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Thursday, December 19, 2024

dplyr in R

dplyr: How to Change Factor Levels Using mutate()

You can use the following basic syntax in dplyr to change the levels of a factor variable by using the mutate() function: library(dplyr) df % mutate(team=recode(team, ...

How to Group By and Filter Data Using dplyr

You can use the following basic syntax to group by and filter data using the dplyr package in R: df %>% group_by(team) %>% ...

dplyr: How to Mutate Variable if Column Contains String

You can use the following basic syntax in dplyr to mutate a variable if a column contains a particular string: library(dplyr) df %>% mutate_at(vars(contains('starter')), ~ (scale(.)...

How to Calculate Standard Deviation Using dplyr (With Examples)

You can use the following methods to calculate the standard deviation of values in a data frame in dplyr: Method 1: Calculate Standard Deviation of...

How to Use ungroup() in dplyr (With Examples)

You can use the ungroup() function in dplyr to ungroup rows after using the group_by() function to summarize a variable by group. The following example...

How to Select Rows of Data Frame by Name Using dplyr

You can use the following syntax to select rows of a data frame by name using dplyr: library(dplyr) #select rows by name df %>% filter(row.names(df) %in%...

How to Use the coalesce() Function in dplyr (With Examples)

You can use the coalesce() function from the dplyr package in R to return the first non-missing value in each position of one or...

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