Abstract: A data structure relating to a sample of cells is described. The data structure includes first data elements each representing one of a number of first-degree nodes. Each of the first-degree nodes corresponds to a different one of a number of cellular constituents. Each first data element includes a quantitative indication of the portion of cells of the sample in which the constituent has positive expression. The data structure also includes second data elements each representing one of a number of greater-than-first-degree nodes, which each correspond to a different subset of the constituents of size two or more. Each second data element includes a quantitative indication of the portion of cells of the sample in which the subset of constituents all have positive expression. The contents of the data structure are usable to generate a visual co-expression graph characterizing the sample.

Abstract: Implementations described and claimed herein provide systems and methods for generating customer solutions using real-time information for new customer sales and/or current customer support. In one implementation, technical infrastructure information for an installed network design providing one or more telecommunication products at one or more customer sites is retrieved. Customer service analytics are generated based on the technical infrastructure information and output for display on a graphical user interface.