Spine charts concept in Matplotlib - Interactive Code Practice

Practice - 5 Tasks

1fill in blank

easy

Complete the code to import the matplotlib library for plotting spine charts.

Matplotlib

import [1] as plt

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Aseaborn

Bpandas

Cmatplotlib.pyplot

Dnumpy

Attempts:

3 left

💡 Hint

Common Mistakes

Importing the whole matplotlib instead of pyplot.

Using unrelated libraries like pandas or numpy.

We use matplotlib.pyplot as the standard module for plotting charts including spine charts.

2fill in blank

medium

Complete the code to create a figure and axis for plotting a spine chart.

Matplotlib

fig, ax = plt.[1]()

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Asubplots

Bshow

Cplot

Dfigure

Attempts:

3 left

💡 Hint

Common Mistakes

Using plot() which draws lines but does not create figure and axis.

Using figure() alone which returns only the figure.

The subplots() function creates a figure and axes for plotting.

3fill in blank

hard

Fix the error in the code to set the spine color to red.

Matplotlib

ax.spines['bottom'].set_[1]('red')

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Aposition

Bwidth

Cvisible

Dcolor

Attempts:

3 left

💡 Hint

Common Mistakes

Using set_width which changes thickness, not color.

Using set_visible which hides or shows the spine.

The set_color() method changes the spine color.

4fill in blank

hard

Fill both blanks to hide the top and right spines of the plot.

Matplotlib

ax.spines['[1]'].set_visible(False)
ax.spines['[2]'].set_visible(False)

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Atop

Bbottom

Cright

Dleft

Attempts:

3 left

💡 Hint

Common Mistakes

Hiding bottom or left spines instead of top or right.

Using set_color instead of set_visible.

To hide the top and right spines, set their visibility to False.

5fill in blank

hard

Fill all three blanks to create a spine chart with custom spine positions.

Matplotlib

ax.spines['left'].set_position(('[1]', [2]))
ax.spines['bottom'].set_position(('[3]', 0))

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Aoutward

Baxes

Cdata

D10

Attempts:

3 left

💡 Hint

Common Mistakes

Using incorrect position types like 'left' or 'right'.

Forgetting to provide the numeric value for the position.

The left spine is moved outward by 10 points, and the bottom spine is positioned at the axes coordinate 0.