Abstract: Methods, systems, and computer storage media for providing an error remediation recommendation—for flagged incorrect values in broadband service deployment data—using a broadband error remediation engine in a data analytics system. The error remediation recommendation can identify a corrective action to resolve errors (i.e., incorrect values) in broadband service deployment data. Operationally, the broadband error remediation engine is configured to access broadband service deployment data associated with a plurality of broadband service data features. The broadband error remediation engine uses an error remediation model to and a plurality of datasets to execute a sequence of error remediation operations (e.g., checks and comparisons). Based on executing the sequence of error remediation operations, a corrective action (e.g., change geographic coordinates or remove deployment units) for an incorrect value of a broadband service feature in the broadband service deployment data.

Abstract: Methods, systems, and computer storage media for providing a broadband data analytics object for a geographical region using a broadband data analytics engine in a data analytics system. The broadband data analytics object can be a computational object that is a representation of broadband service data for a geographical region, the broadband service data is associated with features of broadband availability and broadband expansion targeting constraints (e.g., geocoding, structure type, unit counts, and speed). The broadband data analytics engine is configured to generate the broadband analytics object for the geographical region based on a combination of broadband data analytics operations, data structures (e.g. targeted-building information model), and datasets (e.g., geospatial datasets, parcel data).

Abstract: Methods, systems, and computer storage media for providing an error remediation recommendation—for flagged incorrect values in broadband service deployment data—using a broadband error remediation engine in a data analytics system. The error remediation recommendation can identify a corrective action to resolve errors (i.e., incorrect values) in broadband service deployment data. Operationally, the broadband error remediation engine is configured to access broadband service deployment data associated with a plurality of broadband service data features. The broadband error remediation engine uses an error remediation model to and a plurality of datasets to execute a sequence of error remediation operations (e.g., checks and comparisons). Based on executing the sequence of error remediation operations, a corrective action (e.g., change geographic coordinates or remove deployment units) for an incorrect value of a broadband service feature in the broadband service deployment data.

Abstract: Implementations are directed to receiving, by a NIO platform, one or more sets of data, the one or more sets of data including a set of historical data, and a set of opportunity data, processing, by the NIO platform, at least the set of historical data to determine a sub-set of data, the sub-set of data including data types having a relatively high impact on network infrastructure cost, providing, by the NIO platform, respective cost estimations for two or more network infrastructure opportunities by processing the set of opportunity data using a cost model provided from the sub-set of data, prioritizing, by the NIO platform, two or more network infrastructure opportunities relative to each other, and transmitting, by the NIO platform, one or more visualizations for display to a user on a computing device, the one or more visualizations graphically depicting prioritization of the two or more network infrastructure opportunities.