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Thursday, July 24, 2008

Zipf-Mandelbrot law

The Zipf-Mandelbrot law (also known as the Pareto-Zipf law) is a power-law distribution on ranked data, named after the Harvard linguistic professor George Kingsley Zipf (1902-1950) who suggested regularity in texts, and the mathematician Benoit Mandelbrot (born November 20, 1924), who generalized it.

The distribution of words ranked by their frequency in a random corpus of text is generally a power-law distribution, known as Zipf's law.

If one plots the frequency rank of words contained in a large corpus of text data versus the number of occurences or actual frequencies, one obtains a power-law distribution, with exponent close to one (but see Gelbukh and Sidoro 2001).

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