Inspired by the chaos of poorly collected requirements, disappointed users, beautiful dashboards that lead nowhere, and confusing reports that proliferate like weeds.

The principles below serve me as good set of reliable and universal guidelines and help me make sure every piece I create aligns with my understanding of what makes good data design.