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Matplotlib Data Visualization Tutorial• 6 min read

Subplots & Multi-Panel Dashboards

Master the object-oriented API using plt.subplots() to build clean multi-chart reporting dashboards.

The Figure and Axes Hierarchy

While plt.plot() acts on the active figure, the production approach uses the Object-Oriented interface: fig, axes = plt.subplots(nrows, ncols).

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Test Yourself With Exercise

+15 XP

What helper function adjusts spacing between subplots automatically to prevent label collisions?