I saw this tutorial in R w/ autoplot. They plotted the loadings and loading labels:
R
autoplot
autoplot(prcomp(df), data = iris, colour = \'S
I found the answer here by @teddyroland: https://github.com/teddyroland/python-biplot/blob/master/biplot.py