Let's say we think of a specific 12 letter word.  How many times on average will that particular word appear in a string of 1 quintillion (10^18) completely random letters (i.e., uniform/equal probability for each letter A-Z at each position, with no preference for vowels or any other letter)?

What will the actual frequency distribution look like?  What would be the formula for that PDF distribution?