METHOD AND SYSTEM FOR GENERATING AND VISUALLY DISPLAYING INTER-RELATIVITY BETWEEN TOPICS OF A HEALTHCARE TREATMENT TAXONOMY

A computerized method for displaying categorized healthcare textual data after a taxonomy has been applied to a data set is provided. The method includes generating a visual network generator graphical user interface configured to display a visual network comprised of a plurality of nodes and links, each of the nodes corresponding to a healthcare treatment topic, each of the links connecting two of the nodes; receiving a nodes input delimiting a number of the nodes to be displayed in the visual network; receiving at least one links input delimiting the links to be displayed in the visual network, the at least one links input including a first link input delimiting the links based on a modifiable metric representing a mixture of a first metric and a second metric, the first metric indicating a strength of potential links of each of the topics represented by one of the delimited nodes in the data set with each of the topics represented by the other delimited nodes of the data set, the second metric indicating a strength of each of the potential links of the delimited nodes in comparison to other potential links of the two respective delimited nodes each of the potential links is connecting; and generating, in response to the nodes input and the at least one links input, the delimited nodes and the delimited links in the visual network on the visual network generator graphical user interface to illustrate correlations between the healthcare treatment topics of different categories.