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Key benefits

Develop data apps and dashboards without any knowledge of JavaScript

Map different types of data such as integers, floats, and dates to bar charts, scatter plots, and more

Create controls and visual elements with multiple inputs and outputs and add functionality to the app as per your requirements

Description

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.

Who is this book for?

This Plotly Dash book is for data professionals and data analysts who want to gain a better understanding of their data with the help of different visualizations and dashboards – and without having to use JS. Basic knowledge of the Python programming language and HTML will help you to grasp the concepts covered in this book more effectively, but it’s not a prerequisite.

What you will learn

Find out how to run a fully interactive and easy-to-use app

Convert your charts to various formats including images and HTML files

Use Plotly Express and the grammar of graphics for easily mapping data to various visual attributes

Create different chart types, such as bar charts, scatter plots, histograms, maps, and more

Expand your app by creating dynamic pages that generate content based on URLs

Implement new callbacks to manage charts based on URLs and vice versa

What do you get with eBook?

Instant access to your Digital eBook purchase

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

$64.99

Interactive Dashboards and Data Apps with Plotly and Dash

$51.99

Machine Learning for Time-Series with Python

$54.99

Total $ 171.97

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Amazon verified reviews

Faris Dec 21, 2022

So happy I bought this book. It is very well written and explains itty gritty things of Python Dash in detail to get you up to speed and running independently.

Amazon Verified review

Kindle Customer Sep 28, 2021

This is a great book and my new go to resource for DASH apps! The author’s style is very readable, and his explanations of concepts are very well thought out. I wish I would have had this book when I first started building DASH apps (about two years ago), it would have saved me a bunch of time. The book covers a wide range of topics; from interactive histograms, to scatterplots, to maps, to deployment, and a lot more. The early chapters have a lot of useful nuggets (even if you are experienced with DASH), and the advanced chapters are a truly great resource. Highly recommend!!

Johnson May 14, 2022

Really good book. Very brief, informative and useful. I love this book.

adam Aug 06, 2021

The author's chapters are powerful in that they cover a wide gamut of Plotly Dash topics in an easy-to-understand manner. His didactic and concise style of writing allows the reader to fully grasp the power behind Plotly and Dash as well as set up their first app with ease. I felt like reading the book was an exciting and enriching journey that I undertook as I developed my Dash app together with the author. I would have loved to see more on the topic of machine learning.

Sebastian LC Aug 05, 2021

This book is excellent at getting you writing your own app and scaffolding knowledge as you go.Even as an employee of Plotly, having this book at my side has been invaluable.It speaks plainly without being dry and delves deep with losing the audience on the way.Can't recommend this enough as a resource!

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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