The vascular system has many different functions across the human body beyond its role in oxygen and nutrient transport. We explored vascular cell heterogeneity by integrating single-cell RNA-sequencing data from the Human Cell Atlas and ongoing collaborations across 19 healthy human organs and tissues, and highlight shared and distinct molecular features of vascular beds.