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Backport PR #50685 on branch 1.5.x (BUG: Series.quantile emitting RuntimeWarning for all NA case) #50718

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Backport PR #50685: BUG: Series.quantile emitting RuntimeWarning for all NA case

@lumberbot-app lumberbot-app bot added this to the 1.5.3 milestone Jan 12, 2023
@lumberbot-app lumberbot-app bot added Bug NA - MaskedArrays Related to pd.NA and nullable extension arrays quantile quantile method labels Jan 12, 2023
@phofl phofl merged commit 476ce03 into pandas-dev:1.5.x Jan 13, 2023
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