Dongjoon Hyun created SPARK-16429:
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             Summary: Include `StringType` columns in Scala/Python `describe()`
                 Key: SPARK-16429
                 URL: https://issues.apache.org/jira/browse/SPARK-16429
             Project: Spark
          Issue Type: Improvement
            Reporter: Dongjoon Hyun
            Priority: Minor


Currently, Spark `describe` supports `StringType`. However, Scala/Python 
`describe()` returns a dataset for only all numeric columns. SparkR returns all 
columns.

This issue include `StringType` columns in Scala/Python `describe()`, 
`describe` without argument.



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