1. A method implemented with a processor, comprising: receiving content from one or more sources; performing semantic analysis upon the content from the one or more sources to generate semantic analysis results; displaying the semantic analysis results for a topic of interest in a first graphical user interface on a display device, the first graphical user interface comprising a selectable user interface component such that different portions from the selectable user interface component corresponds to different subsets of the semantic analysis results; receiving a user input through the first graphical user interface corresponding to selection of at least one portion of the selectable user interface component to initiate a drill down analysis for a selected subset of the semantic analysis results; identifying, for the selected subset of semantic analysis results on the first user interface, a frequency of terms identified within the content received from one or more sources to generate the semantic analysis results generating snippets for the selected subset of the semantic analysis results on the first user interface by removing at least one or more portions of the content, the one or more portions removed to establish a specified number of content items centered around an item within the content, and storing the snippets in a database in a tangible computer readable storage device; displaying the frequency of terms within a first portion of a second graphical user interface on a display device such that displayed items in the first portion of the second graphical user interface have different visual appearances to visually differentiate frequency levels for the displayed items, the different visual appearances proportional to the frequency levels for the displayed items, the different visual appearances comprising at least one of a size, a shade, or a color; displaying snippets within a second portion of the second graphical user interface on the display device; receiving a user input through the second graphical user interface corresponding to selection of one item from the displayed items in the first portion of the second graphical user interface; and configuring the second portion to display a subset of the set of snippets, the subset of the snippets corresponding to the one item selected using the user input in the second graphical user interface.