How do I retrieve the number of columns in a Pandas data frame?

Question

How do you programmatically retrieve the number of columns in a pandas dataframe? I was hoping for something like:

df.num_columns

Answer 1

Alternative:

df.shape[1]

(df.shape[0] is the number of rows)