Text Analysis in Python for Social Scientists

Text Analysis in Python for Social Scientists
Author: Dirk Hovy
Publisher: Cambridge University Press
Total Pages: 104
Release: 2021-01-21
Genre: Political Science
ISBN: 110888301X

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Text is everywhere, and it is a fantastic resource for social scientists. However, because it is so abundant, and because language is so variable, it is often difficult to extract the information we want. There is a whole subfield of AI concerned with text analysis (natural language processing). Many of the basic analysis methods developed are now readily available as Python implementations. This Element will teach you when to use which method, the mathematical background of how it works, and the Python code to implement it.


Text Analysis in Python for Social Scientists
Language: en
Pages: 104
Authors: Dirk Hovy
Categories: Political Science
Type: BOOK - Published: 2021-01-21 - Publisher: Cambridge University Press

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Text is everywhere, and it is a fantastic resource for social scientists. However, because it is so abundant, and because language is so variable, it is often d
Text Analysis in Python for Social Scientists
Language: en
Pages: 102
Authors: Dirk Hovy
Categories: Political Science
Type: BOOK - Published: 2022-03-17 - Publisher: Cambridge University Press

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Text contains a wealth of information about about a wide variety of sociocultural constructs. Automated prediction methods can infer these quantities (sentiment
Programming with Python for Social Scientists
Language: en
Pages: 354
Authors: Phillip D. Brooker
Categories: Social Science
Type: BOOK - Published: 2019-12-09 - Publisher: SAGE

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As data become ′big′, fast and complex, the software and computing tools needed to manage and analyse them are rapidly developing. Social scientists need ne
Applied Text Analysis with Python
Language: en
Pages: 328
Authors: Benjamin Bengfort
Categories: Computers
Type: BOOK - Published: 2018-06-11 - Publisher: "O'Reilly Media, Inc."

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From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come
Text as Data
Language: en
Pages: 360
Authors: Justin Grimmer
Categories: Computers
Type: BOOK - Published: 2022-03-29 - Publisher: Princeton University Press

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A guide for using computational text analysis to learn about the social world From social media posts and text messages to digital government documents and arch