Data mining studies that accept the text as a data source target results such as classification of texts, extraction of topics from texts, emotion analysis, author recognition. With text mining, it is also possible to reach results statistically over text. The frequency analysis phase in the evaluation of texts by the data mining method can provide access to important data for language studies. Frequency analysis is a necessary study in analyzing a language and compiling a language. Word frequency detection, education, psychology, service areas, etc. it is used to access data in many areas.In Turkey, computer language studies have not been widespread in all areas, so to speak, and are in the experimental stage. Although Turkish is an additive language, it can be said that there is difficulty in performing emotional analysis, for example, because of the difficulties of reaching the word root. The possibilities of computer language studies are very attractive, especially considering the programs developed in other languages. The use of computers, which offer the ability to process thousands of data, is the benefit of obvious in the identification of the word existence of Turkish according to centuries and in the detection of changes and developments in the language. Similarly, the determination of decision words through author recognition programs can be determined more concretely whether or not many texts whose author is unknown belong to the presumed person.Yunus Emre, Divan, AGık, Tekke and Sufi literature examples with his products, has been influential in the development of Turkish literature in Anatolia, both syllabic and aruz vizni Works, has been described as a mutasavid poet who has made a breakthrough in poetry. His poetry, the world of emotion and ideas, has been examined through many studies and their characteristics laid out. Nevertheless, Yunus Emre is a monument person who allows saying new things every time. In Turkish literature, the subject of Yunus Emres is still waiting to be clarified. In this study, Divan-ı Yunus Emre, prepared for publication by Mustafa Tatcı, was subjected to frequency analysis and the numerical breakdown of Yunus Emre?s words was taken; word clouds were formed according to the frequency of Use, and the number of these words falling into the works was shown in the presence of words. With these words subjected to frequency analysis, Yunus; Garipnâme and ÂGık Pasha, Mantıku?t-Tayr and GülGehrî were interpreted with names such as an unknown work of the author to find out whether a search for the method of Yunus.