Data requires citations for the same reasons journal articles and other types of publications require citations. It is to acknowledge the original author/producer, and to help other researchers find the resource. It allows for tracking in the reuse of data, and allows researchers to replicate research findings.
A dataset citation includes all of the same components as any other citation:
DOIs or Unique Identifier Tools