Abstract: Systems and methods enable intelligent online user classification and cohort detection within an electronic communications environment includes accessing electronic communication data exchanged between a plurality of online users; processing the electronic communication data by (i) extracting cohort data features from the electronic communication data; (ii) allowing the extracted cohort data features, as input, into a cohort grouping circuit; (iii) identifying, by the cohort grouping circuit, at least one cohort grouping comprising a subset of online users of the plurality of online users based on an output of the cohort grouping circuit; wherein the cohort grouping circuit uses the extracted cohort data features to generate a cohort network mapping that illustrates connections between the subset of online users defining the at least one cohort grouping.

Abstract: A system and method includes at the online electronic communications service: receiving a search query from a source communication node; accessing historical electronic communication data associated with the source communication node and a plurality of online communication nodes from one or more third-party online communication services; constructing an electronic communication network mapping of communication nodes between the source communication node and each of the plurality of online communication nodes, wherein constructing includes: measuring communication metrics and/or connectivity metrics among the source communication node and the plurality of online communication nodes at least one communication metric or at least one connectivity metric between pairs of online communication nodes within the electronic communication network mapping based on the measuring; and returning an identification of one or more online communication nodes that satisfy one or more search facets of the search query based on th

Abstract: Systems and methods for online user classification and archetype detection within an electronic communications environment includes accessing electronic communication data exchanged between a plurality of online users; processing the electronic communication data by: extracting archetype data features from the electronic communication data; allowing the extracted archetype data features, as input, into a machine learning classification system; identifying, by the machine learning classification system, at least one archetype classification that relates to at least one distinct online user archetype of a plurality of distinct online user archetypes; wherein an electronic communications service: generates an archetype network mapping comprising a plurality of online users each having one or more associated archetype classification labels and that illustrates network connections between each of the plurality of online users; updates the archetype network mapping to associate the at least one archetype classifica

Abstract: Systems and methods enable intelligent online user classification and cohort detection within an electronic communications environment includes accessing electronic communication data exchanged between a plurality of online users; processing the electronic communication data by (i) extracting cohort data features from the electronic communication data; (ii) allowing the extracted cohort data features, as input, into a cohort grouping circuit; (iii) identifying, by the cohort grouping circuit, at least one cohort grouping comprising a subset of online users of the plurality of online users based on an output of the cohort grouping circuit; wherein the cohort grouping circuit uses the extracted cohort data features to generate a cohort network mapping that illustrates connections between the subset of online users defining the at least one cohort grouping.