SYSTEM AND METHOD ASSOCIATED WITH GENERATING AN INTERACTIVE VISUALIZATION OF STRUCTURAL CAUSAL MODELS USED IN ANALYTICS OF DATA ASSOCIATED WITH STATIC OR TEMPORAL PHENOMENA

摘要

A system and method associated with generating an interactive visualization of causal models used in analytics of data is disclosed. The system performs various operations that include receiving time series data in the analytics of time-based phenomena associated with a data set. The system generates a visual representation to specify an effect associated with a causal relation. A causal hypothesis is determined using at least one of an effect variable and a cause variable associated with the visual representation. Causal events are identified in a new visual representation with a time shift being set. A statistical significance is determined using at least one time window within the new visual representation. An updated visual representation is generated including one or more updated causal models. A corresponding method and computer-readable medium are also disclosed.