The total number of flaws is given by:
(0 × 4) + (1 × 3) + (2 × 5) + (3 × 2) + (4 × 4) + (5 × 1) + (6 × 1) = 46
So the average number of flaws for the 20 sheets is given by:
The required probability is:

We can see the predicted probabilities for each of "No flaws", "1 flaw", "2 flaws", etc on this histogram.

[The histogram was obtained by graphing the following function for integer values of x only.
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Then the horizontal axis was modified appropriately.]