By counting the number of copies of each letter in a box of printer’s type, Morse and Vail designed the code so that the most common letters had the shortest equivalents in code; “E,” the most comment letter, was represented by a single dot.
From The Victorian Internet: The Remarkable Story of the Telegraph the Nineteenth Century’s On-line Pioneers by Tom Standage