I have a million row dataset, df,
Name
\\tia@gmail.com\Out
\\tia@gmail.com\Out
\\tia@gmail.com\Out
\\tia@gmail.com\In
\\tia@gmail.com\In
\\tia@gmail.com\In
I would like to replace all instances where \\tia@gmail.com\\Out occurs to Outboxdata. This is my desired output:
Name
Outboxdata
Outboxdata
Outboxdata
\\tia@gmail.com\In
\\tia@gmail.com\In
\\tia@gmail.com\In
Here is the dput:
structure(list(Name = structure(c(2L, 2L, 2L, 1L, 1L, 1L), .Label = c("\\\\tia@gmail.com\\In",
"\\\\tia@gmail.com\\Out"), class = "factor")), class = "data.frame", row.names = c(NA,
-6L))
This is what I am starting with, I know I can use dplyr and gsub:
df %>%
gsub,df$Name
I do not have the correct syntax, and I will continue to research this
We can use str_replace
library(dplyr)
library(stringr)
df %>%
mutate(Name = str_replace(Name, ".*[^A-Za-z]([A-Za-z]+)$", "\\1boxdata"))
# Name
#1 Outboxdata
#2 Outboxdata
#3 Outboxdata
#4 Outboxdata
If we want to replace only on strings having tia@gmail.com, then
df %>%
mutate(Name = str_replace(Name, ".*tia@gmail.com\\\\+Out", "Outboxdata"))
Note: As we are replacing values in a particular column, use the function within mutate
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