Justin Grimmer: Text as Data | Taschenbuch

Cover: 9780691207551 | Text as Data | Justin Grimmer (u. a.) | Taschenbuch | Englisch | 2022

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Sprache: Englisch

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Beschreibung

"From social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning tools are rapidly transforming the way science and business are conducted. Text as Data shows how to combine new sources of data, machine learning tools, and social science research design to develop and evaluate new [...] as Data is organized around the core tasks in research projects using text--representation, discovery, measurement, prediction, and causal inference. The authors offer a sequential, iterative, and inductive approach to research design. Each research task is presented complete with real-world applications, example methods, and a distinct style of task-focused research. Bridging many divides--computer science and social science, the qualitative and the quantitative, and industry and academia--Text as Data is an ideal resource for anyone wanting to analyze large collections of text in an era when data is abundant and computation is cheap, but the enduring challenges of social science remain." --Page 4 of cover.

Über den Autor

Justin Grimmer is professor of political science and a senior fellow at the Hoover Institution at Stanford University. Twitter [...] Margaret E. Roberts is associate professor in political science and the Hal¿c¿ölu Data Science Institute at the University of California, San Diego. Twitter [...] Brandon M. Stewart is assistant professor of sociology and Arthur H. Scribner Bicentennial Preceptor at Princeton University. Twitter [...]

Erscheinungsjahr:	2022
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9780691207551
ISBN-10:	0691207550
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Grimmer, Justin Roberts, Margaret E Stewart, Brandon M
Hersteller:	Princeton University Press
Maße:	251 x 178 x 21 mm
Von/Mit:	Justin Grimmer (u. a.)
Erscheinungsdatum:	29.03.2022
Gewicht:	0,722 kg

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