High-purity liquid argon is critical for the operation of a liquid argon time projection chamber (LArTPC). At MicroBooNE, we have achieved an electron drift lifetime of at least 6 ms without evacuation of the detector vessel. Measurements of the electronegative contaminants oxygen and water are described and shown as the gas and liquid argon stages of filtration progressed.