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Interactive Dashboards and Data Apps with Plotly and Dash

By Elias Dabbas
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  1. Free Chapter
    Chapter 1: Overview of the Dash Ecosystem
About this book
Plotly's Dash framework is a life-saver for Python developers who want to develop complete data apps and interactive dashboards without JavaScript, but you'll need to have the right guide to make sure you’re getting the most of it. With the help of this book, you'll be able to explore the functionalities of Dash for visualizing data in different ways. Interactive Dashboards and Data Apps with Plotly and Dash will first give you an overview of the Dash ecosystem, its main packages, and the third-party packages crucial for structuring and building different parts of your apps. You'll learn how to create a basic Dash app and add different features to it. Next, you’ll integrate controls such as dropdowns, checkboxes, sliders, date pickers, and more in the app and then link them to charts and other outputs. Depending on the data you are visualizing, you'll also add several types of charts, including scatter plots, line plots, bar charts, histograms, and maps, as well as explore the options available for customizing them. By the end of this book, you'll have developed the skills you need to create and deploy an interactive dashboard, handle complexities and code refactoring, and understand the process of improving your application.
Publication date:
May 2021
Publisher
Packt
Pages
364
ISBN
9781800568914

 

Section 1: Building a Dash App

This section provides a general overview of the Dash ecosystem, and shows how to get started with a minimal functional app.

This section comprises the following chapters:

  • 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
About the Author
  • Elias Dabbas

    Elias Dabbas is an online marketing and data science practitioner. He produces open-source software for building dashboards, data apps, as well as software for online marketing, with a focus on SEO, SEM, crawling, and text analysis.

    Browse publications by this author
Latest Reviews (1 reviews total)
Good bargain. I jave very good book Ford 5$.
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