What is an appropriate sample size?

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Hello,

I'm wondering what is a good solid sample size to know if a system works? I have been using a system all season that ended up being about 250-300 plays. Is this a good sample size for me to be confident in it for next season or should I want for about 500? Thanks!
 

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