What is the difference between inplace operations and reassignment in Pandas?

Inplace modifies the object directly, while reassignment creates a new DataFrame.

In Pandas, inplace=True attempts to modify the existing DataFrame without returning a new object. However, many operations still create intermediate copies internally due to immutability of underlying structures. Reassignment is safer and more predictable in modern Pandas usage.