Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Catplot

Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Catplot

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Interactive Video

Information Technology (IT), Architecture, Social Studies, Performing Arts

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Hard

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This video tutorial explores the use of Seaborn's cat plot function to create categorical scatter plots using the tips dataset. It covers setting plot styles, including color codes, and demonstrates how to create various plot types such as swarm, box, and violin plots. The tutorial also discusses the use of hues to differentiate data by categories like gender and concludes with an overview of creating bar charts. The video encourages viewers to explore different plot styles and kinds available in Seaborn.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of using the Seaborn cat plot function?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you set the style of a plot in Seaborn?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What does setting the jitter property to false do to the plot?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how you can differentiate data by gender in a Seaborn plot.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the appearance of a violin plot in Seaborn.

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of using bar charts in data visualization with Seaborn?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some different kinds of plots you can create using Seaborn?

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