Tom Mock 2/13/2021

Joins vs case whens - speed and memory tradeoffs

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This technical article compares the speed and memory efficiency of using joins versus case_when() and data.table::fcase() in R for data cleaning tasks, such as standardizing abbreviations. It provides benchmarks and practical advice for handling datasets, highlighting when each method is optimal based on data size and computational constraints.

Joins vs case whens - speed and memory tradeoffs

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