I know if I have a data frame with more than 1 column, then I can use
colnames(x) <- c("col1","col2")
to rename the columns. How to do this if it's just one column? Meaning a vector or data frame with only one column.
Example:
trSamp <- data.frame(sample(trainer$index, 10000)) head(trSamp ) # sample.trainer.index..10000. # 1 5907862 # 2 2181266 # 3 7368504 # 4 1949790 # 5 3475174 # 6 6062879 ncol(trSamp) # [1] 1 class(trSamp) # [1] "data.frame" class(trSamp[1]) # [1] "data.frame" class(trSamp[,1]) # [1] "numeric" colnames(trSamp)[2] <- "newname2" # Error in names(x) <- value : # 'names' attribute [2] must be the same length as the vector [1]
Method 1: using colnames() method colnames() method in R is used to rename and replace the column names of the data frame in R. The columns of the data frame can be renamed by specifying the new column names as a vector.
To rename columns, we can pass a dictionary to the columns argument. The keys are the columns you want to change and the values are the new names for these columns. We can also set the argument inplace to True for the change to happen in the existing DataFrame.
This is a generalized way in which you do not have to remember the exact location of the variable:
# df = dataframe # old.var.name = The name you don't like anymore # new.var.name = The name you want to get names(df)[names(df) == 'old.var.name'] <- 'new.var.name'
This code pretty much does the following:
names(df)
looks into all the names in the df
[names(df) == old.var.name]
extracts the variable name you want to check<- 'new.var.name'
assigns the new variable name.colnames(trSamp)[2] <- "newname2"
attempts to set the second column's name. Your object only has one column, so the command throws an error. This should be sufficient:
colnames(trSamp) <- "newname2"
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