Updating compatible distributed data files across multiple data streams of an electronic messaging service associated with various networked computing devices

A system comprising:

• a data store as a computer memory configured to receive streams of data via a network into an application computing platform, the streams of data including publisher or subscriber-based electronic messages;
• and
• a processor configured to execute instructions to implement an application configured to:
• activate multiple application program interfaces (“APIs”) to receive data via a message throughput data pipe different data streams associated with multiple data sources each associated with a processor and memory;
• extract features from one or more portions of data using the APIs;
• identify data representing event-related data across the multiple data sources;
• correlate the event-related data to form data representing an event;
• classify the data representing the event into one or more state classifications;
• execute instructions to apply data defining compatibility of data to determine compatible data at the multiple data sources;
• identify compatible data to integrate with a subset of the multiple data sources;
• transmit the subset of integration data to integrate with at least one of the subset of the multiple data sources;
• detect a value representing the event over time to determine an amount of diffusivity of the event among the multiple data sources;
• and
• determine another event.