R - separate with specific symbol, vertical bare, |

Question

I have a dataset with a column with the symbol '|' (come from the interaction of 2 variables in a model), and I want to split it according this character.

The function separate works well with standard character, do you how I can specific the character '|' ?

library(tidyverse)
df <- data.frame(Interaction = c('var1|var2'))

# as expected
df %>% separate(Interaction, c('var1', 'var2'), sep = '1')
#   var1  var2
# 1  var |var2

# not as expected
df %>% separate(Interaction, c('var1', 'var2'), sep = '|')
#   var1 var2
# 1         v

I didn't know what "escape something" means, it is more clear with your answer. Thanks — demarsylvain, May 08 '19 at 19:29

score 4 · Accepted Answer · answered May 08 '19 at 19:27

We can either escape (\\) the | as it is a metacharacter for regex specifying for OR and the sep by default is in the regex mode

If we look at the ?separate documentation,

separate(data, col, into, sep = "[^[:alnum:]]+", remove = TRUE, convert = FALSE, extra = "warn", fill = "warn", ...)

and it is described as

sep - If character, is interpreted as a regular expression. The default value is a regular expression that matches any sequence of non-alphanumeric values.

df %>% 
  separate(Interaction, c('var1', 'var2'), sep = '\\|')

or place it in square brackets

df %>% 
   separate(Interaction, c('var1', 'var2'), sep = '[|]')

always the most beautiful solutions – LDT Sep 09 '22 at 13:50 — LDT, Sep 09 '22 at 13:50

score 0 · Answer 2 · edited May 08 '19 at 19:44

0

Vertical bar is a special character, that's why is not performing as expected:

df %>% separate(Interaction, c('var1', 'var2'), sep = '\\|')

That should solve the problem.

edited May 08 '19 at 19:44

Emma

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answered May 08 '19 at 19:43

Constanza Garcia

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R - separate with specific symbol, vertical bare, |

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