[R] reshape2's dcast() Adds NAs to Data Frame

Jeff Newmiller jdnewmil at dcn.davis.CA.us
Wed Aug 8 02:04:00 CEST 2012


Need sample data, and code that demos the problem.
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Sent from my phone. Please excuse my brevity.

Rich Shepard <rshepard at appl-ecosys.com> wrote:

> I need to understand how and why dcast() adds NAs to a data frame that
>contained no missing values.
>
>   The database table of chemical concentrations has all missing values
>removed because they cannot contribute to data analyses. The structure
>of
>the R data frame of these data have no NA values, and neither does the
>data
>frame resulting from applying the reshape2 melt() function to it.
>However,
>the data frame produced by the dcast() function does contain NAs for
>all
>chemicals. I assume this is because of the syntax I used:
>
>chem.cast <- dcast(chem.melt, site + sampdate + era + ceneq1 + floor +
>ceiling ~ param)
>
>How should I reshape the data frame from long to wide without adding
>these
>spurious NAs?
>
>Rich
>
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>and provide commented, minimal, self-contained, reproducible code.



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