1. A method, in a data processing system, for generating insight statements from table data, the method comprising: receiving, by the data processing system, a portion of content comprising a table data structure and text associated with the table data structure; identifying, by the data processing system, at least one of key terms or semantic relationships in the table data structure and the associated text; populating, by the data processing system, fields of an insight statement template with information obtained from the key terms and semantic relationships to generate an insight statement data structure; and outputting, by the data processing system, the insight statement data structure, wherein the insight statement data structure is a natural language statement describing an aspect of the table data structure.