“Representative” means that the data “accurately reflects the characteristics, distributions, and patterns of the entire population from which it is drawn.”
The opposite of “representative data” is “biased data” or “non-representative data.” This type of data does not accurately reflect the characteristics, distributions, and patterns of the entire population from which it is drawn, leading to skewed or invalid conclusions.