MatplotlibXBy @CodeWithMunnaX
Catalog
Track: Essential Charts
Proportional Data12 mins

20. Stackplots & Cumulative Area Streams

A stackplot draws multiple area series stacked on top of one another, visualizing both individual category trends and the macro total sum over time.

Mental Model Intuition

Geological rock layers stacked on top of each other over historical eras.

Core Concepts & Mechanics

`plt.stackplot()` SyntaxSyntax

`plt.stackplot(x, y1, y2, y3, labels=..., colors=...)`.

Stackplots prevent visual clutter by eliminating overlapping line crossings.
plt.stackplot(x, y1, y2, labels=['A', 'B'])

Common Beginner Mistakes & Pro Fixes

Avoid the top errors and bad plotting practices that trip up new Python developers

Troubleshooting

Quick Lesson Takeaways

  • `plt.stackplot()` stacks continuous area curves.
  • Shows individual category shares and total combined volume.
  • Ideal for energy, bandwidth, financial budgets, and demographic shifts.
Topic 20 • Python IDE
Python 3.12 • Matplotlib
Run Python code to inspect terminal output.

Real-World Datasets (1-Click Switcher)

Switch from abstract numbers to relatable Cricket, Cinema & Business charts

5 Curated Datasets

Hands-on Challenge: Build a Stackplot

+50 XP

Write Matplotlib code to solve the objective and see your live plot render

Objective Instructions:

Create a stackplot for `x=[1, 2, 3]`, `y1=[5, 10, 15]`, `y2=[2, 4, 6]` with `labels=['Series 1', 'Series 2']` and `colors=['#6366F1', '#00D9C0']`.

Required Keywords:✓ plt.stackplot✓ labels
Challenge Code Editor
Challenge Output GraphLive Vector Preview
Write code on the left to render live challenge plot
End of Lesson Knowledge Check

Quick Mini Quiz: 2 Concept Questions

Test your understanding to unlock the lesson completion badge

Q1

Which Matplotlib function is used to create a standard continuous 2D line plot?

Q2

What must you call after specifying label='...' so that the legend actually appears on the canvas?

0 of 2 answered