barak.plot.distplot¶

barak.plot.distplot(vals, xvals=None, perc=(68, 95), showmean=False, showoutliers=True, color='forestgreen', ax=None, logx=False, logy=False, negval=None, **kwargs)[source]¶

Make a top-down histogram plot for an array of distributions. Shows the median, 68%, 95% ranges and outliers.

Similar to a boxplot.

Parameters :

vals : sequence of arrays 2-d array or a sequence of 1-d arrays. xvals : array of floats x positions. perc : array of floats (68, 95) The percentile levels to use for area shading. Defaults show the 68% and 95% percentile levels; roughly 1 and 2 sigma ranges for a Gaussian distribution. showmean : boolean (False) Whether to show the means as a dashed black line. showoutliers : boolean (False) Whether to show outliers past the highest percentile range. color : mpl color (‘forestgreen’) ax : mpl Axes object Plot to this mpl Axes instance. logx, logy : bool (False) Whether to use a log x or y axis. negval : float (None) If using a log y axis, replace negative plotting values with this value (by default it chooses a suitable value based on the data values).