How much coding is necessary?

With all the apps being developed that is useful to researchers who are not highly computer literate, question is how much coding/computer literacy is necessary for the geographers, environmental researchers, planners, etc.?

Here is one example: 140kit (“a platform that makes collecting and analyzing Twitter easy”). Is this enough or do we non computer types need to understand how it works (i.e., in a computational sense)?

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