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Colleagues:  Another country is heard from:
Since no one has mentioned MATLAB, let me mention it.
--Can easily do any math from 2+2 to matrix SVD etc.
--Statistics toolbox does most of what anyone would want.
--Lots of easy quick graphics that can be prettied up if needed.
--If you know FORTRAN, you already know most of the syntax.
--Reasonably easy to write quickies, can also run large
  calculations quite fast, can even run some stuff on GPUs now.
--Largely, not entirely, backwards compatible to earlier versions.
--Available for Linux, MAC, Windows.
--Great tech support and online help.
Disadvantages:
--It is not free.
--Not so great for text manipulation operations.
--Takes a while to learn, so not good for one quickie, but well
  worth the time to learn it in the long run.

George Reeke