Having a Visual Output Is Important

We always want to put things into a visualization, and doing visualizations is an important part of this. But yet, not all science users want their output in that form at some sometimes they wanted output in code or spread sheet. So maybe not assuming that your user wants it in any particular form at but making things sort of extensible in a way that they can pull it into whatever form at they're most comfortable with.