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https://issues.apache.org/jira/browse/ARROW-439?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Wes McKinney resolved ARROW-439.
--------------------------------
    Resolution: Fixed

Issue resolved by pull request 909
[https://github.com/apache/arrow/pull/909]

> [Python] Add option in "to_pandas" conversions to yield Categorical from 
> String/Binary arrays
> ---------------------------------------------------------------------------------------------
>
>                 Key: ARROW-439
>                 URL: https://issues.apache.org/jira/browse/ARROW-439
>             Project: Apache Arrow
>          Issue Type: New Feature
>          Components: Python
>            Reporter: Wes McKinney
>            Assignee: Florian Jetter
>             Fix For: 0.6.0
>
>
> This will depend on bringing in general dictionary encoding / hashing 
> machinery



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