Get the mode(s) of each element along the selected axis.

The mode of a set of values is the value that appears most often. It can be multiple values.

param axis
{0 or ‘index’, 1 or ‘columns’}, default 0

The axis to iterate over while searching for the mode:

  • 0 or ‘index’ : get mode of each column

  • 1 or ‘columns’ : get mode of each row

param numeric_only
bool, default False

If True, only apply to numeric columns.

param dropna
bool, default True

Don’t consider counts of NaN/NaT.

New in version 0.24.0.


DataFrame The modes of each column or row.


This feature is currently unsupported by Intel Scalable Dataframe Compiler