Generally speaking, the scope of work is outlined by and included within the statement of work documentation.
The scope of work covers the project description, along with its purpose and intended deliverables.
By contrast, the statement of work refers to the legal documentation itself, along with the detailed tasks that must be performed to fulfill the scope of the project.