What is this "incognito window" thing on Google Chrome?

I sort of read (more skimmed over) about Google Chrome and I read something about Incognito mode, but I don't fully understand what it does. I am using Google Chrome and I can open a new tab, new window, or new incognito window and I wondered what the incognito window actually does.
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