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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 modern urban planning needs to be flexible and take into account the urban environment transformation during the mega-event organization process. Most of the researchers agree that, so called, mega-events have the significant influence on different aspects of the host cityВ’s life. Major of them also tend to evaluate the character and the degree of this impact. The research represents quite comprehensive data. The approaches used for selecting and grouping the impact of mega-events are chosen randomly. The aut...

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...