SYSTEMS AND METHODS FOR ADAPTIVELY IDENTIFYING AND MITIGATING STATISTICAL OUTLIERS IN AGGREGATED DATA

摘要

The disclosed embodiments include computerized methods and systems that facilitate automated detection and precision correction of aggregated data collected by multiple, geographically dispersed mobile communications devices. In one embodiment, an apparatus detect a data outlier within portions of the aggregated data having numerical and/or categorical values. The apparatus may transmit information identifying the data outliner and a portion of the aggregated data that includes the data outlier to an additional communications device, which may present the aggregated data portion to a user in a manner that visually distinguishes the data outlined from other elements of aggregated data. In response to a request from the additional communications device, the apparatus may modify portions of the aggregated data in an effort to mitigate the data outlier.