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Big Data Mining and Complexity : The SAGE Quantitative Research Kit - Brian C. Castellani

Big Data Mining and Complexity

By: Brian C. Castellani, Rajeev Rajaram

eText | 1 March 2022 | Edition Number 1

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This book offers a much needed critical introduction to data mining and 'big data'. Supported by multiple case studies and examples, the authors provide:

  • Digestible overviews of key terms and concepts relevant to using social media data in quantitative research.
  • A critical review of data mining and 'big data' from a complexity science perspective, including its future potential and limitations
  • A practical exploration of the challenges of putting together and managing a 'big data' database
  • An evaluation of the core mathematical and conceptual frameworks, grounded in a case-based computational modeling perspective, which form the foundations of all data mining techniques

Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.

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Non-FictionSociology & AnthropologySociologySocial Research & StatisticsReference, Information & Interdisciplinary SubjectsResearch & InformationResearch Methods

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