£54.60

Text as Data: A New Framework for Machine Learning and the Social Sciences

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£55 today · all-time low £52 (Aug 2024) · usually the usual

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Last 584 days • 584 data points (No recent data available)

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£84.00 £49.22 £56.81 £64.40 £71.98 £79.57 £87.16 09 June 2024 01 November 2024 27 March 2025 20 August 2025 13 January 2026

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122 days 33 days 18 days 330 days · current 37 days 34 days 5 days 3 days 2 days 0 83 165 248 330 £52 £53 £54 £55 £57 £60 £70 £72 £84 Days at Price

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Most common price: £55 (330 days, 56.5%)

Price range: £52 - £84

Price levels: 9 different prices over 584 days

Description

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 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. Text 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. Overview of how to use text as data Research design for a world of data deluge Examples from across the social sciences and industry

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
29 March 2022
Listed Since
18 April 2021

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