A systematic collection and analysis of scholarly publications related to Biacore technology in 2021 were conducted. Approximately 1,000 papers were retrieved and text excerpts featuring the term Biacore was extracted. To discern trends and distinctions between Biacore T200 and Biacore S200 instruments, categorization of the data was carried out. Text analysis techniques with the Scattertext library were employed to visualize linguistic patterns and word usage. The objective was to gain insights into language patterns and research themes associated with each instrument category and the broader dataset. This approach offered valuable insights into the scientific community's discourse and focus on these Biacore instruments in real world.