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The output files are written to output directory, which must exist beforehand.
The environment
\startR
....
\stopR
executes its contents using R.
The command
\processRfile{...}
runs the specified file throught R.
By default, the output is not read back. If you want to typeset the output of the R environment, use
\startR[read=yes]
....
\stopR
The line Sys.setlocale(category="LC_ALL", locale="en_US.UTF-8") sets the locale to UTF, which ensures that accented letters labels in plots work. See this thread on the context mailing list for details.