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trunkswd said:
padib said:

I added an "After Adjustments" column.

The numbers are much more volatile than I thought, what I like about this exercise is that it forces us to look at the numbers from much closer, and it also exposes how very little we know of what will be shipped and/or sold within a week. Even with the trends of last years, some factors came into play this year that I didn't personally expect.

I try my best to be as accurate as possible, but this time of year is the hardest.

I am sure that hardware shortages do not make your job easy.  Your efforts are appreciated.