It is possible to set a logarithmic scale for one or both axes. This functionality is in fact only one application of a more general transformation system in Matplotlib. Each of the axes' scales are ...

For now, this is a ticket to collect my thoughts. It's not completely thought though and therefore not yet actionable. Data limits are stored in Axes.dataLim and updated via a push-mechanism (plotting ...