Joining factor levels of two columns

Question

I have 2 columns of data with the same type of data (Strings).

I want to join the levels of the columns. ie. we have:

col1   col2
Bob    John
Tom             


        

Answer 1

x <- structure(list(col1 = structure(c(1L, 4L, 2L, 3L, 4L), .Label = c("Bob", "Frank", "Jim", "Tom"), class = "factor"), col2 = structure(c(3L, 1L, 2L, 1L, 1L), .Label = c("Bob", "Jane", "John"), class = "factor")), .Names = c("col1", "col2"), class = "data.frame", row.names = c(NA, -5L))

Make a simple union of factor names:

both <- union(levels(x$col1), levels(x$col2))

And relevel the two factors:

x$col1 <- factor(x$col1, levels=both)
x$col2 <- factor(x$col2, levels=both)

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After editing: added example to make numeric values from factors

You could simply transform the factor levels to numeric values, e.g.:

as.numeric(x$col1)

Or a more simpler, nicer solution based on @Gavin Simpson's hint below in one step:

data.matrix(x)