A data processing system compress a histogram with less information loss than simply reducing the number of steps (or intervals) in the histogram. The data processing system uses a very detailed histogram as a starting point and comprises histogram compression logic that compresses a detailed histogram by detecting trends and periodic patterns in the detailed histogram. The histogram compression logic extracts the detected trends and periodic patterns from the detailed histogram, and forms a compressed histogram as a distribution of data remaining after extraction of the trends and periodic patterns.