summary: visualization efforts at caida remark: visualization is a medium, not an end visualization is tool to increase our ability to think visualization can help make us smart it can also make us stupid by misadvised mappings and unworkable user interfaces CAIDA's focus is on analysis rather than visualization however, we recognize that the community looks to CAIDA for visualization results research and operational communities since we have respected experience with analysis