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Python has specialized libraries tailored for different visualization needs: Matplotlib: Ideal for creating basic static plots like line charts and bar graphs

At first glance, users should get a snapshot of the business—like a funnel chart or a cumulative revenue trend line.

Data hierarchy is best visualized using charts and diagrams that represent parent-child relationships and structured levels.

the "best" way to display data changes over time is the one that most effectively communicates the insights you want to convey while considering the needs and expectations of your audience.

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