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Firstly you would never be penalized for using rel=canonical. If its the same content yes I recommend using the tag pointing towards the one you want indexed.  It seems like a messy layout though have you looked into making it neat and maybe a bit more friendly for users, could you not have a lot of that information on one page ? In short - Yes use canonical to avoid duplicate issues.