How does Pandas manage internal index alignment during binary operations?

Pandas aligns data by index labels before performing any binary operation.

Before arithmetic or logical operations between Series/DataFrames, Pandas performs index alignment. It builds union of indices, reindexes both operands, and fills missing values with NaN. This ensures correctness but introduces computational overhead, especially for large or non-overlapping indices.