Use "many" for count nouns, or things that can be counted, like this, There were many cars parked on the street yesterday. Liquid, like water and milk, cannot be counted as is (they need a container), so they are considered non-count nouns. *There were many milk in my glass.
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Of so, are "a lot of" and "lots of" completely interchangeable?