diff --git a/test_Rémi b/test_Rémi
index 71595ee..b570396 100644
--- a/test_Rémi
+++ b/test_Rémi
@@ -27,30 +27,24 @@ print(df['duration_ms'])
 
 df['duration_ms'] = pd.to_timedelta(df['duration_ms'], unit='ms')
 df = df.rename(columns={"duration_ms": "duration_m"})
-# faire *60 /100 à la virgule
-
-# df['duration_m'] = df['duration_m'].round(2)
 print(df['duration_m'])
 
-# test = pd.to_timedelta(df["duration_m"], unit="m")
-
-
-# print(df['duration_m'].to_period('M'))
-# print(test)
-
-
-# df = df.drop_duplicates() 
-# pas besoin car aucun titre en double
 df = df.drop(151)
 
-dfT = df[['track_id', 'track_name', 'track_popularity', 'duration_m', 'danceability', 'energy', 'loudness','speechiness', 'acousticness', 'liveness', 'valence', 'tempo', 'track_artist', 'track_album_id','track_artist']]
+dfT = df[['track_id', 'track_name', 'track_popularity', 'duration_m', 'danceability', 'energy', 'loudness','speechiness', 'acousticness', 'liveness', 'valence', 'tempo', 'track_artist', 'track_album_id','playlist_id']]
 dfA = df[['track_album_id', 'track_album_name', 'track_album_release_date', 'track_artist']]
 dfP = df[['playlist_id', 'playlist_name', 'playlist_genre', 'playlist_subgenre']]
 dfArtist = df[['track_artist']]
 dfArtist = dfArtist.drop_duplicates()
 dfA = dfA.drop_duplicates()
 dfA['track_album_id'] = dfA['track_album_id'].drop_duplicates()
-
+dfA = dfA.dropna()
+dfP = dfP.drop_duplicates()
+dfP['playlist_id'] = dfP['playlist_id'].drop_duplicates()
+dfP = dfP.dropna()
+dfT = dfT.drop_duplicates()
+dfT['track_id'] = dfT['track_id'].drop_duplicates()
+dfT = dfT.dropna()
 
 
 
@@ -67,7 +61,7 @@ try :
     co.execute(text('''DROP TABLE IF EXISTS Album CASCADE;'''))
     co.execute(text('''CREATE TABLE Album(
                         track_album_id varchar(150),
-                        track_album_name varchar(150),
+                        track_album_name varchar(500),
                         track_album_release_date varchar(15),
                         track_artist varchar(150) REFERENCES Artist,
                         PRIMARY KEY (track_album_id)                    
@@ -75,11 +69,10 @@ try :
     
     co.execute(text('''DROP TABLE IF EXISTS Playlist CASCADE;'''))
     co.execute(text('''CREATE TABLE Playlist(
-                        playlist_id varchar(150),
+                        playlist_id varchar(150) PRIMARY KEY,
                         playlist_name varchar(150),
                         playlist_genre varchar(50),
-                        playlist_subgenre varchar(150),
-                        PRIMARY KEY (playlist_id)                    
+                        playlist_subgenre varchar(150)               
                     );'''))
     
     co.execute(text('''DROP TABLE IF EXISTS Track CASCADE;'''))
@@ -124,7 +117,7 @@ try :
         co.execute(text('''INSERT INTO Track VALUES(:1, :2, :3, :4, :5, :6, :7, :8, :9, :10, :11, :12, :13, :14, :15);'''),
                 {'1': row.track_id, '2': row.track_name, '3': row.track_popularity, '4': row.duration_m, '5': row.danceability, '6': row.energy, '7': row.loudness,
                     '8': row.speechiness, '9': row.acousticness, '10': row.liveness, '11': row.valence, '12': row.tempo, '13': row.track_artist, '14': row.track_album_id,
-                    '15': row.track_artist})
+                    '15': row.playlist_id})
     co.execute(text('''SELECT * FROM Track;'''))
     co.commit()