eat in vs eat

eat in and eat both are verbs.

Word	Noun	Adjective	Verb	Adverb
eat in	No	No	Yes	No
eat	No	No	Yes	No

As verbs, eat is a hypernym of eat in; that is, eat is a word with a broader meaning than eat in:

eat in (verb)	eat (verb)
eat at home	cause to deteriorate due to the action of water, air, or an acid
	take in solid food
	eat a meal; take a meal
	take in food; used of animals only
	use up (resources or materials)
	worry or cause anxiety in a persistent way