Producing Insight Information from Tables Using Natural Language Processing

Mechanisms for generating insight statements from table data are provided. A portion of content comprising a table data structure and text associated with the table data structure is received and at least one of key terms or semantic relationships in the table data structure and the associated text are identified. Fields of an insight statement template are populated with information obtained from the key terms and semantic relationships to generate an insight statement data structure. The insight statement data structure is then output. The insight statement data structure is a natural language statement describing an aspect of the table data structure.