System and method for automatic data verification through concurrent processing paths

Abstract

A data analytic system for conducting automated analytics of content within a network-based system. The data analytic system features query management logic that, responsive to a triggering event, initiates queries for retrieval of particular type of content to be verified. The data analytic system further features multi-stage statistical analysis logic, automated intelligence and reporting logic. The statistical analysis logic is configured to concurrently conduct a plurality of statistical analyses on the content and generate corresponding plurality of statistical results, apply weightings to each of the statistical results, perform arithmetic operation(s) on the weighted statistical results to produce an analytic result, and determine whether the analytic result signifies that the content constitutes errored content. The reporting logic generates one or more issue alert messages including information for rendering a dashboard representing the analyses conducted by the multi-stage statistical analysis logic and the automated intelligence.