Interactive Dashboards and Data Apps with Plotly and Dash

Introduction: Map Plots and Enriching Dashboards with Markdown

Explore how to create dynamic map visualizations including choropleth and scatter plots using Mapbox in Dash. Learn to enrich your dashboards with Markdown components and use callbacks for interactive map features.

We'll cover the following...

1.Plotly's Dash Framework

2.Overview of the Dash Ecosystem

3.Exploring the Structure of a Dash App

4.Working with Plotly's Figure Objects

5.Data Manipulation and Preparation using Plotly Express

6.Interactively Comparing Values with Bar Charts and Drop-Down Menus

7.Exploring Variables and Filtering Subsets

Project

8.Exploring Map Plots and Enriching Dashboards with Markdown

9.Calculating the Frequency of Data with Histograms and Tables

10.Letting the Data Speak for Itself with Machine Learning

11.Turbocharge Apps with Advanced Callbacks

12.URLs and Multipage Apps

13.Deploying the App

14.Next Steps

15.Appendix

Project

Introduction: Map Plots and Enriching Dashboards with Markdown