Best practices include:

  • Label the axis clearly, especially when using log scaling.
  • Explain briefly why the scale was chosen, especially for non-technical audiences.
  • Show side-by-side views when both absolute and relative perspectives matter.
  • Maintain consistent scaling across related visuals to avoid confusion.