This talk explores the epistemic and aesthetic dimensions of data visualization, examining how abstraction shapes our perception of reality. Drawing on theoretical perspectives and a range of artistic and research-based projects, I will interrogate how data visualization constructs, distorts, and challenges the relationship between abstraction and reality. By critically engaging with its visual grammar and ideological underpinnings, this talk will reflect on the tensions inherent in making the invisible visible through abstraction.