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The asinh transformation is useful for figures that have 0 values. It is very similar to log and works fine with 0. Other popular libraries, such as ggplot2 and Matplotlib, provide this scale.
That's what I've been using, but it's not as elegant as asinh as the transformation is not uniformly applied throughout the axis. In some cases, having a linear region around 0 can look strange.
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alshan commentedon Jul 14, 2026
Hi, try using 'symlog' transform on a scale:
scale_x_continuous(trans='symlog').apcamargo commentedon Jul 14, 2026
Hi Igor Alshannikov (@alshan)
That's what I've been using, but it's not as elegant as asinh as the transformation is not uniformly applied throughout the axis. In some cases, having a linear region around 0 can look strange.