An In-depth Analysis of Data Science Methods on the Path of Women’s Consciousness Awakening under the Cultural System of Marxist Chineseization

In recent years, the rapid development of data science has provided new technical means for various research fields. The awakening of women’s consciousness in the context of the Chineseization of Marxism is a social issue that has attracted much attention. Through the study of related history, culture, and thought systems, it can be found that the development path of women’s consciousness in Chinese society is unique. Using data science methods, this study analyzes the influence and manifestations of the cultural system of Marxist Chineseization on the path of women’s consciousness awakening. Data mining and text analysis techniques are used to combine the theory of Marxist Chineseization with the literature on the development of women’s consciousness and to deeply analyze the data in the historical and cultural context. Then, the literature and data from different periods are analyzed, and the study finds that the awakening of women’s consciousness is characterized by multiple stages and levels, and that its evolution is profoundly influenced by the context of the times, the social environment and cultural values. The data shows that the development of women’s consciousness is influenced by political movements and social trends at certain historical stages. Meanwhile, the results of the literature analysis show that the manifestation of women’s consciousness in different historical stages has also changed significantly, from the individual awakening in the early stage to group demands and social change gradually. The research in this paper shows that the data science method has important application value in analyzing the relationship between cultural system and social consciousness, especially in the complex cultural background, which helps to reveal the historical lineage and future trend of the development of women’s consciousness.