Re:No Kidding? (Score 1)

"The key is to find unexpected changes in the frequency of the appearance of words," he told New Scientist.

He looks at changes in the word frequency, not the frequencies itself. The period has been nicknamed after the period took place. If this algo had been run at that time it would probably have detected that the times were changing to worse and caught the trend at that time.