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First Dive into seaborn Visualization
course content

Course Content

First Dive into seaborn Visualization

First Dive into seaborn Visualization

1. Nice to Meet you, seaborn!
Practical ApplicationA Little about seabornCountplotSeaborn + Pandas
2. More and More Plots
Do you Need more Plots?Scatterplot3-variable ScatterplotColors in a 3-variable PlotLineplot3-variable LineplotHistplot
3. Plot Customization
Why do we Need to Customize?Adding the Plot TitleLet's Cope with AxesDecoration 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.

Task

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

Task

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

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Section 3. Chapter 4
toggle bottom row

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.

Task

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

Task

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

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

Section 3. Chapter 4
toggle bottom row

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.

Task

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

Task

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

Switch to desktop for real-world practiceContinue from where you are using one of the options below

Everything was clear?

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.

Task

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

Switch to desktop for real-world practiceContinue from where you are using one of the options below
Section 3. Chapter 4
Switch to desktop for real-world practiceContinue from where you are using one of the options below
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