When constructing a histogram what values/labels go on the horizontal (x) axis and the vertical (y) axis. Multiple choice question. Histograms do not have vertical or horizontal axes. Qualitative categories on the horizontal axis; frequency or relative frequency on the vertical axis. Frequency or relative frequency on the horizontal axis; quantitative class limits on the vertical axis. Quantitative bin limits on the horizontal axis; frequency or relative frequency on the vertical axis