Back to search

What does vectorization mean in pandas?

Vectorization means using array-style operations on whole columns instead of Python loops over rows.

Pandas Easy Theory

What does vectorization mean in pandas?

Vectorization means using array-style operations on whole columns instead of Python loops over rows.

  • Operate on columns, not row-by-row
  • Usually faster than iterrows
  • Leverages NumPy underneath

What does vectorization mean in pandas?