Data Clean-Up and Management Books

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Data Clean Up and Management


Data Clean Up and Management
  • Author : Margaret Hogarth
  • Publisher : Elsevier
  • Release : 2012-10-22
  • ISBN : 9781780633473
  • Language : En, Es, Fr & De
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Data use in the library has specific characteristics and common problems. Data Clean-up and Management addresses these, and provides methods to clean up frequently-occurring data problems using readily-available applications. The authors highlight the importance and methods of data analysis and presentation, and offer guidelines and recommendations for a data quality policy. The book gives step-by-step how-to directions for common dirty data issues. Focused towards libraries and practicing librarians Deals with practical, real-life issues and addresses common problems that all libraries face Offers cradle-to-grave treatment for preparing and using data, including download, clean-up, management, analysis and presentation

Best Practices in Data Cleaning


Best Practices in Data Cleaning
  • Author : Jason W. Osborne
  • Publisher : SAGE
  • Release : 2012-01-10
  • ISBN : 9781412988018
  • Language : En, Es, Fr & De
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Many researchers jump from data collection directly into testing hypothesis without realizing these tests can go profoundly wrong without clean data. This book provides a clear, accessible, step-by-step process of important best practices in preparing for data collection, testing assumptions, and examining and cleaning data in order to decrease error rates and increase both the power and replicability of results. Jason W. Osborne, author of the handbook Best Practices in Quantitative Methods (SAGE, 2008) provides easily-implemented suggestions that are evidence-based and will motivate change in practice by empirically demonstrating—for each topic—the benefits of following best practices and the potential consequences of not following these guidelines.

Principles and methods of data cleaning


Principles and methods of data cleaning
  • Author :
  • Publisher : GBIF
  • Release : 2005
  • ISBN : 9788792020048
  • Language : En, Es, Fr & De
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Effective Big Data Management and Opportunities for Implementation


Effective Big Data Management and Opportunities for Implementation
  • Author : Singh, Manoj Kumar
  • Publisher : IGI Global
  • Release : 2016-06-20
  • ISBN : 9781522501831
  • Language : En, Es, Fr & De
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“Big data” has become a commonly used term to describe large-scale and complex data sets which are difficult to manage and analyze using standard data management methodologies. With applications across sectors and fields of study, the implementation and possible uses of big data are limitless. Effective Big Data Management and Opportunities for Implementation explores emerging research on the ever-growing field of big data and facilitates further knowledge development on methods for handling and interpreting large data sets. Providing multi-disciplinary perspectives fueled by international research, this publication is designed for use by data analysts, IT professionals, researchers, and graduate-level students interested in learning about the latest trends and concepts in big data.

Improving Sampling Analysis and Data Management for Site Investigation and Cleanup


Improving Sampling  Analysis  and Data Management for Site Investigation and Cleanup
  • Author :
  • Publisher :
  • Release : 2001
  • ISBN : UIUC:30112112944803
  • Language : En, Es, Fr & De
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