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Read xls and xlsx files

Read xls and xlsx files

read_excel() calls excel_format() to determine if path is xls or xlsx,based on the file extension and the file itself, in that order. Useread_xls() and read_xlsx() directly if you know better and want toprevent such guessing.


Path to the xls/xlsx file.


Sheet to read. Either a string (the name of a sheet), or aninteger (the position of the sheet). Ignored if the sheet is specified viarange. If neither argument specifies the sheet, defaults to the firstsheet.


A cell range to read from, as described in cell-specification.Includes typical Excel ranges like 'B3:D87', possibly including the sheetname like 'Budget!B2:G14', and more. Interpreted strictly, even if therange forces the inclusion of leading or trailing empty rows or columns.Takes precedence over skip, n_max and sheet.


TRUE to use the first row as column names, FALSE to getdefault names, or a character vector giving a name for each column. If userprovides col_types as a vector, col_names can have one entry percolumn, i.e. have the same length as col_types, or one entry perunskipped column.


Either NULL to guess all from the spreadsheet or acharacter vector containing one entry per column from these options:'skip', 'guess', 'logical', 'numeric', 'date', 'text' or 'list'. If exactlyone col_type is specified, it will be recycled. The content of a cell ina skipped column is never read and that column will not appear in the dataframe output. A list cell loads a column as a list of length 1 vectors,which are typed using the type guessing logic from col_types = NULL, buton a cell-by-cell basis.


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Character vector of strings to interpret as missing values. Bydefault, readxl treats blank cells as missing data.


Should leading and trailing whitespace be trimmed?


Minimum number of rows to skip before reading anything, be itcolumn names or data. Leading empty rows are automatically skipped, so thisis a lower bound. Ignored if range is given.


Maximum number of data rows to read. Trailing empty rows areautomatically skipped, so this is an upper bound on the number of rows inthe returned tibble. Ignored if range is given.

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Maximum number of data rows to use for guessing columntypes.


Display a progress spinner? By default, the spinner appearsonly in an interactive session, outside the context of knitting a document,and when the call is likely to run for several seconds or more. Seereadxl_progress() for more details.


Handling of column names. By default, readxl ensurescolumn names are not empty and are unique. If the tibble package version isrecent enough, there is full support for .name_repair as documented intibble::tibble(). If an older version of tibble is present, readxl fallsback to name repair in the style of tibble v1.4.2.


A tibble

See Also

cell-specification for more details on targetting cells with therange argument


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  • read_excel
  • read_xls
  • read_xlsx

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V1.3 Documentation reproduced from package readxl, version 1.3.1, License: GPL-3

Community examples

Note that the Excel spreadsheet must be local (a URL does not work).Example of creating, writing and reading a spreadsheet:```{r}d=tribble( ~x, ~y, 1, 10, 2, 12, 3, 13, 4, 12)dl=list(d)openxlsx::write.xlsx(l, file = 'thing.xlsx')d2=read_excel('thing.xlsx')d2```

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API documentation
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