Data theory and taxonomy of data
Abstract
The field of data theory and taxonomy of data is crucial for understanding the fundamental aspects of data, including its nature, structure, and characteristics. This chapter explores the concepts of data as a whole, different views of data, measurement and scaling, and various types of scales. Understanding the taxonomy of data and the different types of scales is essential for selecting appropriate analytical techniques, designing data collection instruments, and interpreting results accurately. It forms the foundation for organizing and classifying data, enabling researchers and analysts to make informed decisions and draw meaningful insights. Data theory and taxonomy of data encompass the ...
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