Programming for Corpus Linguistics with Python and Dataframes
Book Details
Format
Paperback / Softback
Book Series
Elements in Corpus Linguistics
ISBN-10
1108822584
ISBN-13
9781108822589
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 20th, 2024
Print length
114 Pages
Weight
176 grams
Dimensions
22.80 x 15.10 x 0.90 cms
Ksh 3,250.00
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This Element offers intermediate or experienced programmers algorithms for Corpus Linguistic (CL) programming in the Python language using dataframes and provides core skills that can be applied to a range of CL research questions, as well as to original analyses not possible with existing corpus software.
This Element offers intermediate or experienced programmers algorithms for Corpus Linguistic (CL) programming in the Python language using dataframes that provide a fast, efficient, intuitive set of methods for working with large, complex datasets such as corpora. This Element demonstrates principles of dataframe programming applied to CL analyses, as well as complete algorithms for creating concordances; producing lists of collocates, keywords, and lexical bundles; and performing key feature analysis. An additional algorithm for creating dataframe corpora is presented including methods for tokenizing, part-of-speech tagging, and lemmatizing using spaCy. This Element provides a set of core skills that can be applied to a range of CL research questions, as well as to original analyses not possible with existing corpus software.
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