Many people find narrative to be more pleasant than raw data or symbolic representations.
Natural language is difficult for computers to generate and parse, but easy for humans.
Convey the information via natural language. Use all you learned in high-school English class about good writing. I think this is a very important pattern to understand, but I don't understand it yet. Natural language has wonderful, subtle gradations of meaning and emphasis that raw data can't have. Howard Wainer talks about senselining.