How does Pandas handle memory alignment during arithmetic operations?

Pandas aligns data by index labels before performing arithmetic operations.

Before executing arithmetic operations, Pandas aligns Series/DataFrames based on index labels. This ensures semantic correctness but can introduce NaN values for mismatched indices. Internally, alignment uses hash-based lookup structures for efficiency.