diff --git a/Webzine.Entity/Fixtures/SeedDataLocal.cs b/Webzine.Entity/Fixtures/SeedDataLocal.cs
index 71eb46f..15ef444 100644
--- a/Webzine.Entity/Fixtures/SeedDataLocal.cs
+++ b/Webzine.Entity/Fixtures/SeedDataLocal.cs
@@ -1,5 +1,145 @@
-namespace Webzine.EntitiesContext;
+namespace Webzine.Entity.Fixtures;
+
+using Webzine.Entity;
+using Faker;
+using System;
+using System.Collections.Generic;
+using System.Linq;
 
 public class SeedDataLocal
 {
+    public Dictionary<string, (string TrackUrl, string ImageUrl)> RealMusicData { get; set; }
+        = new Dictionary<string, (string TrackUrl, string ImageUrl)>
+    {
+        // Juliana Chahayed - Calm covers
+        { "juliana_chahayed_1", ("https://open.spotify.com/intl-fr/track/0qYLUdJQMhrCFA9dNZGcnm?si=b4fd45727a354a31",
+           "https://i.scdn.co/image/ab67616d0000b2738e8e7b8f8f8f8f8f8f8f8f8") },
+
+        // Mister V - Chanson beauf
+        { "mister_v_1", ("https://youtu.be/JeqUw7sGUK8?si=FnmFR2EgkVY6MhqQ",
+           "https://img.youtube.com/vi/JeqUw7sGUK8/maxresdefault.jpg") },
+
+        // La Compagnie Créole
+        { "compagnie_creole_1", ("https://youtu.be/wfxt1SGWAI8",
+           "https://img.youtube.com/vi/wfxt1SGWAI8/maxresdefault.jpg") },
+
+        // FEMTOGO - Un autre jour
+        { "femto_1", ("https://open.spotify.com/intl-fr/track/0qYLUdJQMhrCFA9dNZGcnm?si=b4fd45727a354a31",
+           "https://i.scdn.co/image/ab67616d0000b2738e8e7b8f8f8f8f8f8f8f8f8") },
+
+        // Chat Noir style songs (Théo De Sousa shares)
+        { "chat_noir_1", ("https://youtu.be/OTi4-q-_Tj0?si=SNnLd-6Y893nL5Au",
+           "https://img.youtube.com/vi/OTi4-q-_Tj0/maxresdefault.jpg") },
+
+        { "chat_noir_2", ("https://youtu.be/X-rJ01EyiAI?si=gH9m_U8oXI35OgWu",
+           "https://img.youtube.com/vi/X-rJ01EyiAI/maxresdefault.jpg") },
+
+        { "chat_noir_3", ("https://youtu.be/7lIM0wSx7kQ?si=S-RAsLzd4SiCQhE4",
+           "https://img.youtube.com/vi/7lIM0wSx7kQ/maxresdefault.jpg") },
+
+        { "chat_noir_4", ("https://youtu.be/dbxyKR1P8vA?si=aRzdYBhwvKptV8Ff",
+           "https://img.youtube.com/vi/dbxyKR1P8vA/maxresdefault.jpg") },
+
+        { "chat_noir_5", ("https://youtu.be/DDHvKo5NnII?si=NFRkdVQL2mELP0yn",
+           "https://img.youtube.com/vi/DDHvKo5NnII/maxresdefault.jpg") },
+
+        { "chat_noir_6", ("https://youtu.be/J9LgHNf2Qy0?si=YGO1ggiLkefa9901",
+           "https://img.youtube.com/vi/J9LgHNf2Qy0/maxresdefault.jpg") },
+
+        { "chat_noir_7", ("https://youtu.be/oadhHk2xs6c?si=mbnJCA6SGsoYXnUK",
+           "https://img.youtube.com/vi/oadhHk2xs6c/maxresdefault.jpg") },
+
+        { "chat_noir_8", ("https://youtu.be/6K1zCgkBaoE?si=quq9vQLJ-AmzjRJJ",
+           "https://img.youtube.com/vi/6K1zCgkBaoE/maxresdefault.jpg") },
+
+        // German rapper (Baptiste Nodon)
+        { "german_rapper_1", ("https://www.youtube.com/watch?v=DWpg71HJt24",
+           "https://img.youtube.com/vi/DWpg71HJt24/maxresdefault.jpg") },
+
+        // Nizard Verdenal share
+        { "nizard_1", ("https://youtu.be/1fjA68k8DAU?si=2PuZSquVQGvfmQkZ",
+           "https://img.youtube.com/vi/1fjA68k8DAU/maxresdefault.jpg") },
+    };
+
+    public List<Artiste> GenerateArtists(int count)
+    {
+
+    }
+
+    public List<Style> GenerateStyles(int count)
+    {
+        var styleNames = new[] { "Rock", "Pop", "Rap", "Électro", "Jazz", "Classique", "Reggae", "Blues", "Metal", "Folk", "Chanson française", "Hip-Hop", "R&B", "Soul", "Punk" };
+        var styles = new List<Style>();
+
+        for (int i = 0; i < Math.Min(count, styleNames.Length); i++)
+        {
+            styles.Add(new Style
+            {
+                IdStyle = i + 1,
+                Libelle = styleNames[i]
+            });
+        }
+
+        return styles;
+    }
+
+    public List<Titre> GenerateTitres(int count, List<Artiste> artists)
+    {
+        var titres = new List<Titre>();
+        var random = new Random();
+        var musicItems = RealMusicData.Values.ToList();
+
+        for (int i = 0; i < count; i++)
+        {
+            var randomMusic = musicItems[random.Next(musicItems.Count)];
+            var randomArtist = artists[random.Next(artists.Count)];
+
+            titres.Add(new Titre
+            {
+                IdTitre = i + 1,
+                IdArtiste = randomArtist.IdArtiste,
+                Artiste = randomArtist,
+                Libelle = Lorem.Words(3).ToString(),
+                Chronique = Lorem.Paragraph(),
+                DateCreation = DateTime.Now.AddDays(-random.Next(1, 365)),
+                Duree = random.Next(120, 360), // 2 to 6 minutes in seconds
+                DateSortie = DateTime.Now.AddYears(-random.Next(0, 5)).AddDays(-random.Next(1, 365)),
+                UrlJaquette = randomMusic.ImageUrl,
+                UrlEcoute = randomMusic.TrackUrl,
+                NbLectures = random.Next(1000, 1000000),
+                NbLikes = random.Next(100, 100000),
+                Album = $"Album {random.Next(1, 10)}",
+                Commentaires = new List<Commentaire>()
+            });
+
+            randomArtist.Titres.Add(titres.Last());
+        }
+
+        return titres;
+    }
+
+    public List<Commentaire> GenerateCommentaires(int count, List<Titre> titres)
+    {
+        var commentaires = new List<Commentaire>();
+        var random = new Random();
+
+        for (int i = 0; i < count; i++)
+        {
+            var randomTitre = titres[random.Next(titres.Count)];
+
+            commentaires.Add(new Commentaire
+            {
+                IdCommentaire = i + 1,
+                Contenu = Lorem.Paragraph(),
+                Auteur = Name.FullName(),
+                DateCreation = DateTime.Now.AddDays(-random.Next(1, 30)),
+                IdTitre = randomTitre.IdTitre,
+                Titre = randomTitre
+            });
+
+            randomTitre.Commentaires.Add(commentaires.Last());
+        }
+
+        return commentaires;
+    }
 }
\ No newline at end of file
diff --git a/Webzine.Repository.Contracts/ITtitreRepository.cs b/Webzine.Repository.Contracts/ITtitreRepository.cs
index 3b0fbdb..b51c847 100644
--- a/Webzine.Repository.Contracts/ITtitreRepository.cs
+++ b/Webzine.Repository.Contracts/ITtitreRepository.cs
@@ -1,4 +1,4 @@
-// using Webzine.Entity;
+using Webzine.Entity;
 
 namespace Webzine.Repository.Contracts
 {