Sorting data by row
I have a dataframe like
Id A B C D E F
a 1 2 9 4 7 6
b 4 5 1 3 6 10
c 1 6 0 3 4 5
I need a data frame like
Id
a C E F D B A #for a, C has the highest value, then E then F and so on...similarly for other rows
b F E B A D C
c B F E D A C
Basically, I first sort each row of the dataframe and then replace the row values ββwith the corresponding column names.
Is there a good way to do this?
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1 answer
Use order
with apply
, fetching names
in process, for example:
data.frame(
mydf[1],
t(apply(mydf[-1], 1, function(x)
names(x)[order(x, decreasing = TRUE)])))
# Id X1 X2 X3 X4 X5 X6
# 1 a C E F D B A
# 2 b F E B A D C
# 3 c B F E D A C
The result apply
must be t
carried over before it is recombined with the Id column.
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