Saying the code crashes on large datasets doesn't tell us much. Without some kind of error message I can only speculate at the problem.
With that said, I don't see an obvious error in your loop. This would lead me to believe that the problem is somewhere in the "# do great deads" section, but without any more information it is hard to say.
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