LiveMarkov

Try it online @ catseye.tc | See also: Chainscape

LiveMarkov is an interactive web app that analyzes the frequencies of pairs of characters in the text you type in, as you type it in, updates a graphical visualization of this Markov chain, and generates a new random string of text using it.