diff --git a/src/analyze.py b/src/analyze.py
index 3be6d09..b9b6c70 100644
--- a/src/analyze.py
+++ b/src/analyze.py
@@ -1,6 +1,4 @@
 """ Analyzing results from API calls. """
-from datetime import date
-
 import matching
 import yt_api
 
@@ -55,7 +53,7 @@ def analyze_list(json_list):
     # print(count)
     return mylist
 
-def get_songlist_artist(data, artist):
+def get_clean_songlist_artist(data, artist):
     """ Creates a list of songnames for an artist """
     songlist = []
     for song in data:
@@ -63,28 +61,66 @@ def get_songlist_artist(data, artist):
             songlist.append(matching.string_clean(song['song name']))
     return songlist
 
-def str_date(strng):
-    """ Transforms a string to date object. """
-    obj = date(int(strng[0:4]),
-                int(strng[5:7]),
-                int(strng[8:10]))
-    return obj
+def get_songlist_artist(data, artist):
+    """ Creates a list of songnames for an artist """
+    songlist = []
+    for song in data:
+        if song['song artist'] == artist:
+            songlist.append(song['song name'])
+    return songlist
+
+def get_dict_artist(data, artist):
+    """ Creates a list of dicts of songs for an artist """
+    mydict = {}
+    for song in data:
+        if song['song artist'] == artist:
+            mydict[matching.string_clean(song['song name'])] = song
+    return mydict
 
-def get_videoid_per_artist(artistchannelid, songlist, artist):
+def get_yt_dict_artist(artist_channel_id, verbose=False):
+    """ Retrieves the list of uploads (songs) from a channel. """
+    return analyze_list(
+                yt_api.get_video_list(
+                    yt_api.get_upload_list_call(
+                        artist_channel_id, verbose),
+                    []))
+
+def get_videoid_per_artist(artist_channel_id, songlist, artist):
     """ Creates a dictionary of songs per artist. """
-    ytdata = analyze_list(yt_api.get_video_list(yt_api.get_upload_list(artistchannelid),[]))
+    ytdata = get_yt_dict_artist(artist_channel_id)
     dupedict = {}
     for song in ytdata:
         name = matching.string_clean(song['song name'])
         if name in songlist:
             if yt_api.video_is_valid(song['videoid']):
-                dat = str_date(song['published on'])
+                dat = matching.str_date(song['published on'])
                 if name not in dupedict:
                     dupedict[name] = [dat, song['videoid'], artist, song['song name']]
                 elif dat < dupedict[name][0] :
                     dupedict[name] = [dat, song['videoid'], artist, song['song name']]
     return dupedict
 
+def get_videoid_dict_per_artist(artist_channel_id, songlist, spot_dict, artist, verbose=False):
+    """ Creates a dictionary of songs per artist. """
+    ytdata = get_yt_dict_artist(artist_channel_id, verbose)
+    dupedict = {}
+    for song in ytdata:
+        name = matching.string_clean(song['song name'])
+        if name in songlist:
+            if yt_api.video_is_valid(song['videoid']):
+                dat = matching.str_date(song['published on'])
+                if name not in dupedict or dat < matching.str_date(dupedict[name]["dat"]):
+                    dupedict[name] = {'dat': song['published on'],
+                                        'video id': song['videoid'],
+                                        'album artist': spot_dict[name]['album artist'],
+                                        'album name': spot_dict[name]['album name'],
+                                        'release date': spot_dict[name]['release date'],
+                                        'song artist': artist,
+                                        'song name spotify': spot_dict[name]['song name'],
+                                        'song name youtube': song['song name']}
+
+    return dupedict
+
 def songs_not_found(songlist, id_dict):
     """ Creates a list of songnames that were not found for an artist """
     not_found_list = []
diff --git a/src/get_avs.py b/src/get_avs.py
index 771ce19..9d38fdf 100644
--- a/src/get_avs.py
+++ b/src/get_avs.py
@@ -1,5 +1,6 @@
 """ Retrieve information from youtube. """
 import yt_api
+import analyze
 
 def get_dict_channel(channel_id):
     """ Get dictionary of info for each song from a channel"""
@@ -28,7 +29,7 @@ def get_dict_channel(channel_id):
             songlist.append(song_dict)
     return songlist
 
-def get_dict_spotify(mydict):
+def get_dict_spotify(mydict, verbose=False):
     """ Get dictionary of info from a
         spotify playlist through youtube"""
 
@@ -37,5 +38,30 @@ def get_dict_spotify(mydict):
     for song in mydict:
         set_artists.add(song['song artist'])
 
-    # TOTO
-    return mydict
+    if verbose:
+        count_artists = len(set_artists)
+        print(f"Artists: {count_artists}")
+
+    for artist in set_artists:
+            # artist =
+            songlist = analyze.get_clean_songlist_artist(mydict, artist)
+            spotify_dict = analyze.get_dict_artist(mydict, artist)
+
+            artistchannel = artist + " - Topic"
+            channelid = yt_api.search_channel(artistchannel, verbose)
+            # channelid =
+
+            yt_data = analyze.get_videoid_dict_per_artist(channelid, songlist, spotify_dict, artist, verbose)
+
+            not_found_list = analyze.songs_not_found(songlist, yt_data)
+
+            count = len(songlist)
+            found = len(songlist) - len(not_found_list)
+
+
+            if verbose:
+                print(f"Artist: {artist}")
+                print("count = " + str(count) + ",  found = " + str(found))
+                print("not found:", not_found_list)
+
+    return yt_data