diff --git a/scala-interpreter/src/main/scala/org/apache/toree/kernel/interpreter/scala/ScalaDisplayers.scala b/scala-interpreter/src/main/scala/org/apache/toree/kernel/interpreter/scala/ScalaDisplayers.scala
index 08a8f07b7..b144e2ccd 100644
--- a/scala-interpreter/src/main/scala/org/apache/toree/kernel/interpreter/scala/ScalaDisplayers.scala
+++ b/scala-interpreter/src/main/scala/org/apache/toree/kernel/interpreter/scala/ScalaDisplayers.scala
@@ -23,8 +23,7 @@ import scala.collection.JavaConverters._
 import scala.collection.mutable
 import scala.util.Try
 import org.apache.spark.SparkContext
-import org.apache.spark.sql.Row
-import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.{DataFrame, Row, SparkSession}
 import jupyter.Displayer
 import jupyter.Displayers
 import jupyter.MIMETypes
@@ -64,6 +63,13 @@ object ScalaDisplayers {
     }
   })
 
+  Displayers.register(classOf[DataFrame], new Displayer[DataFrame] {
+    override def display(df: DataFrame): util.Map[String, String] = toJava {
+      val (text, html) = displayRows(df.head(20), Some(df.schema.fieldNames))
+      Map(MIMEType.PlainText -> text, MIMEType.TextHtml -> html)
+    }
+  })
+
   Displayers.register(classOf[Array[Row]], new Displayer[Array[Row]] {
     override def display(arr: Array[Row]): util.Map[String, String] = toJava {
       val (text, html) = displayRows(arr)