diff --git a/DBObj/ArtistManager.cs b/DBObj/ArtistManager.cs
index 7013842..8b126dd 100644
--- a/DBObj/ArtistManager.cs
+++ b/DBObj/ArtistManager.cs
@@ -87,14 +87,6 @@ namespace DBObj
             }
         }
 
-        private void PrintAllArtists()
-        {
-            Console.WriteLine("All Artists:");
-            foreach (var artist in AllArtists)
-            {
-                Console.WriteLine(artist.ToString());
-            }
-        }
 
         public List<Artist> GetArtistsByCategoryAndStrokeCountRange(string category, int minStrokes, int maxStrokes)
         {
diff --git a/OverlayFormObj/OverlayForm.cs b/OverlayFormObj/OverlayForm.cs
index 6202265..3bcdbef 100644
--- a/OverlayFormObj/OverlayForm.cs
+++ b/OverlayFormObj/OverlayForm.cs
@@ -745,7 +745,7 @@ private static void SongDisplayTimer_Elapsed(object sender, EventArgs e)
 
         public void DisplaySticker(string stickerId)
         {
-            Console.WriteLine("Attempting to display sticker.");
+            //Console.WriteLine("Attempting to display sticker.");
             this.Invoke((MethodInvoker)delegate {
                 
                 Console.WriteLine("Form Width: " + this.Width);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.GuoYu.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.GuoYu.cs
index 46048ee..21cdd51 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.GuoYu.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.GuoYu.cs
@@ -11,9 +11,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuNormalBackground;
             groupHanYuButton.BackgroundImage = groupHanYuNormalBackground;
 
-            guoYuSongs = allSongs.Where(song => song.Category == "國語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*guoYuSongs = allSongs.Where(song => song.Category == "國語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '國語' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var guoYuSongs = SearchSongs_Mysql(query);                                                       
             currentPage = 0; 
             currentSongList = guoYuSongs; 
             totalPages = (int)Math.Ceiling((double)guoYuSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.HanYu.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.HanYu.cs
index 07a04a3..cfb6612 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.HanYu.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.HanYu.cs
@@ -11,9 +11,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuNormalBackground;
             groupHanYuButton.BackgroundImage = groupHanYuActiveBackground;
 
-            hanYuSongs = allSongs.Where(song => song.Category == "韓語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*hanYuSongs = allSongs.Where(song => song.Category == "韓語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '韓語' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var hanYuSongs = SearchSongs_Mysql(query);                                   
             currentPage = 0; 
             currentSongList = hanYuSongs; 
             totalPages = (int)Math.Ceiling((double)hanYuSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.RiYu.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.RiYu.cs
index 915945e..583a941 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.RiYu.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.RiYu.cs
@@ -11,9 +11,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuActiveBackground;
             groupHanYuButton.BackgroundImage = groupHanYuNormalBackground;
 
-            riYuSongs = allSongs.Where(song => song.Category == "日語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*riYuSongs = allSongs.Where(song => song.Category == "日語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '日語' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var riYuSongs = SearchSongs_Mysql(query);                     
             currentPage = 0; 
             currentSongList = riYuSongs; 
             totalPages = (int)Math.Ceiling((double)riYuSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.TaiYu.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.TaiYu.cs
index 9d0d38f..69e9982 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.TaiYu.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.TaiYu.cs
@@ -11,9 +11,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuNormalBackground;
             groupHanYuButton.BackgroundImage = groupHanYuNormalBackground;
 
-            taiYuSongs = allSongs.Where(song => song.Category == "台語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*taiYuSongs = allSongs.Where(song => song.Category == "台語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '台語' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var taiYuSongs = SearchSongs_Mysql(query); 
             currentPage = 0; 
             currentSongList = taiYuSongs; 
             totalPages = (int)Math.Ceiling((double)taiYuSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YingYu.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YingYu.cs
index 051f2a9..ffffadb 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YingYu.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YingYu.cs
@@ -11,9 +11,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuNormalBackground;
             groupHanYuButton.BackgroundImage = groupHanYuNormalBackground;
 
-            yingWenSongs = allSongs.Where(song => song.Category == "英文" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*yingWenSongs = allSongs.Where(song => song.Category == "英文" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '英文' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var yingWenSongs = SearchSongs_Mysql(query);                    
             currentPage = 0; 
             currentSongList = yingWenSongs; 
             totalPages = (int)Math.Ceiling((double)yingWenSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YueYu.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YueYu.cs
index ca344c2..6e0eff4 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YueYu.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.YueYu.cs
@@ -11,9 +11,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuNormalBackground;
             groupHanYuButton.BackgroundImage = groupHanYuNormalBackground;
 
-            yueYuSongs = allSongs.Where(song => song.Category == "粵語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*yueYuSongs = allSongs.Where(song => song.Category == "粵語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '粵語' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var yueYuSongs = SearchSongs_Mysql(query);
             currentPage = 0; 
             currentSongList = yueYuSongs; 
             totalPages = (int)Math.Ceiling((double)yueYuSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.cs b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.cs
index 8ffffda..a0937bf 100644
--- a/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.cs
+++ b/PrimaryFormParts/GroupSearch/PrimaryForm.GroupSearch.cs
@@ -128,9 +128,11 @@ namespace DualScreenDemo
             groupRiYuButton.BackgroundImage = groupRiYuNormalBackground;
             groupHanYuButton.BackgroundImage = groupHanYuNormalBackground;
 
-            guoYuSongs = allSongs.Where(song => song.Category == "國語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
+            /*guoYuSongs = allSongs.Where(song => song.Category == "國語" && (song.ArtistACategory == "團" || song.ArtistBCategory == "團"))
                                 .OrderByDescending(song => song.Plays) 
-                                .ToList();
+                                .ToList();*/
+            String query = "SELECT * FROM SongLibrary WHERE `語別` = '國語' AND (`歌星A分類` = '團' OR `歌星B分類` = '團') ORDER BY `點播次數` DESC";
+            var guoYuSongs = SearchSongs_Mysql(query);                     
             currentPage = 0; 
             currentSongList = guoYuSongs; 
             totalPages = (int)Math.Ceiling((double)guoYuSongs.Count / itemsPerPage);
diff --git a/PrimaryFormParts/PrimaryForm.cs b/PrimaryFormParts/PrimaryForm.cs
index d4759f8..6fa8150 100644
--- a/PrimaryFormParts/PrimaryForm.cs
+++ b/PrimaryFormParts/PrimaryForm.cs
@@ -183,11 +183,6 @@ namespace DualScreenDemo
         public List<Artist> currentArtistList;
         public List<SongData> publicSongList;
         private List<SongData> guoYuSongs;
-        private List<SongData> taiYuSongs;
-        private List<SongData> yueYuSongs;
-        private List<SongData> yingWenSongs;
-        private List<SongData> riYuSongs;
-        private List<SongData> hanYuSongs;
         private List<SongData> guoYuSongs2;
         private List<SongData> taiYuSongs2;
         private List<SongData> yueYuSongs2;
diff --git a/VideoPlayerForm.cs b/VideoPlayerForm.cs
index c14bf87..76659ed 100644
--- a/VideoPlayerForm.cs
+++ b/VideoPlayerForm.cs
@@ -361,7 +361,7 @@ namespace DualScreenDemo
             {
                 // 获取 CLSID 对应的类型
                 Type filterType = Type.GetTypeFromCLSID(clsid);
-                Console.WriteLine($"Attempting to create filter of type: {filterType.FullName}");
+                //Console.WriteLine($"Attempting to create filter of type: {filterType.FullName}");
 
                 // 创建实例
                 object filterObject = Activator.CreateInstance(filterType);