I have some questions about boxplots in matplotlib:
Question A. What do the markers that I highlighted below with Q1, Q2>
The box represents the first and third quartiles, with the red line the median (2nd quartile). The documentation gives the default whiskers at 1.5 IQR:
boxplot(x, notch=False, sym='+', vert=True, whis=1.5,
positions=None, widths=None, patch_artist=False,
bootstrap=None, usermedians=None, conf_intervals=None)
and
whis : [ default 1.5 ]
Defines the length of the whiskers as a function of the inner quartile range. They extend to the most extreme data point within ( whis*(75%-25%) ) data range.
If you're confused about different box plot representations try reading the description in wikipedia.