Created
September 17, 2012 11:05
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Nabble boxplot email
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Dear matplotlib developers, | |
I am attaching an updated boxplot method for axes.py that I would like | |
to suggest as a replacement for the present one in 0.90. My code does | |
not change any of the existing functionality, and simply adds a few | |
options to the existing code: | |
* I wanted to be able to draw boxplots entirely in black. | |
* When plotting several boxes on the same axes, where some boxes are | |
very small in comparison to others, the box outline and notch can | |
totally mask the median line information. So I added an option to draw | |
*no* box if the box is sufficiently small so that the median line is | |
clear. The inner whisker limits provide the only information about q1 | |
and q3 in this case. | |
* I personally don't find the adaptive notch size very attractive for | |
publication-quality plots. I added a feature to keep the notch size | |
fixed (notch==2). This means that very small boxes will foul up, so if | |
the fixed notch size is smaller than the box height then the "no box" | |
option is automatically forced on. Fixed notch size is set using the | |
'notchsize' parameter. | |
* I wanted to include an additional (and optional) line in the box for | |
the mean average of the data (but not associated with an additional | |
notch). | |
* I wanted to make the boxes white-fillable in case they are placed | |
over background lines. | |
* I wanted to set my own axes limits externally, and prevent ticks on | |
the plot so that I can label the graphs myself and add additional | |
info. | |
The attached PNG graphic exemplifies these suggestions with the new | |
code for a plot that is appearing in an IEEE journal article (please | |
ignore the black triangle that has nothing to do with the | |
boxplotting). All the new features involve optional parameters to the | |
method signature, defaulting in their absence to the existing | |
functionality. | |
The code for the method includes an updated docstring that reflects | |
how these features are used. Note that I've also made a few minor | |
edits to the existing parts of the docstring text for clarity: in | |
particular, regarding the return value, as the existing statement | |
apparently was not updated when the method was changed to return a | |
dictionary. | |
Please feel to discuss these ideas with me. | |
Regards, | |
Rob |
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