I want to create a function that merges a list of dataframes with different column numbers and the rows have different names that I'd like to keep. Essentially I want to stack dataframes where the column names just become another row to be appended.
df <- list()
df[[1]] <- data.frame(d = c(4,5), e = c("c", "d"))
rownames(df[[1]]) <- c("df2_row_1", "df2_row_2")
df[[2]] <- data.frame(a = c(1,2,3), b = c("a", "b", "c"), c = c("one", "two", "three"))
rownames(df[[2]]) <- c("df1_row_1", "df1_row_2", "df1_row_3")
df[[3]] <- data.frame(f = c(6,7,8), g = c("e", "f", "g"), h = c("one", "two", "three"), w = c(100,101,102))
rownames(df[[3]]) <- c("df3_row_1", "df3_row_2", "df3_row_3")
Current Output:
do.call(bind_rows, df)
d e a b c f g h w
1 4 c NA <NA> <NA> NA <NA> <NA> NA
2 5 d NA <NA> <NA> NA <NA> <NA> NA
3 NA <NA> 1 a one NA <NA> <NA> NA
4 NA <NA> 2 b two NA <NA> <NA> NA
5 NA <NA> 3 c three NA <NA> <NA> NA
6 NA <NA> NA <NA> <NA> 6 e one 100
7 NA <NA> NA <NA> <NA> 7 f two 101
8 NA <NA> NA <NA> <NA> 8 g three 102
Desired Output
d e
df2_row_1 4 c
df2_row_2 5 d
a b c
df1_row_1 1 a one
df1_row_2 2 b two
df1_row_3 3 c three
f g h w
df3_row_1 6 e one 100
df3_row_2 7 f two 101
df3_row_3 8 g three 102
I've tried (unsuccessfully) creating a function that finds the longest data frame, then appends empty columns to the data frames that are shorter than the longest, then gives all the data frames the same name for each of those columns.
I also realize this couldn't be more NOT tidy - is this possible?
Thank you!!!