Israeli Jew closest populations (I think)

Hey everyone

I saw a post here by u/CarSingle261 and he shares coords of some populations and decided to run them in vahaduo (which I don't know much about)

I was wondering what's the difference between the purple population and the green populations? Why does Lebanese come up a lot if I have no Lebanese ancestry (my grandparents are from Iraq and north Africa).

Thanks a lot for your help:)!