In the speaker’s work, visualizing data often reveals information that is not apparent in the quantitative data or to the model.

“Yeah. And I, and I would just add that in my work I often find that visualizing Data brings out information that is not apparent from the, from the quantitative data, and it, it often is actually not apparent to the, the model as well.”