A.4.2.4 Axis Scales

Cartesian axes with various scaling options are used in the Plane, Cube and Time plot windows. By default, these axes are scaled linearly, meaning a constant difference in data values maps to a constant distance on the plot axis, but other scalings can be chosen.

The available options, mapping data coordinate d to a position on the graphical axis g are:

Linear

Linear scaling, g ∝ d.

Log

Logarithmic scaling, g ∝ log(d). Note that only positions strictly greater than zero can appear on the axis with this scaling, since log(x) is negative infinity for x=0, and undefined for x<0.

Asinh

Hyperbolic arcsine scaling, g ∝ sinh^-1(d/a). This function approximates to linear near the origin, and to positive or negative logarithmic (ln(d/2a) or -log(-d/2a)) for large positive or negative values. The parameter a dictates the approximate value of the smooth crossover between these regimes, and must be greater than zero. This scaling can thus accommodate a wide dynamic range like Log, but unlike Log it works with negative as well as positive values. This function is available from the expression language as asinh(x/a).

Symlog

So-called Symmetric Logarithmic scaling, g ∝ {|d|<= t : d/s; d < -t : -s - log₁₀(-d) + log₁₀(t); d > t : s + log₁₀(d) - log₁₀(t)} . The parameters t and s are also known as linthresh and linscale respectively. This provides linear scaling within a distance t of the origin, and positive or negative logarithmic scaling outside of that region. The s parameter is the ratio of the half-extent of the linear region to the extent of a decade in the logarithmic region. Both parameters must be greater than zero. The transition between the two regimes is abrupt and derivatives of the function there are in general discontinuous. This function is available from the expression language as symlog(t,s,x). It was copied from the matplotlib scale of the same name.

A plot comparing these scaling functions on linear axes is shown for reference below:

Scaling functions shown on linear axes.

These scales are selected for use in the Coords tab of the Axis Control for Plane, Cube and Time plot windows.

2d scatter plot using asinh and symlog axis scalings

You can select one of the options from the Scale selectors in the normal way using the drop-down list or the little left-right arrows to cycle through the choices. Some of these options (Asinh and Symlog) require parameters, and labelled entry boxes will appear next to the selector when they are selected. To adjust them you can either type in a number or use the tiny up-down arrows to step through larger or smaller values. Hovering over the entry box will pop up a tooltip explaining its meaning.