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Backport PR #31361 on branch 1.0.x (Avoid Index DeprecationWarning in Series getitem) #31403

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Backport PR #31361: Avoid Index DeprecationWarning in Series getitem

@lumberbot-app lumberbot-app bot added this to the 1.0.0 milestone Jan 28, 2020
@simonjayhawkins simonjayhawkins added Indexing Related to indexing on series/frames, not to indexes themselves Warnings Warnings that appear or should be added to pandas labels Jan 28, 2020
@TomAugspurger TomAugspurger merged commit a08c2f9 into pandas-dev:1.0.x Jan 28, 2020
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