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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 Harness the power of a fully fledged frontend web framework in Python – no JavaScript required

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Product type Paperback
Published in May 2021
Publisher Packt
ISBN-13 9781800568914
Length 364 pages
Edition 1st Edition
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Author (1):
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Elias Dabbas Elias Dabbas
Author Profile Icon Elias Dabbas
Elias Dabbas
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Table of Contents (18) Chapters Close

Preface 1. Section 1: Building a Dash App
2. Chapter 1: Overview of the Dash Ecosystem FREE CHAPTER 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

Chapter 1: Overview of the Dash Ecosystem

One of the few constants in our work with data is the amount of change in the volume, sources, and types of data that we deal with. Being able to quickly combine data from different sources and explore them is crucial. Dash is not only for exploring data; it can be used for almost all phases of the data analysis process, from exploration to operational production environments.

In this chapter, we will get an overview of Dash's ecosystem and focus on building the layout, or the user-facing part, of the app. By the end of the chapter, you will be able to build a running app with almost any visual component you want, but without interactivity.

The following topics will be covered:

  • Setting up your environment
  • Exploring Dash and other supporting packages
  • Understanding the general structure of a Dash app
  • Creating and running the simplest app
  • Adding HTML and other components to the app
  • Learning how to structure the layout and managing themes
You have been reading a chapter from
Interactive Dashboards and Data Apps with Plotly and Dash
Published in: May 2021
Publisher: Packt
ISBN-13: 9781800568914
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