's now look at the effect of the four lines of code we just added:

Figure 3.4 – The updated figure containing two traces, a legend, and titles

Figure 3.4 – The updated figure containing two traces, a legend, and titles

The three titles we have...

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