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RData has a wide array of formats, some more useful than others. There's the binary RData format which can optionally be gzipped. Then there's an ascii version of that which only holds a single variable (which we ignore).
http://biostat.mc.vanderbilt.edu/wiki/Main/RBinaryFormat
http://stackoverflow.com/a/21370351