You Do Need power plug adapter while traveling from Tanzania to Samoa.

Here is Why You Need An Adapter

The outlet and plug type used in Samoa is I and in Tanzania are D and G. This is how they look like.

Tanzania

In Tanzania, outlets of type D and G are in use.

Type D

Type G

Samoa

In Samoa, outlets of type I are in use.

Type I