Reporting the methodology of your data acquisition and analysis is highly important in any publication, be it a research paper, thesis or internal report.
The inclusion of experimental parameters and conditions allow the reader to make an informed decision to the data presented and highlight any possible issues which may have been overlooked (e.g. analysis induced damage).
An example of a poor description can be seen in the righthand panel.