diff --git a/executor/builder.go b/executor/builder.go
index c277eb8e91b79..d75299884ca0c 100644
--- a/executor/builder.go
+++ b/executor/builder.go
@@ -4260,7 +4260,8 @@ func (b *executorBuilder) buildShuffle(v *plannercore.PhysicalShuffle) *ShuffleE
 
 		for j, dataSource := range v.DataSources {
 			stub := plannercore.PhysicalShuffleReceiverStub{
-				Receiver: (unsafe.Pointer)(receivers[j]),
+				Receiver:   (unsafe.Pointer)(receivers[j]),
+				DataSource: dataSource,
 			}.Init(b.ctx, dataSource.Stats(), dataSource.SelectBlockOffset(), nil)
 			stub.SetSchema(dataSource.Schema())
 			v.Tails[j].SetChildren(stub)
diff --git a/planner/core/common_plans.go b/planner/core/common_plans.go
index 29dfecfb5481a..13029e49847f4 100644
--- a/planner/core/common_plans.go
+++ b/planner/core/common_plans.go
@@ -1298,6 +1298,8 @@ func (e *Explain) explainPlanInRowFormat(p Plan, taskType, driverSide, indent st
 		}
 	case *PhysicalCTE:
 		e.ctes = append(e.ctes, x)
+	case *PhysicalShuffleReceiverStub:
+		err = e.explainPlanInRowFormat(x.DataSource, "root", "", childIndent, true)
 	}
 	return
 }
diff --git a/planner/core/physical_plans.go b/planner/core/physical_plans.go
index b7a5698bc2509..f9cdca27dc42f 100644
--- a/planner/core/physical_plans.go
+++ b/planner/core/physical_plans.go
@@ -1325,8 +1325,10 @@ const (
 type PhysicalShuffleReceiverStub struct {
 	physicalSchemaProducer
 
-	// Worker points to `executor.shuffleReceiver`.
+	// Receiver points to `executor.shuffleReceiver`.
 	Receiver unsafe.Pointer
+	// DataSource is the PhysicalPlan of the Receiver.
+	DataSource PhysicalPlan
 }
 
 // CollectPlanStatsVersion uses to collect the statistics version of the plan.