In R, there are a couple ways to convert the column-oriented data frame to a row-oriented dictionary list or alike, e.g. a list of lists.
In the code snippet below, I would show each approach and how to extract keys and values from the dictionary. As shown in the benchmark, it appears that the generic R data structure is still the most efficient.
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