Frame of reference. Kelvin immediately tells you the distance from absolute zero, which is at least somewhat relevant in this context. Celsius tells you the distance from liquid water which isn't very helpful in understanding the figure.
I think fewer people know the offset between K and C than the fact that 0K represents absolute zero.
I think fewer people know the offset between K and C than the fact that 0K represents absolute zero.