[R] Convert list of data frames to one data frame
Ira Sharenow
ir@@h@renow100 @ending from y@hoo@com
Fri Jun 29 08:36:23 CEST 2018
I have a list of data frames which I would like to combine into one data
frame doing something like rbind. I wish to combine in column order and
not by names. However, there are issues.
The number of columns is not the same for each data frame. This is an
intermediate step to a problem and the number of columns could be
2,4,6,8,or10. There might be a few thousand data frames. Another problem
is that the names of the columns produced by the first step are garbage.
Below is a method that I obtained by asking a question on stack
overflow. Unfortunately, my example was not general enough. The code
below works for the simple case where the names of the people are
consistent. It does not work when the names are realistically not the same.
https://stackoverflow.com/questions/50807970/converting-a-list-of-data-frames-not-a-simple-rbind-second-row-to-new-columns/50809432#50809432
Please note that the lapply step sets things up except for the column
name issue. If I could figure out a way to change the column names, then
the bind_rows step will, I believe, work.
So I really have two questions. How to change all column names of all
the data frames and then how to solve the original problem.
# The non general case works fine. It produces one data frame and I can
then change the column names to
# c("first1", "last1","first2", "last2","first3", "last3",)
#Non general easy case
employees4BList = list(data.frame(first1 = "Al", second1 = "Jones"),
data.frame(first1 = c("Al", "Barb"), second1 = c("Jones", "Smith")),
data.frame(first1 = c("Al", "Barb", "Carol"), second1 = c("Jones",
"Smith", "Adams")),
data.frame(first1 = ("Al"), second1 = "Jones"))
employees4BList
bind_rows(lapply(employees4BList, function(x) rbind.data.frame(c(t(x)))))
# This produces a nice list of data frames, except for the names
lapply(employees4BList, function(x) rbind.data.frame(c(t(x))))
# This list is a disaster. I am looking for a solution that works in
this case.
employees4List = list(data.frame(first1 = ("Al"), second1 = "Jones"),
data.frame(first2 = c("Al2", "Barb"), second2 = c("Jones", "Smith")),
data.frame(first3 = c("Al3", "Barbara", "Carol"), second3 = c("Jones",
"Smith", "Adams")),
data.frame(first4 = ("Al"), second4 = "Jones2"))
bind_rows(lapply(employees4List, function(x) rbind.data.frame(c(t(x)))))
Thanks.
Ira
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