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How to understand degrees of freedom?

I was at a talk a few months back where the speaker used the term 'degrees of freedom'. She briefly said something along the lines of it meaning the number of values used to form a statistic that are free to vary.

What does this mean? I'm specifically looking for an intuitive explanation.

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