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edX

Visualizing Christmas Song Data with Plotly and Dash

via edX

Overview

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Develop intermediate data analysis and visualization skills using historical Billboard Christmas music data. Use pandas to examine, clean, and explore the dataset while identifying patterns in holiday chart performance.

Create interactive visualizations with Plotly and learn how styling, visual layers, and interactive features can communicate findings clearly. Then use Dash to organize charts into a dynamic web application that lets users explore the data.

Complete the path by combining your analyses and visualizations into a polished dashboard showcasing holiday music trends across decades. This path is suited to learners with foundational Python knowledge who want practical experience building an interactive data project.

Syllabus

  • Analyze Billboard holiday music data using pandas
  • Identify patterns and trends in historical chart performance
  • Create interactive data visualizations with Plotly
  • Style charts to communicate insights clearly
  • Build responsive visualization layouts with Dash
  • Add interactive controls that support data exploration
  • Combine analyses and charts into a polished dashboard

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