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So newb I don't know how to describe it, In and Out

I see examples of people's code that says In [1] : ... In [2]: ... Out [3]: ... with blocks of code following. Can anyone explain what this means?

Those are the prefixes that ipython adds when you're using it as a shell. They are not code, they're just the output of the program that is running the python code.