I have many xlsb files looks like with multiple sheets
File 1 sheet 1
NA NA NA NA
NA 3 NA NA
A B C D
23 12 24 23
.......
File 1 sheet 2
NA NA NA
NA 3 1
NA 1 NA
B C A
23 12 21
.....
each file has 2 sheets, some first 2-3 rows with junk, followed by column names A B C D which can be in any order or some column can be missing followed by numeric data
i want to read all xlsb in R and want to have a final output like
file1.A file1.B file1.C file1.D file2.A
43 42 23 42 43
.................................
Code tried which takes 1 hour for 1 file and read only sheet 1, however i have to start reading from a non NA row otherwise it throws an error
rm(list=ls())
start.time = Sys.time()
library(excel.link)
setwd("C://Users//LAB//Desktop//data//")
a = dir()
df<-xl.read.file(a[1],header=TRUE, top.left.cell="A4")
end.time <- Sys.time()
time.taken <- end.time - start.time
time.taken