Real-time and after-action performance training analytics

A data comparator and evaluation system, comprising:

• a data input module configured to receive data from at least two disparate data sources and/or data streams, the received data including object movement information;
• a data analytics module configured to:
• abstract data and generate data sets representative of an attribute of an object;
• generate normalized data sets by normalizing data within a data set of the data sets and/or normalizing data across at least two data sets;
• and
• aggregate normalized data sets based at least in part on time windows spanning between attributes of abstracted data;
• a memory configured to receive and store the aggregated data sets;
• an evaluation module configured to:
• retrieve data from the aggregated data sets and compare the retrieved data to benchmark data representative of at least one or more of a standard, a pattern, or a statistic of an attribute of at least one or more objects;
• generate an output representative of the comparison;
• a presentation module configured to receive the output and display a graphic illustrating at least one or more of:
• actual movement of an object;
• deviated movement of actual movement relative to a benchmark movement;
• matching of actual movement relative to a benchmark movement;
• and/or
• a degree with which actual movement deviated from or matched with a benchmark movement.