Step-By-Step Guide to ECDFs — A Robust Histogram Replacement

Ditch the Binning bias once and for all with ECDFs

Photo by Nick Fewings on Unsplash

Everybody loves a good data visualization. Still, they shouldn’t leave the interpretation to the viewer, as it’s the case with histograms. Today we’ll answer how binning bias can mislead you in the analysis and how to prevent this issue with the power of ECDF plots.