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theprof00 said:
so does it make sense to say that if you have 1000 by week 10 you have a 10% margin of error?

The whole thing confuses me so don't quote me on this.

1000 points on 5*10=50 predictions is approximately 20% off on average, which makes 20% the standard deviation.

I believe margin of error is the 95% confidence interval. For a normal distribution the 95% confidence level is twice the standard deviation up and down (-2*SD,+2*SD).

Which makes the margin of error 40%. Note however that VGChartz isn't very reliable either, certainly no 10% margin of error on a weekly basis.