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Editorial Team
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Editorial Team
Asked: May 22, 20262026-05-22T17:50:22+00:00 2026-05-22T17:50:22+00:00

How can I read an Excel file directly into R? Or should I first

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How can I read an Excel file directly into R? Or should I first export the data to a text- or CSV file and import that file into R?

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  1. Editorial Team
    Editorial Team
    2026-05-22T17:50:22+00:00Added an answer on May 22, 2026 at 5:50 pm

    Yes. See the relevant page on the R wiki. Short answer: read.xls from the gdata package works most of the time (although you need to have Perl installed on your system — usually already true on MacOS and Linux, but takes an extra step on Windows, i.e. see http://strawberryperl.com/). There are various caveats, and alternatives, listed on the R wiki page.

    The only reason I see not to do this directly is that you may want to examine the spreadsheet to see if it has glitches (weird headers, multiple worksheets [you can only read one at a time, although you can obviously loop over them all], included plots, etc.). But for a well-formed, rectangular spreadsheet with plain numbers and character data (i.e., not comma-formatted numbers, dates, formulas with divide-by-zero errors, missing values, etc. etc. ..) I generally have no problem with this process.

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