Cold Pressed Olive Oil vs Regular: Which Is Better?

What is the difference between cold pressed olive oil vs regular olive oil?   How is cold-pressed olive oil made?   What is extra virgin olive oil?
 
How do you choose the best olive oil for cooking or using directly on food?