diff --git a/R/pkg/R/functions.R b/R/pkg/R/functions.R
index 177e0353c52a..e340b0604e98 100644
--- a/R/pkg/R/functions.R
+++ b/R/pkg/R/functions.R
@@ -879,8 +879,8 @@ setMethod("factorial",
 #'
 #' The function by default returns the first values it sees. It will return the first non-missing
 #' value it sees when na.rm is set to true. If all values are missing, then NA is returned.
-#' Note: the function is non-deterministic because its results depends on order of rows which
-#' may be non-deterministic after a shuffle.
+#' Note: the function is non-deterministic because its results depends on the order of the rows
+#' which may be non-deterministic after a shuffle.
 #'
 #' @param na.rm a logical value indicating whether NA values should be stripped
 #'        before the computation proceeds.
@@ -1024,8 +1024,8 @@ setMethod("kurtosis",
 #'
 #' The function by default returns the last values it sees. It will return the last non-missing
 #' value it sees when na.rm is set to true. If all values are missing, then NA is returned.
-#' Note: the function is non-deterministic because its results depends on order of rows which
-#' may be non-deterministic after a shuffle.
+#' Note: the function is non-deterministic because its results depends on the order of the rows
+#' which may be non-deterministic after a shuffle.
 #'
 #' @param x column to compute on.
 #' @param na.rm a logical value indicating whether NA values should be stripped
@@ -3706,7 +3706,7 @@ setMethod("create_map",
 #' @details
 #' \code{collect_list}: Creates a list of objects with duplicates.
 #' Note: the function is non-deterministic because the order of collected results depends
-#' on order of rows which may be non-deterministic after a shuffle.
+#' on the order of the rows which may be non-deterministic after a shuffle.
 #'
 #' @rdname column_aggregate_functions
 #' @aliases collect_list collect_list,Column-method
@@ -3727,7 +3727,7 @@ setMethod("collect_list",
 #' @details
 #' \code{collect_set}: Creates a list of objects with duplicate elements eliminated.
 #' Note: the function is non-deterministic because the order of collected results depends
-#' on order of rows which may be non-deterministic after a shuffle.
+#' on the order of the rows which may be non-deterministic after a shuffle.
 #'
 #' @rdname column_aggregate_functions
 #' @aliases collect_set collect_set,Column-method
diff --git a/python/pyspark/sql/functions.py b/python/pyspark/sql/functions.py
index 2cd91ec2b1ae..a8d4732237e4 100644
--- a/python/pyspark/sql/functions.py
+++ b/python/pyspark/sql/functions.py
@@ -196,7 +196,7 @@ def _options_to_str(options):
     Aggregate function: returns a list of objects with duplicates.
 
     .. note:: The function is non-deterministic because the order of collected results depends
-        on order of rows which may be non-deterministic after a shuffle.
+        on the order of the rows which may be non-deterministic after a shuffle.
 
     >>> df2 = spark.createDataFrame([(2,), (5,), (5,)], ('age',))
     >>> df2.agg(collect_list('age')).collect()
@@ -206,7 +206,7 @@ def _options_to_str(options):
     Aggregate function: returns a set of objects with duplicate elements eliminated.
 
     .. note:: The function is non-deterministic because the order of collected results depends
-        on order of rows which may be non-deterministic after a shuffle.
+        on the order of the rows which may be non-deterministic after a shuffle.
 
     >>> df2 = spark.createDataFrame([(2,), (5,), (5,)], ('age',))
     >>> df2.agg(collect_set('age')).collect()
@@ -444,8 +444,8 @@ def first(col, ignorenulls=False):
     The function by default returns the first values it sees. It will return the first non-null
     value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
 
-    .. note:: The function is non-deterministic because its results depends on order of rows which
-        may be non-deterministic after a shuffle.
+    .. note:: The function is non-deterministic because its results depends on the order of the
+        rows which may be non-deterministic after a shuffle.
     """
     sc = SparkContext._active_spark_context
     jc = sc._jvm.functions.first(_to_java_column(col), ignorenulls)
@@ -535,8 +535,8 @@ def last(col, ignorenulls=False):
     The function by default returns the last values it sees. It will return the last non-null
     value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
 
-    .. note:: The function is non-deterministic because its results depends on order of rows
-        which may be non-deterministic after a shuffle.
+    .. note:: The function is non-deterministic because its results depends on the order of the
+        rows which may be non-deterministic after a shuffle.
     """
     sc = SparkContext._active_spark_context
     jc = sc._jvm.functions.last(_to_java_column(col), ignorenulls)
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/First.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/First.scala
index 8de866ed9fb1..210acf33fc43 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/First.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/First.scala
@@ -43,6 +43,10 @@ import org.apache.spark.sql.types._
       > SELECT _FUNC_(col, true) FROM VALUES (NULL), (5), (20) AS tab(col);
        5
   """,
+  note = """
+    The function is non-deterministic because its results depends on the order of the rows
+    which may be non-deterministic after a shuffle.
+  """,
   since = "2.0.0")
 case class First(child: Expression, ignoreNullsExpr: Expression)
   extends DeclarativeAggregate with ExpectsInputTypes {
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/Last.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/Last.scala
index f8af0cd1f303..2c89a4b973a7 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/Last.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/Last.scala
@@ -43,6 +43,10 @@ import org.apache.spark.sql.types._
       > SELECT _FUNC_(col, true) FROM VALUES (10), (5), (NULL) AS tab(col);
        5
   """,
+  note = """
+    The function is non-deterministic because its results depends on the order of the rows
+    which may be non-deterministic after a shuffle.
+  """,
   since = "2.0.0")
 case class Last(child: Expression, ignoreNullsExpr: Expression)
   extends DeclarativeAggregate with ExpectsInputTypes {
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/collect.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/collect.scala
index a302726af983..29f89989b496 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/collect.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/collect.scala
@@ -92,6 +92,10 @@ abstract class Collect[T <: Growable[Any] with Iterable[Any]] extends TypedImper
       > SELECT _FUNC_(col) FROM VALUES (1), (2), (1) AS tab(col);
        [1,2,1]
   """,
+  note = """
+    The function is non-deterministic because the order of collected results depends
+    on the order of the rows which may be non-deterministic after a shuffle.
+  """,
   since = "2.0.0")
 case class CollectList(
     child: Expression,
@@ -121,6 +125,10 @@ case class CollectList(
       > SELECT _FUNC_(col) FROM VALUES (1), (2), (1) AS tab(col);
        [1,2]
   """,
+  note = """
+    The function is non-deterministic because the order of collected results depends
+    on the order of the rows which may be non-deterministic after a shuffle.
+  """,
   since = "2.0.0")
 case class CollectSet(
     child: Expression,
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/functions.scala b/sql/core/src/main/scala/org/apache/spark/sql/functions.scala
index 9911972d0f1b..59dbe3e4b397 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/functions.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/functions.scala
@@ -273,7 +273,7 @@ object functions {
    * Aggregate function: returns a list of objects with duplicates.
    *
    * @note The function is non-deterministic because the order of collected results depends
-   * on order of rows which may be non-deterministic after a shuffle.
+   * on the order of the rows which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.6.0
@@ -284,7 +284,7 @@ object functions {
    * Aggregate function: returns a list of objects with duplicates.
    *
    * @note The function is non-deterministic because the order of collected results depends
-   * on order of rows which may be non-deterministic after a shuffle.
+   * on the order of the rows which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.6.0
@@ -295,7 +295,7 @@ object functions {
    * Aggregate function: returns a set of objects with duplicate elements eliminated.
    *
    * @note The function is non-deterministic because the order of collected results depends
-   * on order of rows which may be non-deterministic after a shuffle.
+   * on the order of the rows which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.6.0
@@ -306,7 +306,7 @@ object functions {
    * Aggregate function: returns a set of objects with duplicate elements eliminated.
    *
    * @note The function is non-deterministic because the order of collected results depends
-   * on order of rows which may be non-deterministic after a shuffle.
+   * on the order of the rows which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.6.0
@@ -424,8 +424,8 @@ object functions {
    * The function by default returns the first values it sees. It will return the first non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 2.0.0
@@ -440,8 +440,8 @@ object functions {
    * The function by default returns the first values it sees. It will return the first non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 2.0.0
@@ -456,8 +456,8 @@ object functions {
    * The function by default returns the first values it sees. It will return the first non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.3.0
@@ -470,8 +470,8 @@ object functions {
    * The function by default returns the first values it sees. It will return the first non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.3.0
@@ -549,8 +549,8 @@ object functions {
    * The function by default returns the last values it sees. It will return the last non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 2.0.0
@@ -565,8 +565,8 @@ object functions {
    * The function by default returns the last values it sees. It will return the last non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 2.0.0
@@ -581,8 +581,8 @@ object functions {
    * The function by default returns the last values it sees. It will return the last non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.3.0
@@ -595,8 +595,8 @@ object functions {
    * The function by default returns the last values it sees. It will return the last non-null
    * value it sees when ignoreNulls is set to true. If all values are null, then null is returned.
    *
-   * @note The function is non-deterministic because its results depends on order of rows which
-   * may be non-deterministic after a shuffle.
+   * @note The function is non-deterministic because its results depends on the order of the rows
+   * which may be non-deterministic after a shuffle.
    *
    * @group agg_funcs
    * @since 1.3.0