Impacts of patent information on clustering in Derwent Innovation's ThemeScape map

ThemeScape Map (Clarivate Analytics, n.d.) is a data analytics tool provided by Derwent Innovation. It is used by patent researchers and R&D experts to generate quick patent intelligence (HG Insights, 2020). It is a general practice that users plot the map by using the default settings recommended by Derwent Innovation, but this default setting may not yield the most optimized results as desired. In this paper, the author contributes to the empirical study on the impacts of the combination of the different types of patent information to be used in ThemeScape Map when clustering patent data. As a result, this paper recommends patent analysts to include Patent Classification and DWPI data when plotting ThemeScape Map in order to achieve more optimized results.