System and method for data profile driven analytics

A computer method for creating a dashboard on a display comprising the steps of:

• (1) creating an execution file having one or more tasks having command line arguments executable as widgets by a computer, assembled into an execution file, which includes nested tasks;
• (2) organizing the nested task related to each task;
• (3) accounting for all dependencies to insure that files, tasks, and environments for running on the computer are present in the execution file;
• (4) the step of creating an execution file further including the steps of:
• (a) reading the task file, (b) scanning for event dependencies, and (c) embedding files and links needed for execution of the execution file, (d) storing the dependencies in a dependency file, and (e) accessing a data profiler to profile data attributes related to line arguments and pertinent to data sources tagged, (f) outputting the data profiler attributes and identifiers to a data rank classifier for a visualization widget generator, whereby one or more individual key performance indicators are input to a dashboard generator that combines the one or more individual widgets, to create a single dashboard associated with the underlying automation task, for which the data attributes are associated.

A non-transitory computer-readable medium having stored thereon computer-readable instructions for creating an execution file having one or more tasks having command line arguments executable as widgets by the computer, assembled into an execution file, which includes nested tasks;

• (2) organizing the nested task related to each task;
• (3) accounting for all dependencies to insure that files, tasks, and environments for running on the computer are present in the execution file;
• (4) the step of creating the execution file further including:
• (a) reading the task file, (b) scanning for event dependencies, and (c) embedding files and links needed for execution of the execution file, (d) storing the dependencies in a dependency file, and (e) accessing a data profiler to profile data attributes related to line arguments and pertinent to data sources tagged, (f) outputting the data profiler attributes and identifiers to a data rank classifier for a visualization widget generator, whereby one or more individual key performance indicators are input to a dashboard generator that combines the individual widgets to create a single dashboard associated with the underlying automation task, for which the data attributes were associated.

A computer system for creating a dashboard comprising:

• (1) executable widgets assembled into an execution file, which includes nested tasks;
• (2) a data profiler for profiling data attributes pertinent to a tagged data source for which one of a comparative, qualitative or quantitative analysis is desired;
• (3) a data rank classifier for inspecting the results from the data profiler and classifying numeric attributes based on a preselected parameter;
• (4) a visualization widget generator for generating a key performance indicator whereby one or more widgets selected attributes, is identified by a data rank classifier;
• (5) A dashboard generator for combining widgets generated by the visualization widget generator, for automatically creating a dashboard;
• (6) a date filter associator.