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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

bookCountplot

A countplot is a plot that takes a categorical list and returns columns that represent the number of list entries for each category.

An example of a countplot:

To initialize a countplot, we need to input at least 1 parameter: x (the column in which values will be counted).

Note

We may also use y instead of x to change the orientation of the plot.

As the seaborn is based on the matplotlib, we may use a special matplotlib.pyplot library and its function plt.show() to show the plot:

Look at the code below!


              
12345678910111213

            
# Importing the Seaborn 
import seaborn as sns
# Importing the matplotlib.pyplot
import matplotlib.pyplot as plt

# Data list
data_list = ['apple', 'fish', 'milk', 'milk', 'apple', 'apple', 'milk', 'fish', 'fish']

# Creating the countplot
sns.countplot(x = data_list)

# Showing the plot
plt.show()
copy

Let's solve this problem!

Task

  1. Import the seaborn library with the sns alias.
  2. Import the matplotlib.pyplot library with the plt alias.
  3. Initialize the x-oriented countplot for guests_list.
  4. Show the plot.

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!

Section 1. Chapter 3
toggle bottom row

bookCountplot

A countplot is a plot that takes a categorical list and returns columns that represent the number of list entries for each category.

An example of a countplot:

To initialize a countplot, we need to input at least 1 parameter: x (the column in which values will be counted).

Note

We may also use y instead of x to change the orientation of the plot.

As the seaborn is based on the matplotlib, we may use a special matplotlib.pyplot library and its function plt.show() to show the plot:

Look at the code below!


              
12345678910111213

            
# Importing the Seaborn 
import seaborn as sns
# Importing the matplotlib.pyplot
import matplotlib.pyplot as plt

# Data list
data_list = ['apple', 'fish', 'milk', 'milk', 'apple', 'apple', 'milk', 'fish', 'fish']

# Creating the countplot
sns.countplot(x = data_list)

# Showing the plot
plt.show()
copy

Let's solve this problem!

Task

  1. Import the seaborn library with the sns alias.
  2. Import the matplotlib.pyplot library with the plt alias.
  3. Initialize the x-oriented countplot for guests_list.
  4. Show the plot.

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!

Section 1. Chapter 3
toggle bottom row

bookCountplot

A countplot is a plot that takes a categorical list and returns columns that represent the number of list entries for each category.

An example of a countplot:

To initialize a countplot, we need to input at least 1 parameter: x (the column in which values will be counted).

Note

We may also use y instead of x to change the orientation of the plot.

As the seaborn is based on the matplotlib, we may use a special matplotlib.pyplot library and its function plt.show() to show the plot:

Look at the code below!


              
12345678910111213

            
# Importing the Seaborn 
import seaborn as sns
# Importing the matplotlib.pyplot
import matplotlib.pyplot as plt

# Data list
data_list = ['apple', 'fish', 'milk', 'milk', 'apple', 'apple', 'milk', 'fish', 'fish']

# Creating the countplot
sns.countplot(x = data_list)

# Showing the plot
plt.show()
copy

Let's solve this problem!

Task

  1. Import the seaborn library with the sns alias.
  2. Import the matplotlib.pyplot library with the plt alias.
  3. Initialize the x-oriented countplot for guests_list.
  4. Show the plot.

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!

A countplot is a plot that takes a categorical list and returns columns that represent the number of list entries for each category.

An example of a countplot:

To initialize a countplot, we need to input at least 1 parameter: x (the column in which values will be counted).

Note

We may also use y instead of x to change the orientation of the plot.

As the seaborn is based on the matplotlib, we may use a special matplotlib.pyplot library and its function plt.show() to show the plot:

Look at the code below!


              
12345678910111213

            
# Importing the Seaborn 
import seaborn as sns
# Importing the matplotlib.pyplot
import matplotlib.pyplot as plt

# Data list
data_list = ['apple', 'fish', 'milk', 'milk', 'apple', 'apple', 'milk', 'fish', 'fish']

# Creating the countplot
sns.countplot(x = data_list)

# Showing the plot
plt.show()
copy

Let's solve this problem!

Task

  1. Import the seaborn library with the sns alias.
  2. Import the matplotlib.pyplot library with the plt alias.
  3. Initialize the x-oriented countplot for guests_list.
  4. Show the plot.

Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
Section 1. Chapter 3
Switch to desktopSwitch to desktop for real-world practiceContinue from where you are using one of the options below
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