Histogram Processing and median filters

I performed a median filter of a histogram and it resulted in a slope. Is the slope inversely proportional to the degree of bins with the uniform width chosen in making the histogram itself to cover the range of elements in X and the underlying shape of the distribution? If so, what does the slope say about the image from which it was obtained?