As how the Facebook Api is set up (I believe, i’m not sure). The page likes are shown with 4 days of delay creating a mismatch in the graphs shown.
For example, the image shown the spike of pages likes produced by the spike in engadgement but in different days. It would be interesting if you could add an offset to the page likes to see a better overlapping.
Have a great day!