Hi James,
The input voltage is your mains voltage.
That is the PRIMARY.
The secondary is the lowered outputput voltage from the transformer.
Primary is 220v 'for example', Secondary is the 12v output .
Years of physics wont help you with the basics,
Basics are what you asked, and basics is...