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This is an Open Access book chapter distributed under the terms of the Creative Commons Attribution Licence (CC BY-NC-ND 4.0), which permits copying and redistribution for non-commercial purposes with no derivatives, provided the original work is properly cited (https://creativecommons.org/licenses/by-nc-nd/4.0/). This does not affect the rights licensed or assigned from any third party in this book. The chapter is from the book Assessment of Treatment Plant Performance and Water Quality Data: A Guide for Students, Researchers and Practitioners, Marcos von Sperling, Matthew E. Verbyla and Sílvia M. A. C. Oliveira (Authors).

This chapter discusses elements of importance when organizing, storing, reporting, publishing, and interpreting data obtained from laboratory analyses. The concepts of accuracy and precision, uncertainty and variability, and detection limits and significant digits are covered.

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