Text as data : a new framework for machine learning and the social sciences
(Book)

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Published
Princeton : Princeton University Press, [2022].
Format
Book
ISBN
9780691207544, 0691207542, 9780691207551, 0691207550
Physical Desc
xix, 336 pages : illustrations ; 26 cm
Status
Adult Nonfiction
006.312 GRI
1 available

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Published
Princeton : Princeton University Press, [2022].
Language
English
ISBN
9780691207544, 0691207542, 9780691207551, 0691207550

Notes

Bibliography
Includes bibliographical references (pages [307]-329) and index.
Description
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 insights.

Citations

APA Citation, 7th Edition (style guide)

Grimmer, J., Roberts, M. E., & Stewart, B. (. s. (2022). Text as data: a new framework for machine learning and the social sciences . Princeton University Press.

Chicago / Turabian - Author Date Citation, 17th Edition (style guide)

Grimmer, Justin, Margaret E., Roberts and Brandon (Political scientist), Stewart. 2022. Text As Data: A New Framework for Machine Learning and the Social Sciences. Princeton University Press.

Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)

Grimmer, Justin, Margaret E., Roberts and Brandon (Political scientist), Stewart. Text As Data: A New Framework for Machine Learning and the Social Sciences Princeton University Press, 2022.

MLA Citation, 9th Edition (style guide)

Grimmer, Justin,, Margaret E. Roberts, and Brandon (Political scientist) Stewart. Text As Data: A New Framework for Machine Learning and the Social Sciences Princeton University Press, 2022.

Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.

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