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Do I understand it correctly that you want to frequently get rid of this character from some *.csv files? In my opinion best would be a simple C/C++ application that reads the file byte-by-byte and writes it byte-by-byte with skipping the unwanted ones. To improve performance you could optimize reads/writes.
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