I've encountered flibbertigibbet and Brobdingnagian. Never encountered hippopotomonstrosesquippedaliophobia before, at least I don't remember encountering it.

Flibbertigibbet appears in some of the Little House on the Prairie (Laura and Mary) books, if I remember right.

And I've also read Gulliver's Travels which is where Brobdingnagian comes from. Brobdingnag was a land of giants. Pretty sure I've seen the word used elsewhere though.

I knew Flibbertigibbet from the sound of music:

MARGARETTA: How do you find a word that means Maria?

BERTHE: A flibberti gibbet!

SOPHIA: A willo' the wisp!

MARGARETTA: A clown!