This document discusses principles of graphical excellence according to Edward Tufte. It covers topics like data maps, time-series, relational, and narrative graphics. It also discusses data-ink, graphical integrity, avoiding junk and distraction, small multiples, and examples from Florence Nightingale and Otto Neurath on using graphics and pictorial statistics to represent data.