Combining Seaborn and Matplotlib - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to import seaborn with its common alias.

Matplotlib

import [1] as sns

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Aplt

Bsns

Cmatplotlib

Dseaborn

Attempts:

3 left

💡 Hint

Common Mistakes

Using the alias name instead of the package name in the import.

Confusing matplotlib alias with seaborn.

Seaborn is commonly imported as sns. The import statement uses the full package name seaborn.

2fill in blank

medium

Complete the code to create a matplotlib figure and axis.

Matplotlib

fig, [1] = plt.subplots()

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Aaxes

Bax

Cplot

Dfigure

Attempts:

3 left

💡 Hint

Common Mistakes

Using figure or axes instead of ax.

Using plot which is a function, not a variable.

The common variable name for the axis object is ax. The plt.subplots() returns a figure and axis.

3fill in blank

hard

Fix the error in the code to plot a seaborn scatterplot on the matplotlib axis.

Matplotlib

sns.scatterplot(data=df, x='total_bill', y='tip', ax=[1])

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Aax

Bplt

Cfigure

Daxes

Attempts:

3 left

💡 Hint

Common Mistakes

Passing plt or figure instead of the axis.

Not passing the axis at all.

The ax parameter expects the matplotlib axis object, commonly named ax.

4fill in blank

hard

Fill both blanks to set the title and label the x-axis using matplotlib on the axis object.

Matplotlib

[1].set_title('Total Bill vs Tip')
[2].set_xlabel('Total Bill ($)')

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Aax

Bplt

Cfigure

Ddf

Attempts:

3 left

💡 Hint

Common Mistakes

Using plt instead of ax.

Using the dataframe variable df.

Both methods set_title and set_xlabel are called on the axis object ax.

5fill in blank

hard

Fill all three blanks to create a seaborn histogram on a matplotlib axis, set the title, and show the plot.

Matplotlib

fig, [1] = plt.subplots()
sns.histplot(data=df, x='total_bill', ax=[2])
[3].set_title('Histogram of Total Bill')
plt.show()

Drag options to blanks, or click blank then click option'

Aax

Dfigure

Attempts:

3 left

💡 Hint

Common Mistakes

Using figure instead of ax for the axis.

Not passing the axis to seaborn.

The axis object ax is used for the subplot, passed to seaborn, and to set the title.