It is my question to agriculture researcher, How efficiently do you think we are fully understand our laboratory or field data before writhing a manuscript. We try to do some graphic representation with excel or spss or statistica or we will rake our data to statistician who spent his whole life social field and have zero understanding to our data( I mean contextual understanding) ? I will say agricultural researcher need to learn some efficient way of data visualization like R and python.

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