Is it faster to set up an external hard drive vs. an internal hard drive if the HD will be full of data?

I thought that if you filled up an internal hard drive, that the performance of the computer will suffer; it sure seems to for me currently. I am buying a new computer, but I also need a TB of storage, so I want to know if I should do the HD internally or just buy an external TB HD.
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