Interactive Dashboards and Data Apps with Plotly and Dash

Exercise: Merging Datasets

Explore how to merge two datasets, drop null values, and clean data in Python. This exercise helps you practice essential data manipulation skills needed for preparing data before visualization with Plotly Express.

We'll cover the following...

Tasks
Coding workspace

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

Exercise: Merging Datasets

Tasks