Data Mining for the Social Sciences : An Introduction - Attewell, Paul

Data Mining for the Social Sciences : An Introduction

Paul Attewell

Yayınevi: California University Press

Yayın tarihi: 06/2015

ISBN: 9780520280984

Yazar : David Monaghan

İngilizce | 216 Sayfa | 17,81x25,4x1,5 cm.

Tür: Genel Sosyoloji

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We live in a world of big data: the amount of information collected on human behavior each day is staggering, and exponentially greater than at any time in the past. Additionally, powerful algorithms are capable of churning through seas of data to uncover patterns. Providing a simple and accessible introduction to data mining, Paul Attewell and David B. Monaghan discuss how data mining substantially differs from conventional statistical modeling familiar to most social scientists. The authors also empower social scientists to tap into these new resources and incorporate data mining methodologies in their analytical toolkits. Data Mining for the Social Sciences demystifies the process by describing the diverse set of techniques available, discussing the strengths and weaknesses of various approaches, and giving practical demonstrations of how to carry out analyses using tools in various statistical software packages.

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