According to the article below, the average home has 138 books. Having been in many homes with all sizes of libraries (including those with little or no books), this number seems accurate.
Libraries do not have to be huge. If one picks good books, then a library of a few hundred can be more than adequate. If one picks bad books, it does not matter how many thousand you have or read!