Single cell analysis refers to the study of individual cells to understand cellular heterogeneity, which is particularly important in cancer research. By examining the genetic and molecular profiles of single cells, researchers can gain insights into the complexity and diversity of cancerous tissues, which often consist of a mixture of different cell types.