This volume comprises nine contributions that were written by up-and-coming corpus-based researchers with varied areas of expertise, who were all disciples of Douglas Biber sometime in the past two decades. These papers cover a wide variety of linguistic analyses and describe the principles of the Flagstaff school: a careful procedure for language corpora collection with special consideration for corpus size, representativeness, sampling and systematic analysis; the use of computer programming abilities that allow the posing of corpus-based research questions never asked before; and a strong emphasis on the combination of quantitative methods based on sound and innovative statistical procedures complemented with comprehensive qualitative functional analyses of the language. This volume has been edited in honor of Douglas Biber, a pioneer of the American school of corpus-based research.