I have a dataframe with * and - I want to convert * to 1 and - to 0 but I don't know what to do
This is my dataframe
> head(Patient_036)
Driver SNV_Organoid_036 INDEL_Organoid_036 Deletion_Organoid_036
ABCB1 * - * -
ACVR1B * * * -
ACVR2A * * - -
APC * - * -
ARID1A * - * -
ARID1B * * - -
Any help please?
Patient_036[Patient_036 == "*"] <- 1
Patient_036[Patient_036 == "-"] <- 0
DATA:
Patient_036 <- structure(list(Driver = c("1", "1", "1", "1", "1", "1"), SNV_Organoid_036 = c("0",
"1", "1", "0", "0", "1"), INDEL_Organoid_036 = c("1", "1", "0",
"1", "1", "0"), Deletion_Organoid_036 = c("0", "0", "0", "0",
"0", "0")), row.names = c("ABCB1", "ACVR1B", "ACVR2A", "APC",
"ARID1A", "ARID1B"), class = "data.frame")
In case your dataframe contains factors
, you may need df[] <- lapply(df, as.character)
at first. This won't be necessary if you add stringsAsFactors = FALSE
or something equivalent when you read in the data.
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