8.4.Creating Dashboards with Plotly and Dash - sj50179/IBM-Data-Science-Professional-Certificate GitHub Wiki

In this module you will get started with dashboard creation using the Plotly library. You will create a dashboard with a theme 'US Domestic Airline Flights Performance'. You will do this using a US airline reporting carrier on-time performance dataset, Plotly, and Dash concepts learned throughout the course. Hands-on labs will follow each concept to make you comfortable with using the library. Reading lists will reference additional resources to learn more about the concepts covered.

Learning Objectives

• Identify high-level popular Python dashboarding tools.
• Demonstrate basic Plotly, Plotly.graph_objects, and Plotly express commands.
• Demonstrate using Dash and basic Dash components (core and HTML).
• Demonstrate adding different dashboard elements including text boxes, dropdown, graphs, and others.
• Apply interactivity to dash core and HTML components.
• Describe how a dashboard can be used to answer critical business questions.

---

• Creating Dashboards with Plotly and Dash
• Lab 4-1: Plotly basics: scatter, line, bar, bubble, histogram, pie, sunburst
• Lab 4-2: Dash basics: HTML and core components
• Lab 4-3: Add interactivity: user input and callbacks
• Lab 4-4: Flight Delay Time Statistics Dashboard