data.groupBy("gender").agg(count($"age"),max($"age").as("maxAge"), avg($"age").as("avgAge")).show

+------+----------+------+------+

|gender|count(age)|maxAge|avgAge|

+------+----------+------+------+

|female|         5|  32.0|  29.0|

|  male|         5|  57.0|  39.0|

+------+----------+------+------+

data.groupBy("gender").agg("age"->"count","age" -> "max", "age" -> "avg").show

+------+----------+--------+--------+

|gender|count(age)|max(age)|avg(age)|

+------+----------+--------+--------+

|female|         5|    32.0|    29.0|

|  male|         5|    57.0|    39.0|

+------+----------+--------+--------+