Book Image

Interactive Dashboards and Data Apps with Plotly and Dash

By : Elias Dabbas
Book Image

Interactive Dashboards and Data Apps with Plotly and Dash

By: Elias 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)
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

Creating a Markdown component

Markdown is a way to produce HTML in a manner that is easy to write and also easy to read. The output would be displayed as any HTML document would, but the process of writing it and reading it is much easier. Compare the following two snippets, which result in the same HTML output:

Using pure HTML, we would write the following:

<h1>This is the main text of the page</h1>
<h3>This is secondary text</h2>
<ul>
  <li>first item</li>
  <li>second item</li>
  <li>third item</li>
</ul>

The same code can be written with Markdown as follows:

# This is the main text of the page
### This is secondary text
* first item
* second item
* third item

I think it's clear that Markdown is much easier to write, as well as to read, especially when you have nested items such as the <ul> unordered list we have here.

The Markdown component works...