Patent Document ID: 10037367
Application ID: 14570520
Patent Flag: 1

Claim One:
1. One or more computer-readable storage hardware devices storing computer-usable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform operations comprising: for each social media account of a plurality of social media accounts extracting, from at least a portion of a plurality of published social media posts that correspond to the social media account, a set of experiential phrases that are each identified based at least in part on phrase segments included in the portion of the corresponding plurality of published social media posts, wherein each identified experiential phrase in the extracted set of experiential phrases corresponds to one of the corresponding plurality of published social media posts, assigning, to each identified experiential phrase in the extracted set of experiential phrases, one of a positive valence value or a negative valence value that is determined based at least in part on a detected sentiment term included in the corresponding published social media post, and generating a corresponding event timeline that includes the extracted set of experiential phrases that is ordered based on timestamps associated with the portion of corresponding published social media posts; generating a correlational data model based at least in part on a first experiential phrase that is determined common among a first portion of the generated event timelines and at least a second experiential phrase that is determined common among the first portion of the generated event timelines; and responsive to a received query that describes one of a positive characterization and a negative characterization of an event that corresponds to the first experiential phrase, providing a corresponding characterization of the second experiential phrase as a response to the received query based on a determination that the second experiential phrase has a highest-measured correlational strength to the first experiential phrase in accordance with the generated correlational data model.