Title: Text Analysis in Python for Social Scientists : Prediction and Classification
Publisher: Cambridge University Press
Publication Date: 2022
Language: English
ISBN 10: 1108958508
ISBN 13: 9781108958509
Binding: Soft cover
Condition: New

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Synopsis

Text contains a wealth of information about about a wide variety of sociocultural constructs. Automated prediction methods can infer these quantities (sentiment analysis is probably the most well-known application). However, there is virtually no limit to the kinds of things we can predict from text: power, trust, misogyny, are all signaled in language. These algorithms easily scale to corpus sizes infeasible for manual analysis. Prediction algorithms have become steadily more...

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