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Interactive Dashboards and Data Apps with Plotly and Dash
Interactive Dashboards and Data Apps with Plotly and Dash

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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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
Estimated delivery fee Deliver to Isle of Man

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Publication date, Length, Edition, Language, ISBN-13
Publication date : May 21, 2021
Length: 364 pages
Edition : 1st
Language : English
ISBN-13 : 9781800568914
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What do you get with Print?

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Product feature icon Redeem a companion digital copy on all Print orders
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Product feature icon AI Assistant (beta) to help accelerate your learning
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Estimated delivery fee Deliver to Isle of Man

Economy delivery 10 - 13 business days

£4.95

Premium delivery 6 - 9 business days

£16.95
(Includes tracking information)

Product Details

Publication date : May 21, 2021
Length: 364 pages
Edition : 1st
Language : English
ISBN-13 : 9781800568914
Category :
Languages :
Tools :

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Frequently bought together


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Total £ 129.97
Hands-On Data Analysis with Pandas
£48.99
Interactive Dashboards and Data Apps with Plotly and Dash
£38.99
Machine Learning for Time-Series with Python
£41.99
Total £ 129.97 Stars icon
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Customer reviews

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Rating distribution
Full star icon Full star icon Full star icon Full star icon Half star icon 4.4
(24 Ratings)
5 star 62.5%
4 star 20.8%
3 star 12.5%
2 star 0%
1 star 4.2%
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Faris Dec 21, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
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 Amazon
Kindle Customer Sep 28, 2021
Full star icon Full star icon Full star icon Full star icon Full star icon 5
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!!
Amazon Verified review Amazon
Johnson May 14, 2022
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Really good book. Very brief, informative and useful. I love this book.
Amazon Verified review Amazon
adam Aug 06, 2021
Full star icon Full star icon Full star icon Full star icon Full star icon 5
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.
Amazon Verified review Amazon
Sebastian LC Aug 05, 2021
Full star icon Full star icon Full star icon Full star icon Full star icon 5
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!
Amazon Verified review Amazon
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Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.


Unfortunately, due to several restrictions, we are unable to ship to the following countries:

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