Build web-based, mobile-friendly analytic apps and interactive
dashboards with Python Key Features 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 Book DescriptionPlotly'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. 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 Who this book is forThis 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.
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