Visualizing Christmas Song Data with Plotly and Dash | CodeSignal Learn

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intermediate

Visualizing Christmas Song Data with Plotly and Dash

Data Science & Analytics

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4 courses

79 practices

10 hours

🎄 Learn data viz with Christmas music! Use Pandas, Plotly & Dash to analyze Billboard holiday hits and create interactive dashboards. Explore festive trends from the 50s to now. Perfect for adding holiday sparkle to your data skills! 🎄📊

4.67

318 learners

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Certificate of Achievement

Verified skills you'll gain

DEVELOPING

Data Cleaning and Preprocessing

INTERMEDIATE

Data Visualization and Reporting

Tools you'll use

Dash

Pandas

Plotly

Python

Course 1

Deck the Data: Exploring Christmas Charts with Pandas

5 lessons

25 practices

Begin your journey through Billboard Christmas history by mastering the fundamentals of data analysis with pandas! Like unpacking a box of ornaments, we'll carefully examine each aspect of our holiday dataset, learning essential pandas operations while discovering interesting patterns in Christmas music charting history.

Course 2

Making Spirits Bright with Plotly

5 lessons

23 practices

Unwrap the fundamentals of data visualization! We'll explore how to transform our Christmas songs dataset into engaging, interactive visualizations using Plotly. Like decorating a Christmas tree, you'll learn how to add layers of visual elements, interactivity, and style to create beautiful and informative charts that tell stories about holiday music through the decades.

Course 3

Dashing Through Dash

4 lessons

19 practices

Time to add some interactive magic! We'll transform our static Plotly charts into dynamic web applications using Dash. Like arranging presents under the tree, you'll learn to organize your visualizations into clean layouts and add interactive elements that let users explore the data like kids exploring their stockings on Christmas morning.

Course 4

Joy to the World - Building the Complete Dashboard

4 lessons

12 practices

Put a bow on everything you've learned! On our final day, we'll bring together all our tools and techniques to create a polished, professional dashboard that would impress even Santa's data science elves. You'll leave with a beautiful, interactive visualization project that showcases holiday music trends across the years.

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