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This tutorial demonstrates the difference between charts with horizontal axes based on dates versus text. The horizontal axis based on dates ensures equal distance between labels, while the text-based axis treats labels as separate entities. This impacts the visual representation of data, with equal differences between dates versus separate differences between text labels. The tutorial provides a comparison using a random sample dataset, highlighting the importance of selecting the appropriate axis based on how data is best represented.