Every chart type has its trade-offs. So instead of trying to show everything at once, use multiple views to show things separate.
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Visualize This: The FlowingData Guide to Design, Visualization, and Statistics
Visualize This: The FlowingData Guide to Design, Visualization, and Statistics
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