The function `dplyr::left_join()` is a powerful tool in R for merging two data frames based on a common key. It takes all the rows from the left data frame and matches them with corresponding rows from the right data frame, filling in missing values with NAs where no match is found. This function is essential for combining datasets while retaining all information from the primary dataset, making it crucial for data manipulation and analysis.
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