How do I create histograms for all variables except one in Python?

Question

df.hist() gives you histograms for all variables. df.hist(column='age') gives you a histogram for just age.

What if I want histograms for all variables except one? Do I have to do them separately? And what's the difference between using df.hist() and the Matplotlib version anyway?

Answer 1

Save the column that you want to exclude in a variable: exclude = ["age"]

And the plot the histogram accordingly: df.loc[:, df.columns.difference(exclude)].hist(figsize=(15, 10));

This should solve your problem.