Interactive Dashboards and Data Apps with Plotly and Dash
Learn how to design and build Dash apps from scratch with this practical book that covers the different functionalities of Plotly and Dash for building dashboards and data apps. You’ll start by exploring the Dash ecosystem and go on to build a fully functional app as you discover options for fine-tuning and extending your app using new techniques.
Offered by
Difficulty Level
Intermediate
Completion Time
12h8m
Language
English
About Book
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.
Interactive Dashboards and Data Apps with Plotly and Dash
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 12h8m total length
Overview of the Dash Ecosystem
Exploring the Structure of a Dash App
Working with Plotly’s Figure Objects
Data Manipulation and Preparation - Paving the Way to Plotly Express
Interactively Comparing Values with Bar Charts and Dropdown Menus
Exploring Variables with Scatter Plots and Filtering Subsets with Sliders
Exploring Map Plots and Enriching Your Dashboards with Markdown
Calculating Data Frequency and Building Interactive Tables
Letting Your Data Speak for Itself with Machine Learning
Turbo-charge Your Apps with Advanced Callbacks
URLs and Multi-Page Apps
Deploying Your App
Next Steps
Related Resources
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