Use a linear scale when:

• You care about absolute differences (“How much did this value change?”)
• Your data changes at a steady, additive rate.
• Values fall within a relatively narrow range.
• Your audience needs the most intuitive, straightforward view of the numbers.

Example scenarios include the following: temperature changes, depth measurements, distances, water levels, porosity ranges, or any dataset where values cluster within a tight numeric window.