Readers can understand a scientific text more effectively when it is supported by visual aids such as graphs,tables,diagrams,photographs and flow charts. Graphic material must appropriately complement the message. Line graphs are better than tables for showing trends. Bar charts are better than line graphs for presenting rough quantitative information. Pie charts are acceptable when there are no more than five segments and when they are not too small. Flow charts should have clearly-defined flows that are easily discernible to readers.
In the interpretation of data,one must take care to avoid nasty pitfalls,such as using the wrong control group for comparison,ignoring the covariance in analysis,and so on.
It is also important to choose a test of significance and a statistical method capable of extracting the required information from the data; e.q. a χ2 test must not be used on data which have been arranged correctly. Otherwise,considerable misinterpretation of data will occur.
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