FatFonts [fatfonts.org] is a novel numeric typeface for data visualization purposes. The design of FatFonts is based on Arabic numerals, but the amount of ink (i.e. dark pixels) used for each digit is proportional to its quantitative value. This font enables the reading of numerical data while still preserving an overall visual context.