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Especially in fantastic fiction, there may be many characters with unique names (no wizard is ever named "John"), places, and even objects. That helps their otherwise-obscure book score better for more advanced readers, even if the intellectual content is much lower. Thus, some authors will intentionally include more words, unusual words, and longer words, in order to raise the reading level. But then, such books would not be sufficiently "advanced" for typical native-English readers in grade nine! Here's an example: Grapes of Wrath, by John Steinbeck. Thus, they are written so that someone at about the eighth grade level of reading (real grade 8, not "everyone passes") can read the book. They were written in an era when education was taken seriously at each grade level, but most folks did not graduate high school. Many famous novels are simply written, despite their profound content. That may be scaled for whether the words are unusual in usage or unusually long. One possible input to the calculation, among others, is the number of different words used in the book. I believe that Lexile is proprietary, so its exact algorithm is not publicly known.

The inputs to the calculation vary with the method. One of them, private copyrighted and trademarked, is known as "Lexile." There are others. Then, the student should be assigned reading materials at a slightly higher reading level, so that the level gradually increases as more and more difficult material is assigned.

The concept is that at any point in time, each student has a certain reading level, which can be measured. I refer not to intellectual, moral, or social content, but to readability. However, I will not answer it as-asked, but as-interesting.Īt least in the USA educational system, there are criteria for selecting appropriate reading materials. I originally posted this in another form as a comment, but I think it deserves an answer. Total word counts shown here were obtained via quick Google search so they might vary slightly too. It at least comes very close to the real number(s). Of course, I'm sure there are niche words I might have missed or accidently split like hyphenated words, contractions, and conjugations of the same word, so just keep that in mind. Word's own total word counter (vs what my counter spits out). Note that there might be slight variation in these numbers, but I checked it on some of my own stuff and word-wise it seems to at least approach e.g. Just throwing some random ones in there really to give people some more examples. Shadow and Bone - Leigh Bardugo: 6628 unique words (81k words)Ī Game of Thrones (ASOIAF 1) - George R.R. Vampire Academy 1 - Richelle Mead: 6357 unique words (79k words) The Way of Kings - Brandon Sanderson: 15206 unique words (383k words)Ī Court of Thorns and Roses - Sarah J. I basically split them on spaces and stripped away special characters, keeping newlines in mind. txt via Calibre to access the text more easily in Python. I used epubs of books I bought and converted them to. Wrote a little script for myself and ran it with some random books.