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Programming for Corpus Linguistics with Python and Dataframes
Taschenbuch von Daniel Keller
Sprache: Englisch

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Beschreibung
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.
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.
Inhaltsverzeichnis
1. Data frame corpora; 2. Python basics for corpus linguistics; 3. Working with data frames; 4. Algorithms for common corpus linguistic tasks; 5. Creating data frame corpora; 6. Conclusion; References.
Details
Erscheinungsjahr: 2024
Genre: Importe
Rubrik: Sprachwissenschaft
Medium: Taschenbuch
ISBN-13: 9781108822589
ISBN-10: 1108822584
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Keller, Daniel
Hersteller: Cambridge University Press
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 229 x 152 x 7 mm
Von/Mit: Daniel Keller
Erscheinungsdatum: 20.06.2024
Gewicht: 0,178 kg
Artikel-ID: 128483930
Inhaltsverzeichnis
1. Data frame corpora; 2. Python basics for corpus linguistics; 3. Working with data frames; 4. Algorithms for common corpus linguistic tasks; 5. Creating data frame corpora; 6. Conclusion; References.
Details
Erscheinungsjahr: 2024
Genre: Importe
Rubrik: Sprachwissenschaft
Medium: Taschenbuch
ISBN-13: 9781108822589
ISBN-10: 1108822584
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Keller, Daniel
Hersteller: Cambridge University Press
Verantwortliche Person für die EU: Books on Demand GmbH, In de Tarpen 42, D-22848 Norderstedt, info@bod.de
Maße: 229 x 152 x 7 mm
Von/Mit: Daniel Keller
Erscheinungsdatum: 20.06.2024
Gewicht: 0,178 kg
Artikel-ID: 128483930
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