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The current behavior in pythonic and plotter's extract_and_execute_code is to drop rows with NaN values in any columns that are mentioned in the code. This behavior should be made to be easily configurable so that developers can choose if they want to have this row-removal skipped or applied. There are many use-cases where this behavior leads to inaccurate analysis, and a lot of ambiguity of results. And currently there is no easy way for developers to control this feature.
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