The study of philosophy attempts to identify the ideas and close ideological connections among individual philosophers. In this study, we analyze the more global relational structures of Western philosophers and philosophical concepts, applying data science methods. We use B. Russell's The History of Western Philosophy, one of the most representative surveys of Western philosophy to analyze the relationship between chapters by focusing on the frequency and distribution of nouns in each chapter.