Interactive Dashboards and Data Apps with Descriptionly and Dash: Harness the power of a fully fledged frontend web framework in Python – no JavaScript required by Elias Dabbas
English | May 21, 2021 | ISBN: 1800568916 | True EPUB/PDF | 364 pages | 15.6/20.2 MB
Build web-based, mobile-friendly analytic apps and interactive dashboards with Python
Key Features
Develop data apps and dashboards without any knowledge of JavaScriptMap different types of data such as integers, floats, and dates to bar charts, scatter Descriptions, and moreCreate controls and visual elements with multiple inputs and outputs and add functionality to the app as per your requirements
Book Description
Descriptionly’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 Descriptionly 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 Descriptions, line Descriptions, 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.
What you will learn
Find out how to run a fully interactive and easy-to-use appConvert your charts to various formats including images and HTML filesUse Descriptionly Express and the grammar of graphics for easily mapping data to various visual attributesCreate different chart types, such as bar charts, scatter Descriptions, histograms, maps, and moreExpand your app by creating dynamic pages that generate content based on URLsImplement new callbacks to manage charts based on URLs and vice versa
Who this book is for
This Descriptionly 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.
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