1. A method for detecting real-word typos, the method comprising: receiving text designated for evaluation, the designated text comprising a plurality of words; executing instructions stored in memory, wherein execution of the instructions by a processor: parses the plurality of words into a plurality of word groups, each word group comprising a number of consecutive words found in the designated text, identifies a database for comparison to the text, the database comprising a plurality of word groups previously identified in one or more source texts, each word group in the database comprising the number of consecutive words found in the one or more source texts, and analyzes the word groups parsed from the designated text based on a comparison to the word groups in the identified database; and generating an indication that a word group from the designated text may include an error based on the analysis of the word group in comparison to the identified database.