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Learn Seaborn Introduction | Plotting with Seaborn
Ultimate Visualization with Python

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Seaborn Introduction

Seaborn is a high-level plotting library based on matplotlib. Let's have a look at its advantages in comparison to matplotlib:

  • simpler interface;

  • a wide range of default styles and color palettes;

  • works well with pandas DataFrame;

  • a wide range of built-in statistical functions.

Here is an example of a plot created using seaborn with just one line of code:

Note
Note

Apparently, everything you can accomplish using seaborn can be also done with matplotlib, yet it may often take more time and effort.

However, matplotlib being a rather low-level library in comparison, offers more flexibility for your plots, so if you need to create a rather unique plot with a lot of customizations, matplotlib is still the best choice.

Task

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Import the seaborn library with the sns alias.

Solution

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SectionΒ 5. ChapterΒ 1
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book
Seaborn Introduction

Seaborn is a high-level plotting library based on matplotlib. Let's have a look at its advantages in comparison to matplotlib:

  • simpler interface;

  • a wide range of default styles and color palettes;

  • works well with pandas DataFrame;

  • a wide range of built-in statistical functions.

Here is an example of a plot created using seaborn with just one line of code:

Note
Note

Apparently, everything you can accomplish using seaborn can be also done with matplotlib, yet it may often take more time and effort.

However, matplotlib being a rather low-level library in comparison, offers more flexibility for your plots, so if you need to create a rather unique plot with a lot of customizations, matplotlib is still the best choice.

Task

Swipe to start coding

Import the seaborn library with the sns alias.

Solution

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Everything was clear?

How can we improve it?

Thanks for your feedback!

SectionΒ 5. ChapterΒ 1
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
We're sorry to hear that something went wrong. What happened?
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