Log scale in pandas scatter_matrix

Question

Is it possible to logarithmically scale each of the scatter plots produced by pandas.scatter_matrix ? I want the following to work

>>> pandas.scatter_matrix(my_dataframe, logy=True, logx=True)

Answer 1

you can do:

axl = pandas.scatter_matrix(my_dataframe)
for i, axs in enumerate(axl):
    for j, ax in enumerate(axs):
        if i != j:  # only the scatter plots
            ax.set_xscale('log')
            ax.set_yscale('log')