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The Murchison Wide field Array began science observations in the summer of 2013, with the goal of measuring the Epoch of Reionization (EoR) power spectrum through redshifted 21 cm neutral hydrogen emission. With the first semester of observing completed, the EoR analysis team faces the challenge of reducing 350 hours of data to a manageable size for the power spectrum pipeline. Several obstacles exist...