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Interactive Dashboards and Data Apps with Plotly and Dash

Interactive Dashboards and Data Apps with Plotly and Dash

By : Dabbas
4.4 (24)
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Interactive Dashboards and Data Apps with Plotly and Dash

Interactive Dashboards and Data Apps with Plotly and Dash

4.4 (24)
By: Dabbas

Overview of 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.
Table of Contents (18 chapters)
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1
Section 1: Building a Dash App
6
Section 2: Adding Functionality to Your App with Real Data
11
Section 3: Taking Your App to the Next Level

Chapter 11: URLs and Multi-Page Apps

So far, we have been building everything on one page. We kept adding new charts and interactive components to a single div and incorporated them as we saw fit. Adding new URLs can be useful for space-saving purposes, so that we don't end up having too many components on a single page. URLs also serve as a tool for classifying content and providing context, so users know "where" they are and what they are doing.

Even more interesting is the ability to programmatically generate many additional pages to your app, simply by displaying content based on the URL (or any part of it). This is what we will do in this chapter.

Once we get to know how the Location and Link components work, we will then make a slight change to the structure of the app, by making and isolating new layouts. Then, it will be clear how easy it is to make a multi-page app. We will have a general layout with an empty area in the middle, and using a simple rule...

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