I understand that XLConnect
can be used to read an Excel worksheet into R. For example, this would read the first worksheet in a workbook called test.xls
into R.
library(XLConnect) readWorksheetFromFile('test.xls', sheet = 1)
I have an Excel Workbook with multiple worksheets.
How can all worksheets in a workbook be imported into a list in R where each element of the list is a data.frame for a given sheet, and where the name of each element corresponds to the name of the worksheet in Excel?
For importing multiple Excel sheets into R, we have to, first install a package in R which is known as readxl. After successfully installing the package, we have to load the package using the library function is R.
read_excel() function is basically used to import/read an excel file and it can only be accessed after importing of the readxl library in R language..
First, we import xlsx package by using the library() function then give the full path of the Excel file to excel_path named variable. To create a dataframe keep extracting columns from the file and combine them into one data frame once done. Program: R.
Since posting this question the readxl
package has been released. It supports both xls
and xlsx
format. Importantly, in contrast to other excel import packages, it works on Windows, Mac, and Linux without requiring installation of additional software.
So a function for importing all sheets in an Excel workbook would be:
library(readxl) read_excel_allsheets <- function(filename, tibble = FALSE) { # I prefer straight data.frames # but if you like tidyverse tibbles (the default with read_excel) # then just pass tibble = TRUE sheets <- readxl::excel_sheets(filename) x <- lapply(sheets, function(X) readxl::read_excel(filename, sheet = X)) if(!tibble) x <- lapply(x, as.data.frame) names(x) <- sheets x }
This could be called with:
mysheets <- read_excel_allsheets("foo.xls")
Building on the answer provided by @mnel, here is a simple function that takes an Excel file as an argument and returns each sheet as a data.frame in a named list.
library(XLConnect) importWorksheets <- function(filename) { # filename: name of Excel file workbook <- loadWorkbook(filename) sheet_names <- getSheets(workbook) names(sheet_names) <- sheet_names sheet_list <- lapply(sheet_names, function(.sheet){ readWorksheet(object=workbook, .sheet)}) }
Thus, it could be called with:
importWorksheets('test.xls')
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