diff --git a/resources/assets/js/stores/overviewStore.ts b/resources/assets/js/stores/overviewStore.ts
index fa3233b7..7ceb8b2b 100644
--- a/resources/assets/js/stores/overviewStore.ts
+++ b/resources/assets/js/stores/overviewStore.ts
@@ -44,6 +44,8 @@ export const overviewStore = {
     // To keep things simple, we only refresh the song stats.
     // All album/artist stats are simply ignored.
     this.state.mostPlayedSongs = songStore.getMostPlayed(7)
-    this.state.recentlyPlayed = recentlyPlayedStore.excerptState.songs.filter(song => !song.deleted)
+    this.state.recentlyPlayed = recentlyPlayedStore.excerptState.songs.filter(
+      song => !song.deleted && song.play_count > 0
+    )
   }
 }
diff --git a/resources/assets/js/stores/songStore.ts b/resources/assets/js/stores/songStore.ts
index 5c617aa0..80369b53 100644
--- a/resources/assets/js/stores/songStore.ts
+++ b/resources/assets/js/stores/songStore.ts
@@ -214,7 +214,14 @@ export const songStore = {
   },
 
   getMostPlayed (count: number) {
-    return take(orderBy(Array.from(this.vault.values()).filter(song => !song.deleted), 'play_count', 'desc'), count)
+    return take(
+      orderBy(
+        Array.from(this.vault.values()).filter(song => !song.deleted && song.play_count > 0),
+        'play_count',
+        'desc'
+      ),
+      count
+    )
   },
 
   async deleteFromFilesystem (songs: Song[]) {