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To summarize, if you specifically want to show:
- Change over time, use a line chart
- Complex relationships between numbers, use a scatter plot
- Percentages, use a pictogram
- Ranked items, use a pyramid or quadrant chart
- Processes, use a flowchart or Gantt chart
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