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In this article we use modern approaches from machine learning, data analysis and natural language processing, text mining algorithms and methods to analyze the text of the novel “The Master and Margarita” by M. A. Bulgakov. The paper has the network of the main characters of the novel, based on their interactions with each other and distribution in the text. The links in the network selects the groups of characters with their connectedness in a plot. We also analyzed the changes in the sentiment dynamic of th...

The research focuses on the study and the identification of significant relationships between the observed peaks of the creative activity in such fields as art, music, literature, philosophy, science and technology. To establish the relationship between the development of cultural fields and development of society the structural-demographic theory was used, according to which a state goes through integration and disintegration phases during its existence. According to this, we propose the hypothesis that a phase o...