The entropy rate of a data source means the average number of bits per symbol needed to encode it. Shannon's experiments with human predictors show an information rate between 0.6 and 1.3 bits per character in English;[10] the PPM compression algorithm can achieve a compression ratio of 1.5 bits per character in English text.