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

Countplot

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()

Let's solve this problem!

Завдання

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

Завдання

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

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

Все було зрозуміло?

Секція 1. Розділ 3

Countplot

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()

Let's solve this problem!

Завдання

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

Завдання

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

Все було зрозуміло?

Секція 1. Розділ 3

Countplot

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()

Let's solve this problem!

Завдання

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

Завдання

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

Все було зрозуміло?

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()

Let's solve this problem!

Завдання

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

Секція 1. Розділ 3