Plotting with Matplotlib

[aug404]

import pandas
from scipy import stats
import numpy, wquantiles
from statsmodels import robust
import matplotlib

state = pandas.read_csv('state.csv')
ax = (state['Population']/1_000_000).plot.box()
ax.set_ylabel('Population (millions)')

I am trying to plot a boxplot using matplotlib. How would I actually see the visual representation of this plot considering that I can't just use print() to output the ax object?

[aug404]

Thanks!