Зміст курсу

First Dive into seaborn Visualization

1. Nice to Meet you, seaborn!

Practical Application A Little about seaborn Countplot Seaborn + Pandas

2. More and More Plots

Do you Need more Plots?Scatterplot 3-variable Scatterplot Colors in a 3-variable Plot Lineplot 3-variable Lineplot Histplot

3. Plot Customization

Why do we Need to Customize?Adding the Plot Title Let's Cope with Axes Decoration and...Decoration!I'm an Artist, that's how I See it!Final Challenge

Decoration and...Decoration!

Setting the style for the plot

To set the style use:

Styles available: white, dark, whitegrid, darkgrid, ticks etc.

Changing colors of the main elements of the plot

seaborn has different palette options. Below there are a few of them.

Palettes: RdBu, PRGn, RdBu_r, PRGn_r (different colors in the palette), Greys, Blues, PuRd, GnBu (gradient colors).

You can also create your unique palette by creating a list variable. To set the palette use:

Context setting

To set the context use:

Contexts available: paper, notebook, talk, poster etc.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Перейдіть на комп'ютер для реальної практикиПродовжуйте з того місця, де ви зупинились, використовуючи один з наведених нижче варіантів

Все було зрозуміло?

Секція 3. Розділ 4

Decoration and...Decoration!

Setting the style for the plot

To set the style use:

Styles available: white, dark, whitegrid, darkgrid, ticks etc.

Changing colors of the main elements of the plot

seaborn has different palette options. Below there are a few of them.

Palettes: RdBu, PRGn, RdBu_r, PRGn_r (different colors in the palette), Greys, Blues, PuRd, GnBu (gradient colors).

You can also create your unique palette by creating a list variable. To set the palette use:

Context setting

To set the context use:

Contexts available: paper, notebook, talk, poster etc.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Все було зрозуміло?

Секція 3. Розділ 4

Decoration and...Decoration!

Setting the style for the plot

To set the style use:

Styles available: white, dark, whitegrid, darkgrid, ticks etc.

Changing colors of the main elements of the plot

seaborn has different palette options. Below there are a few of them.

Palettes: RdBu, PRGn, RdBu_r, PRGn_r (different colors in the palette), Greys, Blues, PuRd, GnBu (gradient colors).

You can also create your unique palette by creating a list variable. To set the palette use:

Context setting

To set the context use:

Contexts available: paper, notebook, talk, poster etc.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Все було зрозуміло?

Setting the style for the plot

To set the style use:

Styles available: white, dark, whitegrid, darkgrid, ticks etc.

Changing colors of the main elements of the plot

seaborn has different palette options. Below there are a few of them.

Palettes: RdBu, PRGn, RdBu_r, PRGn_r (different colors in the palette), Greys, Blues, PuRd, GnBu (gradient colors).

You can also create your unique palette by creating a list variable. To set the palette use:

Context setting

To set the context use:

Contexts available: paper, notebook, talk, poster etc.

Завдання

Import seaborn with sns alias.
Import matplotlib.pyplot with plt alias.
Import pandas with pd alias.
Set the 'whitegrid' style.
Set the 'paper' context.
Rotate labels along the Ox axis by 45 degrees.

Секція 3. Розділ 4