Create eventplot using PyPlot.jl through Plots.jl

I would like to create what matplotlib calls an eventplot. As far as I understand, this is only viable through the PyPlot backend for Plots. I tried the following:

using Random
using Plots

events = rand((0,1), 100)
eventplot(events)  # UndefVarError

Just calling evenplot does not work (why?). For the second method, I am then unsure on how to display/access the plot.

Help would be much appreciated, thanks!