From 366b65dd15f23430a0407c812078044aa16b4e27 Mon Sep 17 00:00:00 2001
From: TheTedLab <71270225+TheTedLab@users.noreply.github.com>
Date: Mon, 27 Nov 2023 22:19:34 +0300
Subject: [PATCH 1/3] Update aggregator

Add 401 and 429 error handlers and timeouts
Add some logging
---
 src/aggregator/aggregator.py | 136 +++++++++++++++++++++++++++++++++--
 1 file changed, 129 insertions(+), 7 deletions(-)

diff --git a/src/aggregator/aggregator.py b/src/aggregator/aggregator.py
index f26de40..7b959e0 100644
--- a/src/aggregator/aggregator.py
+++ b/src/aggregator/aggregator.py
@@ -15,10 +15,9 @@
 
 
 def main():
-
     print(f'                                         [T] Time: {datetime.datetime.now()}')
 
-    timeout = 0.5
+    timeout = 2
 
     request_count = 0
 
@@ -29,7 +28,7 @@ def main():
     with open(f'resources/artists-ids-list.json', 'r', encoding='utf-8') as file:
         artists_ids = json.load(file)
 
-    for artist_id in artists_ids[10392:10393]:
+    for artist_id in artists_ids[773:1001]:
         # 1 request
         response = requests.get(
             f'https://api.spotify.com/v1/artists/{artist_id}',
@@ -39,7 +38,6 @@ def main():
         request_count += 1
         print(f"                                       [*] Request {request_count} - {response.status_code}]")
 
-        print(response.status_code)
         if response.status_code != 200:
             print('Token expired!')
             # 2 request (potential)
@@ -63,6 +61,7 @@ def main():
             print(f"                                       [*] Request {request_count} - {response.status_code}]")
 
         artist_info_data = response.json()
+        print(f"Artist ID: {artist_info_data.get('id')}")
         print(f"Artist Name: {artist_info_data.get('name')}")
         print(f"Artist Popularity: {artist_info_data.get('popularity')}")
         print(f"Artist Genres: {artist_info_data.get('genres')}")
@@ -115,6 +114,28 @@ def main():
         request_count += 1
         print(f"                                       [*] Request {request_count} - {response.status_code}]")
 
+        if response.status_code != 200:
+            print('Token expired!')
+
+            response = requests.post(
+                'https://accounts.spotify.com/api/token',
+                data=token_data
+            )
+            time.sleep(timeout)
+            request_count += 1
+            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+
+            headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
+
+            response = requests.get(
+                f'https://api.spotify.com/v1/artists/{artist_id}/albums',
+                params=album_params,
+                headers=headers
+            )
+            time.sleep(timeout)
+            request_count += 1
+            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+
         artist_albums_ids = list()
         artist_albums = response.json().get('items')
         for album in artist_albums:
@@ -132,6 +153,28 @@ def main():
         request_count += 1
         print(f"                                       [*] Request {request_count} - {response.status_code}]")
 
+        if response.status_code != 200:
+            print('Token expired!')
+
+            response = requests.post(
+                'https://accounts.spotify.com/api/token',
+                data=token_data
+            )
+            time.sleep(timeout)
+            request_count += 1
+            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+
+            headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
+
+            response = requests.get(
+                f'https://api.spotify.com/v1/artists/{artist_id}/albums',
+                params=album_params,
+                headers=headers
+            )
+            time.sleep(timeout)
+            request_count += 1
+            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+
         artist_albums = response.json().get('items')
         for album in artist_albums:
             artist_albums_ids.append(album.get('id'))
@@ -159,6 +202,28 @@ def main():
             request_count += 1
             print(f"                                       [*] Request {request_count} - {response.status_code}]")
 
+            if response.status_code != 200:
+                print('Token expired!')
+
+                response = requests.post(
+                    'https://accounts.spotify.com/api/token',
+                    data=token_data
+                )
+                time.sleep(timeout)
+                request_count += 1
+                print(f"                                       [*] Request {request_count} - {response.status_code}]")
+
+                headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
+
+                response = requests.get(
+                    'https://api.spotify.com/v1/albums',
+                    params=several_albums_params,
+                    headers=headers
+                )
+                time.sleep(timeout)
+                request_count += 1
+                print(f"                                       [*] Request {request_count} - {response.status_code}]")
+
             album_data = response.json().get('albums')
             for album in album_data:
                 print()
@@ -228,7 +293,33 @@ def main():
                     )
                     time.sleep(timeout)
                     request_count += 1
-                    print(f"                                       [*] Request {request_count} - {response.status_code}]")
+                    print(
+                        f"                                       [*] Request {request_count} - {response.status_code}]")
+
+                    if response.status_code != 200:
+                        print('Token expired!')
+
+                        response = requests.post(
+                            'https://accounts.spotify.com/api/token',
+                            data=token_data
+                        )
+                        time.sleep(timeout)
+                        request_count += 1
+                        print(
+                            f"                                       [*] Request {request_count} - {response.status_code}]")
+
+                        headers[
+                            'Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
+
+                        response = requests.get(
+                            'https://api.spotify.com/v1/tracks',
+                            params=several_tracks_params,
+                            headers=headers
+                        )
+                        time.sleep(timeout)
+                        request_count += 1
+                        print(
+                            f"                                       [*] Request {request_count} - {response.status_code}]")
 
                     tracks_data = response.json().get('tracks')
                     for track_obj in tracks_data:
@@ -252,12 +343,43 @@ def main():
                         params=several_features_params,
                         headers=headers
                     )
-                    time.sleep(timeout)
+                    time.sleep(timeout + 1)
                     request_count += 1
-                    print(f"                                       [*] Request {request_count} - {response.status_code}]")
+                    print(
+                        f"                                       [*] Request {request_count} - {response.status_code}]")
+
+                    if response.status_code != 200:
+                        print('Token expired!')
+
+                        response = requests.post(
+                            'https://accounts.spotify.com/api/token',
+                            data=token_data
+                        )
+                        time.sleep(timeout)
+                        request_count += 1
+                        print(
+                            f"                                       [*] Request {request_count} - {response.status_code}]")
+
+                        headers[
+                            'Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
+
+                        response = requests.get(
+                            'https://api.spotify.com/v1/audio-features',
+                            params=several_features_params,
+                            headers=headers
+                        )
+                        time.sleep(timeout)
+                        request_count += 1
+                        print(
+                            f"                                       [*] Request {request_count} - {response.status_code}]")
 
                     features_data = response.json().get('audio_features')
                     for features_track in features_data:
+                        try:
+                            features_track.get('id')
+                        except AttributeError:
+                            continue
+
                         print(f"Track ID: {features_track.get('id')}")
                         print(f"Track Acousticness: {features_track.get('acousticness')}")
                         print(f"Track Danceability: {features_track.get('danceability')}")

From 4d40c2d3c77ad386dadca43944d62e35655e425e Mon Sep 17 00:00:00 2001
From: Fedor Mukhin <71270225+TheTedLab@users.noreply.github.com>
Date: Thu, 7 Dec 2023 17:43:50 +0300
Subject: [PATCH 2/3] Update artist saving and docker

Some improvings in Dockerfile
Update save_artist.py script for actual files
---
 src/aggregator/Dockerfile                     |  2 +-
 .../artist-4tZwfgrHOc3mvqYlEYSvVi.json        |  2 +-
 src/aggregator/save_artist.py                 | 37 +++++++++----------
 3 files changed, 20 insertions(+), 21 deletions(-)

diff --git a/src/aggregator/Dockerfile b/src/aggregator/Dockerfile
index b4c2e43..d321f9c 100644
--- a/src/aggregator/Dockerfile
+++ b/src/aggregator/Dockerfile
@@ -12,7 +12,7 @@ RUN pip install -r /app/requirements.txt
 # Copy files to the container
 COPY save_artist.py .
 COPY server_vars.py .
-COPY resources/artists/artist-1.json ./resources/artists/artist-1.json
+COPY resources/artists/ ./resources/artists/
 
 # Command to run application
 CMD ["python", "save_artist.py"]
\ No newline at end of file
diff --git a/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json b/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json
index 0baf364..3612556 100644
--- a/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json
+++ b/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json
@@ -220,7 +220,7 @@
             "album_name": "Human After All (Medley)",
             "album_id": "4KmFHj9bLSp2sWeYILTYJz",
             "album_type": "single",
-            "release_date": "2005",
+            "release_date": "2005-01-01",
             "genres": [],
             "label": "Daft Life Ltd./ADA France",
             "popularity": 11
diff --git a/src/aggregator/save_artist.py b/src/aggregator/save_artist.py
index 44a162d..55d2587 100644
--- a/src/aggregator/save_artist.py
+++ b/src/aggregator/save_artist.py
@@ -1,27 +1,26 @@
 import json
+import time
 import random
 import requests
 from server_vars import server_address, server_port
 
-with open(f'resources/artists/artist-1.json', 'r', encoding='utf-8') as file:
-    data = json.load(file)
+ids = ['00FQb4jTyendYWaN8pK0wa', '0M2HHtY3OOQzIZxrHkbJLT']
 
-    data['artist_id'] = str(random.randint(0, 100000000)) + chr(random.randint(60, 100))
-    data['name'] += str(random.randint(0, 100))
-    print(data)
+for artist_id in ids:
+    with open(f'resources/artists/artist-{artist_id}.json', 'r', encoding='utf-8') as file:
+        data = json.load(file)
 
-    header = {
-        'Content-Type': 'application/json'
-    }
+        header = {
+            'Content-Type': 'application/json'
+        }
 
-    json_string = json.dumps(
-        data,
-        indent=4,
-        ensure_ascii=False
-    )
-    response = requests.post(
-        f'http://{server_address}:{server_port}/saveArtist',
-        headers=header,
-        data=json_string
-    )
-    print(response.text)
+        json_string = json.dumps(
+            data
+        )
+        response = requests.post(
+            f'http://{server_address}:{server_port}/saveArtist',
+            headers=header,
+            data=json_string
+        )
+        print(f"{response.text} - Status Code: {response.status_code}")
+        time.sleep(1)

From 4f59e918e5d5a85f52fb0d91a9ae2792bbd89f1b Mon Sep 17 00:00:00 2001
From: Fedor Mukhin <71270225+TheTedLab@users.noreply.github.com>
Date: Sun, 10 Dec 2023 23:30:36 +0300
Subject: [PATCH 3/3] Add updating for playcount and stats

Add stats_update script for parsing tracks playcount and artists' stats as followers, monthly listeners, world rank and top cities
Add count for all parsed tracks, albums and artists
Remove unnecessary example file
Update aggregator logging and rewrite some comments
---
 src/aggregator/aggregator.py                  |  60 +-
 src/aggregator/auth_credentials.template      |   3 +-
 .../artist-00FQb4jTyendYWaN8pK0wa.json        | 825 ++++++++++------
 .../artist-0M2HHtY3OOQzIZxrHkbJLT.json        | 249 +++--
 .../resources/artists/artist-1.json           |  90 --
 .../artist-4tZwfgrHOc3mvqYlEYSvVi.json        | 888 ++++++++++++------
 src/aggregator/stats_update.py                |  91 ++
 src/aggregator/tracks_count.py                |  25 +
 8 files changed, 1476 insertions(+), 755 deletions(-)
 delete mode 100644 src/aggregator/resources/artists/artist-1.json
 create mode 100644 src/aggregator/stats_update.py
 create mode 100644 src/aggregator/tracks_count.py

diff --git a/src/aggregator/aggregator.py b/src/aggregator/aggregator.py
index 7b959e0..3ddbb50 100644
--- a/src/aggregator/aggregator.py
+++ b/src/aggregator/aggregator.py
@@ -2,7 +2,7 @@
 import time
 import requests
 import datetime
-from auth_credentials import client_id, client_secret, client_headers, client_extensions, token_type, access_token
+from auth_credentials import client_id, client_secret, token_type, access_token
 from classes.artist import Artist
 from classes.album import Album
 from classes.track import Track
@@ -17,9 +17,7 @@
 def main():
     print(f'                                         [T] Time: {datetime.datetime.now()}')
 
-    timeout = 2
-
-    request_count = 0
+    timeout, request_count = 2, 0
 
     headers = {
         'Authorization': f'{token_type}  {access_token}',
@@ -36,7 +34,7 @@ def main():
         )
         time.sleep(timeout)
         request_count += 1
-        print(f"                                       [*] Request {request_count} - {response.status_code}]")
+        print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
         if response.status_code != 200:
             print('Token expired!')
@@ -47,7 +45,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
             headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
 
@@ -58,7 +56,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
         artist_info_data = response.json()
         print(f"Artist ID: {artist_info_data.get('id')}")
@@ -75,28 +73,6 @@ def main():
             artist_info_data.get('genres'),
         )
 
-        # client_params = {
-        #     'operationName': 'queryArtistOverview',
-        #     'variables': '{"uri":"spotify:artist:' + artist_id + '","locale":"","includePrerelease":true}',
-        #     'extensions': client_extensions
-        # }
-        #
-        # 4 request
-        # response = requests.get(
-        #     'https://api-partner.spotify.com/pathfinder/v1/query',
-        #     params=client_params,
-        #     headers=client_headers
-        # )
-        # time.sleep(timeout)
-        # request_count += 1
-        # print(f"                                       [*] Request {request_count} - {response.status_code}]")
-        #
-        # artist_stats_data = response.json().get('data').get('artistUnion').get('stats')
-        # print(f"Monthly Listeners: {artist_stats_data.get('monthlyListeners')}")
-        # print(f"World Rank: {artist_stats_data.get('worldRank')}")
-        # print(f"Cities: {artist_stats_data.get('topCities').get('items')}")
-        # print()
-
         album_params = {
             'include_groups': 'album',
             'limit': 50,
@@ -104,7 +80,7 @@ def main():
             'market': 'ES'
         }
 
-        # 5 request
+        # 4 request
         response = requests.get(
             f'https://api.spotify.com/v1/artists/{artist_id}/albums',
             params=album_params,
@@ -112,7 +88,7 @@ def main():
         )
         time.sleep(timeout)
         request_count += 1
-        print(f"                                       [*] Request {request_count} - {response.status_code}]")
+        print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
         if response.status_code != 200:
             print('Token expired!')
@@ -123,7 +99,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
             headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
 
@@ -134,7 +110,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
         artist_albums_ids = list()
         artist_albums = response.json().get('items')
@@ -143,7 +119,7 @@ def main():
 
         album_params['include_groups'] = 'single'
 
-        # 6 request
+        # 5 request
         response = requests.get(
             f'https://api.spotify.com/v1/artists/{artist_id}/albums',
             params=album_params,
@@ -151,7 +127,7 @@ def main():
         )
         time.sleep(timeout)
         request_count += 1
-        print(f"                                       [*] Request {request_count} - {response.status_code}]")
+        print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
         if response.status_code != 200:
             print('Token expired!')
@@ -162,7 +138,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
             headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
 
@@ -173,7 +149,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
         artist_albums = response.json().get('items')
         for album in artist_albums:
@@ -186,7 +162,7 @@ def main():
             'ids': ''
         }
 
-        # 6 requests above, 54 requests below left
+        # 5 requests above, 55 requests below left
         albums_json = list()
         tracks_json = list()
         id_offset = 20
@@ -200,7 +176,7 @@ def main():
             )
             time.sleep(timeout)
             request_count += 1
-            print(f"                                       [*] Request {request_count} - {response.status_code}]")
+            print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
             if response.status_code != 200:
                 print('Token expired!')
@@ -211,7 +187,7 @@ def main():
                 )
                 time.sleep(timeout)
                 request_count += 1
-                print(f"                                       [*] Request {request_count} - {response.status_code}]")
+                print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
                 headers['Authorization'] = f"{response.json().get('token_type')}  {response.json().get('access_token')}"
 
@@ -222,7 +198,7 @@ def main():
                 )
                 time.sleep(timeout)
                 request_count += 1
-                print(f"                                       [*] Request {request_count} - {response.status_code}]")
+                print(f"                                       [*] [Request {request_count} - {response.status_code}]")
 
             album_data = response.json().get('albums')
             for album in album_data:
@@ -413,9 +389,7 @@ def main():
         artist_for_json.albums = albums_json
         artist_for_json.tracks = tracks_json
 
-        # print(artist_for_json)
         json_string = json.dumps(artist_for_json, indent=4, ensure_ascii=False, default=lambda x: x.__dict__)
-        # print(json_string)
         with open(f'resources/artists/artist-{artist_id}.json', 'w', encoding='utf-8') as file:
             file.write(json_string)
 
diff --git a/src/aggregator/auth_credentials.template b/src/aggregator/auth_credentials.template
index 9a81f6c..82dfaa9 100644
--- a/src/aggregator/auth_credentials.template
+++ b/src/aggregator/auth_credentials.template
@@ -9,4 +9,5 @@ client_headers = {
     'your': 'client_headers'
 }
 
-client_extensions = '{"your_client_extensions"}'
+get_artist_stats_extensions = '{"your_client_extensions_for_artist_stats_request"}'
+get_tracks_extensions = '{"your_client_extensions_for_get_album_request"}'
diff --git a/src/aggregator/resources/artists/artist-00FQb4jTyendYWaN8pK0wa.json b/src/aggregator/resources/artists/artist-00FQb4jTyendYWaN8pK0wa.json
index 7437290..b3b35e6 100644
--- a/src/aggregator/resources/artists/artist-00FQb4jTyendYWaN8pK0wa.json
+++ b/src/aggregator/resources/artists/artist-00FQb4jTyendYWaN8pK0wa.json
@@ -2,7 +2,7 @@
     "artist_id": "00FQb4jTyendYWaN8pK0wa",
     "name": "Lana Del Rey",
     "popularity": 88,
-    "followers": 29880352,
+    "followers": 30537634,
     "genres": [
         "art pop",
         "pop"
@@ -582,7 +582,8 @@
             "speechiness": 0.0361,
             "tempo": 121.218,
             "time_signature": 4,
-            "valence": 0.143
+            "valence": 0.143,
+            "playcount": "28704146"
         },
         {
             "track_name": "Did you know that there's a tunnel under Ocean Blvd",
@@ -607,7 +608,8 @@
             "speechiness": 0.0305,
             "tempo": 119.94,
             "time_signature": 4,
-            "valence": 0.0562
+            "valence": 0.0562,
+            "playcount": "84701133"
         },
         {
             "track_name": "Sweet",
@@ -632,7 +634,8 @@
             "speechiness": 0.0293,
             "tempo": 126.725,
             "time_signature": 4,
-            "valence": 0.0695
+            "valence": 0.0695,
+            "playcount": "22012964"
         },
         {
             "track_name": "A&W",
@@ -657,7 +660,8 @@
             "speechiness": 0.143,
             "tempo": 161.468,
             "time_signature": 4,
-            "valence": 0.139
+            "valence": 0.139,
+            "playcount": "113238263"
         },
         {
             "track_name": "Judah Smith Interlude",
@@ -682,7 +686,8 @@
             "speechiness": 0.102,
             "tempo": 77.111,
             "time_signature": 4,
-            "valence": 0.368
+            "valence": 0.368,
+            "playcount": "10290621"
         },
         {
             "track_name": "Candy Necklace (feat. Jon Batiste)",
@@ -708,7 +713,8 @@
             "speechiness": 0.0395,
             "tempo": 116.295,
             "time_signature": 4,
-            "valence": 0.0799
+            "valence": 0.0799,
+            "playcount": "29311354"
         },
         {
             "track_name": "Jon Batiste Interlude",
@@ -733,7 +739,8 @@
             "speechiness": 0.034,
             "tempo": 103.496,
             "time_signature": 4,
-            "valence": 0.0653
+            "valence": 0.0653,
+            "playcount": "9573818"
         },
         {
             "track_name": "Kintsugi",
@@ -758,7 +765,8 @@
             "speechiness": 0.042,
             "tempo": 116.091,
             "time_signature": 4,
-            "valence": 0.173
+            "valence": 0.173,
+            "playcount": "14846921"
         },
         {
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@@ -6688,7 +6930,8 @@
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@@ -6713,7 +6956,8 @@
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@@ -6739,7 +6983,8 @@
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@@ -6767,7 +7012,8 @@
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@@ -6793,7 +7039,8 @@
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@@ -6818,7 +7065,8 @@
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@@ -6844,7 +7092,8 @@
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             "time_signature": 4,
-            "valence": 0.766
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@@ -6871,7 +7120,8 @@
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             "time_signature": 4,
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@@ -6897,7 +7147,8 @@
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@@ -6923,7 +7174,8 @@
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@@ -6950,7 +7202,8 @@
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@@ -6976,7 +7229,8 @@
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@@ -7002,7 +7256,8 @@
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             "tempo": 139.959,
             "time_signature": 4,
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@@ -7028,7 +7283,8 @@
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             "tempo": 128.004,
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@@ -7055,7 +7311,8 @@
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@@ -7081,7 +7338,8 @@
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+            "playcount": "10904594"
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@@ -7107,7 +7365,8 @@
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             "tempo": 117.968,
             "time_signature": 4,
-            "valence": 0.416
+            "valence": 0.416,
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@@ -7133,7 +7392,8 @@
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             "tempo": 121.98,
             "time_signature": 4,
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@@ -7159,7 +7419,8 @@
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@@ -7185,7 +7446,8 @@
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@@ -7210,7 +7472,42 @@
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             "tempo": 123.856,
             "time_signature": 4,
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+            "valence": 0.203,
+            "playcount": "798410614"
+        }
+    ],
+    "monthly_listeners": 57028358,
+    "world_rank": 30,
+    "top_cities": [
+        {
+            "numberOfListeners": 821630,
+            "city": "Jakarta",
+            "country": "ID",
+            "region": "JK"
+        },
+        {
+            "numberOfListeners": 801482,
+            "city": "London",
+            "country": "GB",
+            "region": "ENG"
+        },
+        {
+            "numberOfListeners": 696893,
+            "city": "Mexico City",
+            "country": "MX",
+            "region": "CMX"
+        },
+        {
+            "numberOfListeners": 649193,
+            "city": "Istanbul",
+            "country": "TR",
+            "region": "34"
+        },
+        {
+            "numberOfListeners": 625295,
+            "city": "Sydney",
+            "country": "AU",
+            "region": "NSW"
         }
     ]
 }
\ No newline at end of file
diff --git a/src/aggregator/resources/artists/artist-0M2HHtY3OOQzIZxrHkbJLT.json b/src/aggregator/resources/artists/artist-0M2HHtY3OOQzIZxrHkbJLT.json
index e10bc7b..9a62775 100644
--- a/src/aggregator/resources/artists/artist-0M2HHtY3OOQzIZxrHkbJLT.json
+++ b/src/aggregator/resources/artists/artist-0M2HHtY3OOQzIZxrHkbJLT.json
@@ -2,7 +2,7 @@
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     "name": "M|O|O|N",
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-    "followers": 129280,
+    "followers": 129917,
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@@ -167,7 +167,8 @@
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+            "valence": 0.376,
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@@ -192,7 +193,8 @@
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+            "valence": 0.621,
+            "playcount": "353146"
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@@ -217,7 +219,8 @@
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@@ -242,7 +245,8 @@
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@@ -267,7 +271,8 @@
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@@ -292,7 +297,8 @@
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@@ -317,7 +323,8 @@
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@@ -342,7 +349,8 @@
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@@ -367,7 +375,8 @@
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@@ -392,7 +401,8 @@
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@@ -417,7 +427,8 @@
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@@ -442,7 +453,8 @@
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@@ -467,7 +479,8 @@
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@@ -492,7 +505,8 @@
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@@ -517,7 +531,8 @@
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@@ -542,7 +557,8 @@
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@@ -567,7 +583,8 @@
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@@ -667,7 +687,8 @@
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@@ -692,7 +713,8 @@
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@@ -717,7 +739,8 @@
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@@ -742,7 +765,8 @@
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@@ -767,7 +791,8 @@
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@@ -792,7 +817,8 @@
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@@ -842,7 +869,8 @@
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@@ -867,7 +895,8 @@
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@@ -892,7 +921,8 @@
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@@ -967,7 +999,8 @@
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@@ -992,7 +1025,8 @@
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@@ -1017,7 +1051,8 @@
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@@ -1042,7 +1077,8 @@
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@@ -1067,7 +1103,8 @@
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@@ -1092,7 +1129,8 @@
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@@ -1117,7 +1155,8 @@
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@@ -1142,7 +1181,8 @@
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@@ -1167,7 +1207,8 @@
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@@ -1192,7 +1233,8 @@
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             "tempo": 96.658,
             "time_signature": 4,
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@@ -1217,7 +1259,8 @@
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@@ -1242,7 +1285,8 @@
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+            "valence": 0.53,
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@@ -1267,7 +1311,8 @@
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@@ -1292,7 +1337,8 @@
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@@ -1317,7 +1363,8 @@
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@@ -1342,7 +1389,8 @@
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@@ -1367,7 +1415,8 @@
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@@ -1392,7 +1441,8 @@
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             "track_name": "Come Alone",
@@ -1417,7 +1467,8 @@
             "speechiness": 0.0819,
             "tempo": 118.05,
             "time_signature": 4,
-            "valence": 0.764
+            "valence": 0.764,
+            "playcount": "186048"
         },
         {
             "track_name": "Grift",
@@ -1442,7 +1493,8 @@
             "speechiness": 0.0708,
             "tempo": 122.006,
             "time_signature": 4,
-            "valence": 0.621
+            "valence": 0.621,
+            "playcount": "353146"
         },
         {
             "track_name": "Alicia - Single Version",
@@ -1467,7 +1519,8 @@
             "speechiness": 0.0338,
             "tempo": 115.017,
             "time_signature": 4,
-            "valence": 0.496
+            "valence": 0.496,
+            "playcount": "1224997"
         },
         {
             "track_name": "Alicia - Juan Maclean Remix",
@@ -1492,7 +1545,8 @@
             "speechiness": 0.0432,
             "tempo": 115.0,
             "time_signature": 4,
-            "valence": 0.558
+            "valence": 0.558,
+            "playcount": "114821"
         },
         {
             "track_name": "Alicia - Sage Caswell Rezone",
@@ -1517,7 +1571,8 @@
             "speechiness": 0.0536,
             "tempo": 127.006,
             "time_signature": 4,
-            "valence": 0.266
+            "valence": 0.266,
+            "playcount": "58125"
         },
         {
             "track_name": "Alicia - David Scott Stone Remix",
@@ -1542,7 +1597,8 @@
             "speechiness": 0.0554,
             "tempo": 111.993,
             "time_signature": 4,
-            "valence": 0.433
+            "valence": 0.433,
+            "playcount": "100257"
         },
         {
             "track_name": "Timestamp",
@@ -1568,7 +1624,8 @@
             "speechiness": 0.0969,
             "tempo": 179.437,
             "time_signature": 4,
-            "valence": 0.145
+            "valence": 0.145,
+            "playcount": "1226724"
         },
         {
             "track_name": "Chlorophyll",
@@ -1593,7 +1650,8 @@
             "speechiness": 0.0401,
             "tempo": 109.788,
             "time_signature": 4,
-            "valence": 0.0556
+            "valence": 0.0556,
+            "playcount": "31853"
         },
         {
             "track_name": "Rubber",
@@ -1618,7 +1676,8 @@
             "speechiness": 0.0556,
             "tempo": 99.975,
             "time_signature": 4,
-            "valence": 0.148
+            "valence": 0.148,
+            "playcount": "23724"
         },
         {
             "track_name": "Quixotic",
@@ -1643,7 +1702,8 @@
             "speechiness": 0.052,
             "tempo": 118.012,
             "time_signature": 4,
-            "valence": 0.34
+            "valence": 0.34,
+            "playcount": "7321032"
         },
         {
             "track_name": "Follow Me",
@@ -1668,7 +1728,8 @@
             "speechiness": 0.101,
             "tempo": 110.004,
             "time_signature": 4,
-            "valence": 0.0758
+            "valence": 0.0758,
+            "playcount": "809138"
         },
         {
             "track_name": "Certainty",
@@ -1693,7 +1754,8 @@
             "speechiness": 0.141,
             "tempo": 110.0,
             "time_signature": 4,
-            "valence": 0.0719
+            "valence": 0.0719,
+            "playcount": "930052"
         },
         {
             "track_name": "Case Logic",
@@ -1718,7 +1780,8 @@
             "speechiness": 0.146,
             "tempo": 120.022,
             "time_signature": 3,
-            "valence": 0.2
+            "valence": 0.2,
+            "playcount": "692911"
         },
         {
             "track_name": "Dust",
@@ -1743,7 +1806,8 @@
             "speechiness": 0.0449,
             "tempo": 100.007,
             "time_signature": 4,
-            "valence": 0.241
+            "valence": 0.241,
+            "playcount": "27635381"
         },
         {
             "track_name": "Plus Four",
@@ -1768,7 +1832,8 @@
             "speechiness": 0.0367,
             "tempo": 117.993,
             "time_signature": 4,
-            "valence": 0.036
+            "valence": 0.036,
+            "playcount": "1438401"
         },
         {
             "track_name": "Warehouse (feat. Glass Teeth)",
@@ -1794,7 +1859,8 @@
             "speechiness": 0.0368,
             "tempo": 123.005,
             "time_signature": 4,
-            "valence": 0.269
+            "valence": 0.269,
+            "playcount": "1366045"
         },
         {
             "track_name": "Delay",
@@ -1819,7 +1885,8 @@
             "speechiness": 0.039,
             "tempo": 127.993,
             "time_signature": 4,
-            "valence": 0.353
+            "valence": 0.353,
+            "playcount": "3154029"
         },
         {
             "track_name": "Paris",
@@ -1844,7 +1911,8 @@
             "speechiness": 0.0463,
             "tempo": 99.992,
             "time_signature": 4,
-            "valence": 0.161
+            "valence": 0.161,
+            "playcount": "13992117"
         },
         {
             "track_name": "Crystals",
@@ -1869,7 +1937,8 @@
             "speechiness": 0.191,
             "tempo": 104.998,
             "time_signature": 4,
-            "valence": 0.0373
+            "valence": 0.0373,
+            "playcount": "15444222"
         },
         {
             "track_name": "Hydrogen",
@@ -1894,7 +1963,8 @@
             "speechiness": 0.0524,
             "tempo": 125.936,
             "time_signature": 4,
-            "valence": 0.0447
+            "valence": 0.0447,
+            "playcount": "27351699"
         },
         {
             "track_name": "Release",
@@ -1919,7 +1989,42 @@
             "speechiness": 0.0608,
             "tempo": 108.006,
             "time_signature": 4,
-            "valence": 0.0735
+            "valence": 0.0735,
+            "playcount": "5882347"
+        }
+    ],
+    "monthly_listeners": 382907,
+    "world_rank": 0,
+    "top_cities": [
+        {
+            "numberOfListeners": 5681,
+            "city": "Warsaw",
+            "country": "PL",
+            "region": "14"
+        },
+        {
+            "numberOfListeners": 4342,
+            "city": "Santiago",
+            "country": "CL",
+            "region": "RM"
+        },
+        {
+            "numberOfListeners": 4274,
+            "city": "Paris",
+            "country": "FR",
+            "region": "IDF"
+        },
+        {
+            "numberOfListeners": 4031,
+            "city": "Kyiv",
+            "country": "UA",
+            "region": "30"
+        },
+        {
+            "numberOfListeners": 3660,
+            "city": "London",
+            "country": "GB",
+            "region": "ENG"
         }
     ]
 }
\ No newline at end of file
diff --git a/src/aggregator/resources/artists/artist-1.json b/src/aggregator/resources/artists/artist-1.json
deleted file mode 100644
index 170ae48..0000000
--- a/src/aggregator/resources/artists/artist-1.json
+++ /dev/null
@@ -1,90 +0,0 @@
-{
-	"artist_id": "0M2HHtY3OOQzIZxrHkbJLT",
-	"name": "M|O|O|N",
-	"popularity": 44,
-	"followers": 129088,
-	"genres": [
-		"genre1",
-		"genre2"
-	],
-	"albums": [
-		{
-			"album_name": "Particles E.P.",
-			"album_id": "1kvyU0WQNcenwnLRBwyWhB",
-			"album_type": "album",
-			"release_date": "2022-10-21",
-			"genres": [
-				"genre3",
-				"genre4"
-			],
-			"label": "Pilot.",
-			"popularity": 40
-		},
-		{
-			"album_name": "MOON E.P.",
-			"album_id": "1e0tqn3caRoNqZU6YosOLa",
-			"album_type": "single",
-			"release_date": "2022-10-22",
-			"genres": [
-				"genre5",
-				"genre6"
-			],
-			"label": "Pilot2.",
-			"popularity": 45
-		}
-	],
-	"tracks": [
-		{
-			"track_name": "Dust",
-			"track_id": "2BZYVqGyL1L1adBbq2ClVv",
-			"artists": [
-				"0M2HHtY3OOQzIZxrHkbJLT",
-				"AM2HHtY3OOQzIZxrHkbJLA"
-			],
-			"albums": [
-				"1kvyU0WQNcenwnLRBwyWhB"
-			],
-			"duration_ms": 320000,
-			"explicit": false,
-			"popularity": 49,
-			"acousticness": 0.000163,
-			"danceability": 0.579,
-			"energy": 0.969,
-			"instrumentalness": 0.116,
-			"key": 9,
-			"liveness": 0.0994,
-			"loudness": -1.925,
-			"mode": 1,
-			"speechiness": 0.115,
-			"tempo": 173.979,
-			"time_signature": 4,
-			"valence": 0.387
-		},
-		{
-			"track_name": "Dust2",
-			"track_id": "3BZYVqGyL1L1adBbq2ClVv",
-			"artists": [
-				"0M2HHtY3OOQzIZxrHkbJLT",
-				"AM2HHtY3OOQzIZxrHkbJLA"
-			],
-			"albums": [
-				"1e0tqn3caRoNqZU6YosOLa"
-			],
-			"duration_ms": 320001,
-			"explicit": false,
-			"popularity": 59,
-			"acousticness": 0.001163,
-			"danceability": 0.589,
-			"energy": 0.979,
-			"instrumentalness": 0.126,
-			"key": 10,
-			"liveness": 0.0997,
-			"loudness": -1.924,
-			"mode": 1,
-			"speechiness": 0.125,
-			"tempo": 173.976,
-			"time_signature": 4,
-			"valence": 0.367
-		}
-	]
-}
\ No newline at end of file
diff --git a/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json b/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json
index 3612556..28905e2 100644
--- a/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json
+++ b/src/aggregator/resources/artists/artist-4tZwfgrHOc3mvqYlEYSvVi.json
@@ -2,7 +2,7 @@
     "artist_id": "4tZwfgrHOc3mvqYlEYSvVi",
     "name": "Daft Punk",
     "popularity": 78,
-    "followers": 9715449,
+    "followers": 9760273,
     "genres": [
         "electro",
         "filter house",
@@ -349,7 +349,8 @@
             "speechiness": 0.0595,
             "tempo": 118.954,
             "time_signature": 4,
-            "valence": 0.802
+            "valence": 0.802,
+            "playcount": "344957"
         },
         {
             "track_name": "The Game of Love (Drumless Edition)",
@@ -374,7 +375,8 @@
             "speechiness": 0.0548,
             "tempo": 179.903,
             "time_signature": 4,
-            "valence": 0.378
+            "valence": 0.378,
+            "playcount": "236774"
         },
         {
             "track_name": "Giorgio by Moroder (Drumless Edition)",
@@ -399,7 +401,8 @@
             "speechiness": 0.0519,
             "tempo": 113.075,
             "time_signature": 4,
-            "valence": 0.552
+            "valence": 0.552,
+            "playcount": "245906"
         },
         {
             "track_name": "Within (Drumless Edition)",
@@ -424,7 +427,8 @@
             "speechiness": 0.0355,
             "tempo": 110.11,
             "time_signature": 4,
-            "valence": 0.049
+            "valence": 0.049,
+            "playcount": "2217757"
         },
         {
             "track_name": "Instant Crush (Drumless Edition) (feat. Julian Casablancas)",
@@ -450,7 +454,8 @@
             "speechiness": 0.0305,
             "tempo": 137.191,
             "time_signature": 5,
-            "valence": 0.202
+            "valence": 0.202,
+            "playcount": "401450"
         },
         {
             "track_name": "Lose Yourself to Dance (Drumless Edition) (feat. Pharrell Williams)",
@@ -476,7 +481,8 @@
             "speechiness": 0.0621,
             "tempo": 199.844,
             "time_signature": 4,
-            "valence": 0.912
+            "valence": 0.912,
+            "playcount": "297522"
         },
         {
             "track_name": "Touch (Drumless Edition) (feat. Paul Williams)",
@@ -502,7 +508,8 @@
             "speechiness": 0.0571,
             "tempo": 69.515,
             "time_signature": 3,
-            "valence": 0.159
+            "valence": 0.159,
+            "playcount": "194666"
         },
         {
             "track_name": "Get Lucky (Drumless Edition) (feat. Pharrell Williams and Nile Rodgers)",
@@ -529,7 +536,8 @@
             "speechiness": 0.0452,
             "tempo": 116.052,
             "time_signature": 4,
-            "valence": 0.845
+            "valence": 0.845,
+            "playcount": "309078"
         },
         {
             "track_name": "Beyond (Drumless Edition)",
@@ -554,7 +562,8 @@
             "speechiness": 0.0351,
             "tempo": 103.998,
             "time_signature": 4,
-            "valence": 0.716
+            "valence": 0.716,
+            "playcount": "675188"
         },
         {
             "track_name": "Motherboard (Drumless Edition)",
@@ -579,7 +588,8 @@
             "speechiness": 0.0371,
             "tempo": 102.902,
             "time_signature": 4,
-            "valence": 0.13
+            "valence": 0.13,
+            "playcount": "1184272"
         },
         {
             "track_name": "Fragments of Time (Drumless Edition) (feat. Todd Edwards)",
@@ -605,7 +615,8 @@
             "speechiness": 0.037,
             "tempo": 129.984,
             "time_signature": 4,
-            "valence": 0.733
+            "valence": 0.733,
+            "playcount": "148457"
         },
         {
             "track_name": "Doin' it Right (Drumless Edition) (feat. Panda Bear)",
@@ -631,7 +642,8 @@
             "speechiness": 0.0979,
             "tempo": 89.019,
             "time_signature": 4,
-            "valence": 0.361
+            "valence": 0.361,
+            "playcount": "160845"
         },
         {
             "track_name": "Contact (Drumless Edition)",
@@ -656,7 +668,8 @@
             "speechiness": 0.0464,
             "tempo": 124.159,
             "time_signature": 4,
-            "valence": 0.132
+            "valence": 0.132,
+            "playcount": "124372"
         },
         {
             "track_name": "Give Life Back to Music",
@@ -681,7 +694,8 @@
             "speechiness": 0.0337,
             "tempo": 119.038,
             "time_signature": 4,
-            "valence": 0.696
+            "valence": 0.696,
+            "playcount": "119801504"
         },
         {
             "track_name": "The Game of Love",
@@ -706,7 +720,8 @@
             "speechiness": 0.0338,
             "tempo": 90.038,
             "time_signature": 4,
-            "valence": 0.68
+            "valence": 0.68,
+            "playcount": "68604075"
         },
         {
             "track_name": "Giorgio by Moroder",
@@ -731,7 +746,8 @@
             "speechiness": 0.0502,
             "tempo": 113.203,
             "time_signature": 4,
-            "valence": 0.408
+            "valence": 0.408,
+            "playcount": "124687088"
         },
         {
             "track_name": "Within",
@@ -756,7 +772,8 @@
             "speechiness": 0.0315,
             "tempo": 110.116,
             "time_signature": 4,
-            "valence": 0.0634
+            "valence": 0.0634,
+            "playcount": "69447024"
         },
         {
             "track_name": "Instant Crush (feat. Julian Casablancas)",
@@ -782,7 +799,8 @@
             "speechiness": 0.027,
             "tempo": 109.942,
             "time_signature": 4,
-            "valence": 0.526
+            "valence": 0.526,
+            "playcount": "536787332"
         },
         {
             "track_name": "Lose Yourself to Dance (feat. Pharrell Williams)",
@@ -808,7 +826,8 @@
             "speechiness": 0.0568,
             "tempo": 100.163,
             "time_signature": 4,
-            "valence": 0.675
+            "valence": 0.675,
+            "playcount": "303911918"
         },
         {
             "track_name": "Touch (feat. Paul Williams)",
@@ -834,7 +853,8 @@
             "speechiness": 0.0457,
             "tempo": 90.526,
             "time_signature": 4,
-            "valence": 0.119
+            "valence": 0.119,
+            "playcount": "73669252"
         },
         {
             "track_name": "Get Lucky (feat. Pharrell Williams and Nile Rodgers)",
@@ -861,7 +881,8 @@
             "speechiness": 0.0403,
             "tempo": 116.05,
             "time_signature": 4,
-            "valence": 0.863
+            "valence": 0.863,
+            "playcount": "460603896"
         },
         {
             "track_name": "Beyond",
@@ -886,7 +907,8 @@
             "speechiness": 0.0343,
             "tempo": 104.025,
             "time_signature": 4,
-            "valence": 0.785
+            "valence": 0.785,
+            "playcount": "53433869"
         },
         {
             "track_name": "Motherboard",
@@ -911,7 +933,8 @@
             "speechiness": 0.0352,
             "tempo": 103.012,
             "time_signature": 4,
-            "valence": 0.283
+            "valence": 0.283,
+            "playcount": "39897005"
         },
         {
             "track_name": "Fragments of Time (feat. Todd Edwards)",
@@ -937,7 +960,8 @@
             "speechiness": 0.0433,
             "tempo": 130.118,
             "time_signature": 4,
-            "valence": 0.961
+            "valence": 0.961,
+            "playcount": "69895393"
         },
         {
             "track_name": "Doin' it Right (feat. Panda Bear)",
@@ -963,7 +987,8 @@
             "speechiness": 0.0948,
             "tempo": 178.05,
             "time_signature": 4,
-            "valence": 0.19
+            "valence": 0.19,
+            "playcount": "133505635"
         },
         {
             "track_name": "Contact",
@@ -988,7 +1013,8 @@
             "speechiness": 0.0496,
             "tempo": 123.933,
             "time_signature": 4,
-            "valence": 0.086
+            "valence": 0.086,
+            "playcount": "46113609"
         },
         {
             "track_name": "Horizon Ouverture",
@@ -1013,7 +1039,8 @@
             "speechiness": 0.0367,
             "tempo": 84.855,
             "time_signature": 3,
-            "valence": 0.0392
+            "valence": 0.0392,
+            "playcount": "1401461"
         },
         {
             "track_name": "Horizon (Japan CD)",
@@ -1038,7 +1065,8 @@
             "speechiness": 0.0282,
             "tempo": 110.181,
             "time_signature": 4,
-            "valence": 0.129
+            "valence": 0.129,
+            "playcount": "2645881"
         },
         {
             "track_name": "GLBTM (Studio Outtakes)",
@@ -1063,7 +1091,8 @@
             "speechiness": 0.0342,
             "tempo": 119.004,
             "time_signature": 4,
-            "valence": 0.349
+            "valence": 0.349,
+            "playcount": "2599563"
         },
         {
             "track_name": "Infinity Repeating (2013 Demo) [feat. Julian Casablancas+The Voidz]",
@@ -1090,7 +1119,8 @@
             "speechiness": 0.0534,
             "tempo": 110.031,
             "time_signature": 4,
-            "valence": 0.192
+            "valence": 0.192,
+            "playcount": "18941503"
         },
         {
             "track_name": "GL (Early Take) [feat. Pharrell Williams and Nile Rodgers]",
@@ -1117,7 +1147,8 @@
             "speechiness": 0.0605,
             "tempo": 116.069,
             "time_signature": 4,
-            "valence": 0.371
+            "valence": 0.371,
+            "playcount": "1683318"
         },
         {
             "track_name": "Prime (2012 Unfinished)",
@@ -1142,7 +1173,8 @@
             "speechiness": 0.0348,
             "tempo": 117.013,
             "time_signature": 4,
-            "valence": 0.431
+            "valence": 0.431,
+            "playcount": "2023168"
         },
         {
             "track_name": "LYTD (Vocoder Tests) [feat. Pharrell Williams]",
@@ -1168,7 +1200,8 @@
             "speechiness": 0.0541,
             "tempo": 100.017,
             "time_signature": 4,
-            "valence": 0.719
+            "valence": 0.719,
+            "playcount": "1862906"
         },
         {
             "track_name": "The Writing of Fragments of Time (feat. Todd Edwards)",
@@ -1194,7 +1227,8 @@
             "speechiness": 0.227,
             "tempo": 130.026,
             "time_signature": 4,
-            "valence": 0.611
+            "valence": 0.611,
+            "playcount": "1822691"
         },
         {
             "track_name": "Touch (2021 Epilogue) [feat. Paul Williams]",
@@ -1220,7 +1254,8 @@
             "speechiness": 0.0296,
             "tempo": 90.229,
             "time_signature": 4,
-            "valence": 0.088
+            "valence": 0.088,
+            "playcount": "1255306"
         },
         {
             "track_name": "Give Life Back to Music",
@@ -1245,7 +1280,8 @@
             "speechiness": 0.0337,
             "tempo": 119.037,
             "time_signature": 4,
-            "valence": 0.696
+            "valence": 0.696,
+            "playcount": "119801504"
         },
         {
             "track_name": "The Game of Love",
@@ -1270,7 +1306,8 @@
             "speechiness": 0.0338,
             "tempo": 90.039,
             "time_signature": 4,
-            "valence": 0.682
+            "valence": 0.682,
+            "playcount": "68604075"
         },
         {
             "track_name": "Giorgio by Moroder",
@@ -1295,7 +1332,8 @@
             "speechiness": 0.0504,
             "tempo": 113.201,
             "time_signature": 4,
-            "valence": 0.41
+            "valence": 0.41,
+            "playcount": "124687088"
         },
         {
             "track_name": "Within",
@@ -1320,7 +1358,8 @@
             "speechiness": 0.0317,
             "tempo": 110.116,
             "time_signature": 4,
-            "valence": 0.0676
+            "valence": 0.0676,
+            "playcount": "69447024"
         },
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+            "playcount": "643744"
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         {
             "track_name": "Revolution 909 - Roger Sanchez & Junior Sanchez Remix",
@@ -7198,7 +7468,8 @@
             "speechiness": 0.0969,
             "tempo": 126.233,
             "time_signature": 4,
-            "valence": 0.799
+            "valence": 0.799,
+            "playcount": "430258"
         },
         {
             "track_name": "Revolution 909 - Revolution A Cappella",
@@ -7223,7 +7494,8 @@
             "speechiness": 0.0885,
             "tempo": 126.849,
             "time_signature": 4,
-            "valence": 0.153
+            "valence": 0.153,
+            "playcount": "165202"
         },
         {
             "track_name": "Revolution 909",
@@ -7248,7 +7520,8 @@
             "speechiness": 0.136,
             "tempo": 126.527,
             "time_signature": 4,
-            "valence": 0.828
+            "valence": 0.828,
+            "playcount": "32409570"
         },
         {
             "track_name": "Burnin' - Edit Version [Edit Version]",
@@ -7273,7 +7546,8 @@
             "speechiness": 0.246,
             "tempo": 124.304,
             "time_signature": 4,
-            "valence": 0.735
+            "valence": 0.735,
+            "playcount": "4633609"
         },
         {
             "track_name": "Burnin' - Ian Pooley Cut up Mix",
@@ -7299,7 +7573,8 @@
             "speechiness": 0.0894,
             "tempo": 127.404,
             "time_signature": 4,
-            "valence": 0.92
+            "valence": 0.92,
+            "playcount": "426108"
         },
         {
             "track_name": "Burnin' - Slam Mix",
@@ -7325,7 +7600,8 @@
             "speechiness": 0.0898,
             "tempo": 123.597,
             "time_signature": 4,
-            "valence": 0.0692
+            "valence": 0.0692,
+            "playcount": "246947"
         },
         {
             "track_name": "Burnin'",
@@ -7350,7 +7626,8 @@
             "speechiness": 0.205,
             "tempo": 124.298,
             "time_signature": 4,
-            "valence": 0.715
+            "valence": 0.715,
+            "playcount": "7977351"
         },
         {
             "track_name": "Around the World - Radio Edit [Radio Edit]",
@@ -7375,7 +7652,8 @@
             "speechiness": 0.148,
             "tempo": 121.302,
             "time_signature": 4,
-            "valence": 0.864
+            "valence": 0.864,
+            "playcount": "39345855"
         },
         {
             "track_name": "Around the World",
@@ -7400,7 +7678,8 @@
             "speechiness": 0.15,
             "tempo": 121.294,
             "time_signature": 4,
-            "valence": 0.841
+            "valence": 0.841,
+            "playcount": "342250046"
         },
         {
             "track_name": "Teachers - Extended Mix",
@@ -7425,7 +7704,8 @@
             "speechiness": 0.143,
             "tempo": 123.182,
             "time_signature": 4,
-            "valence": 0.789
+            "valence": 0.789,
+            "playcount": "524004"
         },
         {
             "track_name": "Around the World - Motorbass Vice Mix",
@@ -7451,7 +7731,8 @@
             "speechiness": 0.234,
             "tempo": 129.887,
             "time_signature": 4,
-            "valence": 0.395
+            "valence": 0.395,
+            "playcount": "311158"
         },
         {
             "track_name": "Da Funk - Radio Edit",
@@ -7476,7 +7757,8 @@
             "speechiness": 0.0698,
             "tempo": 111.214,
             "time_signature": 4,
-            "valence": 0.928
+            "valence": 0.928,
+            "playcount": "2344566"
         },
         {
             "track_name": "Musique",
@@ -7501,7 +7783,8 @@
             "speechiness": 0.0811,
             "tempo": 117.206,
             "time_signature": 4,
-            "valence": 0.832
+            "valence": 0.832,
+            "playcount": "14159810"
         },
         {
             "track_name": "Da Funk",
@@ -7526,7 +7809,42 @@
             "speechiness": 0.0746,
             "tempo": 111.226,
             "time_signature": 4,
-            "valence": 0.896
+            "valence": 0.896,
+            "playcount": "85227073"
+        }
+    ],
+    "monthly_listeners": 19230436,
+    "world_rank": 343,
+    "top_cities": [
+        {
+            "numberOfListeners": 530461,
+            "city": "Mexico City",
+            "country": "MX",
+            "region": "CMX"
+        },
+        {
+            "numberOfListeners": 328659,
+            "city": "Paris",
+            "country": "FR",
+            "region": "IDF"
+        },
+        {
+            "numberOfListeners": 326685,
+            "city": "Santiago",
+            "country": "CL",
+            "region": "RM"
+        },
+        {
+            "numberOfListeners": 238321,
+            "city": "Sydney",
+            "country": "AU",
+            "region": "NSW"
+        },
+        {
+            "numberOfListeners": 229528,
+            "city": "Bogotá",
+            "country": "CO",
+            "region": "DC"
         }
     ]
 }
\ No newline at end of file
diff --git a/src/aggregator/stats_update.py b/src/aggregator/stats_update.py
new file mode 100644
index 0000000..327c9e8
--- /dev/null
+++ b/src/aggregator/stats_update.py
@@ -0,0 +1,91 @@
+import json
+import time
+import requests
+import datetime
+
+from collections import OrderedDict
+from auth_credentials import (
+    client_headers, get_tracks_extensions, get_artist_stats_extensions
+)
+
+
+def main():
+    print(f'                                         [T] Time: {datetime.datetime.now()}')
+
+    timeout, request_count = 1, 0
+
+    artist_ids = ['00FQb4jTyendYWaN8pK0wa', '0M2HHtY3OOQzIZxrHkbJLT', '4tZwfgrHOc3mvqYlEYSvVi']
+
+    for artist_id in artist_ids:
+        get_artist_stats_params = {
+            'operationName': 'queryArtistOverview',
+            'variables': '{"uri":"spotify:artist:' +
+                         artist_id + '","locale":"","includePrerelease":true,"enableAssociatedVideos":false}',
+            'extensions': get_artist_stats_extensions,
+        }
+
+        response = requests.get(
+            'https://api-partner.spotify.com/pathfinder/v1/query',
+            params=get_artist_stats_params,
+            headers=client_headers
+        )
+        time.sleep(timeout)
+        request_count += 1
+        print(f"Artist Stats {artist_id}  - [*] [Request {request_count} - {response.status_code}]")
+
+        artist_stats = response.json().get('data').get('artistUnion').get('stats')
+
+        with open(f'resources/artists/artist-{artist_id}.json', 'r+', encoding='utf-8') as artist_file:
+            data = json.load(artist_file, object_pairs_hook=OrderedDict)
+            data['followers'] = artist_stats.get('followers')
+            data['monthly_listeners'] = artist_stats.get('monthlyListeners')
+            data['world_rank'] = artist_stats.get('worldRank')
+            data['top_cities'] = artist_stats.get('topCities').get('items')
+            artist_file.seek(0)
+            json.dump(data, artist_file, indent=4, sort_keys=False, ensure_ascii=False)
+            artist_file.truncate()
+
+        with open(f'resources/artists/artist-{artist_id}.json', 'r', encoding='utf-8') as artist_file:
+            data = json.load(artist_file)
+
+        artist_albums = data.get('albums')
+        albums_ids = list()
+        for album in artist_albums:
+            albums_ids.append(album.get('album_id'))
+
+        for album_id in albums_ids:
+            get_album_params = {
+                'operationName': 'getAlbum',
+                'variables': '{"uri":"spotify:album:' +
+                             album_id + '","locale":"","offset":0,"limit":50,"enableAssociatedVideos":false}',
+                'extensions': get_tracks_extensions,
+            }
+
+            response = requests.get(
+                'https://api-partner.spotify.com/pathfinder/v1/query',
+                params=get_album_params,
+                headers=client_headers
+            )
+            time.sleep(timeout)
+            request_count += 1
+            print(f"Get Album {album_id}     - [*] [Request {request_count} - {response.status_code}]")
+
+            tracks_data = response.json().get('data').get('albumUnion').get('tracks').get('items')
+
+            for track in tracks_data:
+                track_data = track.get('track')
+                track_id = track_data.get('uri').split(':')[2]
+                track_playcount = track_data.get('playcount')
+
+                with open(f'resources/artists/artist-{artist_id}.json', 'r+', encoding='utf-8') as artist_file:
+                    data = json.load(artist_file, object_pairs_hook=OrderedDict)
+                    for artist_track in data.get('tracks'):
+                        if artist_track.get('track_id') == track_id:
+                            artist_track['playcount'] = track_playcount
+                    artist_file.seek(0)
+                    json.dump(data, artist_file, indent=4, sort_keys=False, ensure_ascii=False)
+                    artist_file.truncate()
+
+
+if __name__ == '__main__':
+    main()
diff --git a/src/aggregator/tracks_count.py b/src/aggregator/tracks_count.py
new file mode 100644
index 0000000..139067f
--- /dev/null
+++ b/src/aggregator/tracks_count.py
@@ -0,0 +1,25 @@
+import json
+from os import listdir
+from os.path import isfile, join
+
+artists_path = "resources/artists"
+
+artists_files = [file for file in listdir(artists_path) if isfile(join(artists_path, file))]
+
+artist_count, albums_count, tracks_count = 0, 0, 0
+for artist_file in artists_files:
+    with open(f'resources/artists/{artist_file}', 'r', encoding='utf-8') as artist:
+        artist_data = json.load(artist)
+
+        artist_count += 1
+
+        artist_albums = artist_data.get('albums')
+        for album in artist_albums:
+            albums_count += 1
+
+        artist_tracks = artist_data.get('tracks')
+        for track in artist_tracks:
+            tracks_count += 1
+
+# Artists: 2005, Albums: 50292, Tracks: 269736
+print(f'Artists: {artist_count}, Albums: {albums_count}, Tracks: {tracks_count}')