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When requesting for words using Wordnik API, you can specify minimum and maximum corpus frequency.
http://developer.wordnik.com/docs#!/words/search_words
What exactly is corpus frequency in this case and how is it measured?
The corpus frequency is the measure of how many times a (case-sensitive) word has been found, and is based on the millions of documents consumed by Wordnik. You can use this measure to determine the “commonality” of a word.