See the video, the most of Iraq oil was taken over by western petrol companies and physically sold to Europe. And that's why you won't see much in the chart you quote.

The video is much more nuanced than you imagine, as the goal was never to "steal the oil to bring it directly to the US" but merely to "control" the oil.