[R] Documenting data
Robert Baer
rbaer at atsu.edu
Thu Jun 30 17:44:08 CEST 2016
You might look at:
http://stackoverflow.com/questions/7979609/automatic-documentation-of-datasets
You might also, try the FIle | Compile Notebook from within R-Studio
(https://www.rstudio.com/) on your well-documented R-scripts to get a
nice reproducible recording/report of data analysis workflow. Similar
functionality is available from basic R, but involves more work. There
are many other approaches, but the best choice depends on your precise
needs.
And, as a programmer, you are probably already familiar with things like:
https://google.github.io/styleguide/Rguide.xml
On 6/30/2016 9:51 AM, Pito Salas wrote:
> I am studying statistics and using R in doing it. I come from software development where we document everything we do.
>
> As I “massage” my data, adding columns to a frame, computing on other data, perhaps cleaning, I feel the need to document in detail what the meaning, or background, or calculations, or whatever of the data is. After all it is now derived from my raw data (which may have been well documented) but it is “new.”
>
> Is this a real problem? Is there a “best practice” to address this?
>
> Thanks!
>
> Pito Salas
> Brandeis Computer Science
> Feldberg 131
>
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