diff --git a/osu.Game.Tests/Visual/Ranking/TestSceneHitEventTimingDistributionGraph.cs b/osu.Game.Tests/Visual/Ranking/TestSceneHitEventTimingDistributionGraph.cs
index 7ca1fc842f..144f8da2fa 100644
--- a/osu.Game.Tests/Visual/Ranking/TestSceneHitEventTimingDistributionGraph.cs
+++ b/osu.Game.Tests/Visual/Ranking/TestSceneHitEventTimingDistributionGraph.cs
@@ -35,6 +35,18 @@ namespace osu.Game.Tests.Visual.Ranking
             createTest(new List<HitEvent>());
         }
 
+        [Test]
+        public void TestMissesDontShow()
+        {
+            createTest(Enumerable.Range(0, 100).Select(i =>
+            {
+                if (i % 2 == 0)
+                    return new HitEvent(0, HitResult.Perfect, new HitCircle(), new HitCircle(), null);
+
+                return new HitEvent(30, HitResult.Miss, new HitCircle(), new HitCircle(), null);
+            }).ToList());
+        }
+
         private void createTest(List<HitEvent> events) => AddStep("create test", () =>
         {
             Children = new Drawable[]
diff --git a/osu.Game/Screens/Edit/Editor.cs b/osu.Game/Screens/Edit/Editor.cs
index d92f3922c3..e178459d5c 100644
--- a/osu.Game/Screens/Edit/Editor.cs
+++ b/osu.Game/Screens/Edit/Editor.cs
@@ -284,7 +284,7 @@ namespace osu.Game.Screens.Edit
             // this is a special case to handle the "pivot" scenario.
             // if we are precise scrolling in one direction then change our mind and scroll backwards,
             // the existing accumulation should be applied in the inverse direction to maintain responsiveness.
-            if (Math.Sign(scrollAccumulation) != scrollDirection)
+            if (scrollAccumulation != 0 && Math.Sign(scrollAccumulation) != scrollDirection)
                 scrollAccumulation = scrollDirection * (precision - Math.Abs(scrollAccumulation));
 
             scrollAccumulation += scrollComponent * (e.IsPrecise ? 0.1 : 1);
diff --git a/osu.Game/Screens/Ranking/Statistics/HitEventTimingDistributionGraph.cs b/osu.Game/Screens/Ranking/Statistics/HitEventTimingDistributionGraph.cs
index 527da429ed..45fdc3ff33 100644
--- a/osu.Game/Screens/Ranking/Statistics/HitEventTimingDistributionGraph.cs
+++ b/osu.Game/Screens/Ranking/Statistics/HitEventTimingDistributionGraph.cs
@@ -48,7 +48,7 @@ namespace osu.Game.Screens.Ranking.Statistics
         /// <param name="hitEvents">The <see cref="HitEvent"/>s to display the timing distribution of.</param>
         public HitEventTimingDistributionGraph(IReadOnlyList<HitEvent> hitEvents)
         {
-            this.hitEvents = hitEvents.Where(e => !(e.HitObject.HitWindows is HitWindows.EmptyHitWindows)).ToList();
+            this.hitEvents = hitEvents.Where(e => !(e.HitObject.HitWindows is HitWindows.EmptyHitWindows) && e.Result != HitResult.Miss).ToList();
         }
 
         [BackgroundDependencyLoader]