Common mistakes when choosing a scale include the following:

• Applying log scales to data containing zero or negative values
• Choosing scales based on aesthetics rather than analytical clarity
• Misinterpreting slopes on log plots as if they were linear
• Forgetting to clarify that a log scale is being used