diff --git a/marietje/stats/utils.py b/marietje/stats/utils.py
index 8c94525..5a276b7 100644
--- a/marietje/stats/utils.py
+++ b/marietje/stats/utils.py
@@ -1,9 +1,8 @@
-from datetime import datetime, timedelta, time
+from datetime import datetime, timedelta
 
 from django.core.cache import caches
 from django.conf import settings
 from django.db.models import Count, Q, Sum
-from django.shortcuts import render
 from django.utils import timezone
 
 from queues.models import PlaylistSong
@@ -30,49 +29,34 @@ def recache_user_stats():
     return new_stats
 
 
-def time_convert(time):
-    try:
-        for tr in time:
-            tr['duration'] = str(round(tr['total'] / 86400, 2)) + ' days'
-            avg_dur_sec = tr['avg_dur'] % 60
-            avg_dur_min = int((tr['avg_dur'] - avg_dur_sec) / 60)
-            tr['avg_dur'] = '{}:{}'.format(avg_dur_min, avg_dur_sec)
-        return time
-    except:
-        avg_dur_sec = round(time % 60)
-        avg_dur_min = int(round((time - avg_dur_sec) / 60))
-        return ('{} minutes and {} seconds'.format(avg_dur_min, avg_dur_sec))
-
-
-def calculate_uploaders(requests_uploader, most_requested_uploaders):
-    for x in requests_uploader:
+def best_uploaders_list(requests_uploader, most_requested_uploaders):
+    for requests in requests_uploader:
         a = len(most_requested_uploaders)
         b = 0
         while b <= a:
             if b == a:
-                adding_list_item(most_requested_uploaders, x)
-            elif x['song__user__id'] == most_requested_uploaders[b]['id']:
-                if x['song__user__name'] == x['user__name']:
-                    most_requested_uploaders[b]['own_total'] = x['total']
+                adding_list_item(most_requested_uploaders, requests)
+            elif requests['song__user__id'] == most_requested_uploaders[b]['id']:
+                if requests['song__user__name'] == requests['user__name']:
+                    most_requested_uploaders[b]['own_total'] = requests['total']
                 else:
-                    most_requested_uploaders[b]['total'] += x['total']
+                    most_requested_uploaders[b]['total'] += requests['total']
                 break
             b += 1
-    return
 
 
-def adding_list_item(list, x):
-    list.append({
-        'id': x['song__user__id'],
-        'name': x['song__user__name'],
+def adding_list_item(most_requested_list, requests):
+    # adds a single item to the best_uploaders list
+    most_requested_list.append({
+        'id': requests['song__user__id'],
+        'name': requests['song__user__name'],
         'total': 0,
         'own_total': 0
     })
-    if x['song__user__id'] == x['user__id']:
-        list[-1]['own_total']: x['total']
+    if requests['song__user__id'] == requests['user__id']:
+        most_requested_list[-1]['own_total']: requests['total']
     else:
-        list[-1]['_total']: x['total']
-    return
+        most_requested_list[-1]['_total']: requests['total']
 
 
 def compute_stats():
@@ -137,13 +121,10 @@ def compute_stats():
         | Q(user_id__in=settings.STATS_REQUEST_IGNORE_USER_IDS)).aggregate(
             total=Sum('song__duration'))
 
-    total_time_overall = 0
-    count = 0
-    for x in list(time_requested):
-        total_time_overall += x['avg_dur']
-        count += 1
-    total_average = total_time_overall / count
-    total_average = time_convert(total_average)
+    total_time_overall = sum(x['avg_dur'] for x in time_requested)
+    total_average = total_time_overall / len(time_requested)
+    avg_dur_min, avg_dur_sec = divmod(total_average, 60)
+    total_average = '{} minutes and {} seconds'.format(avg_dur_min, avg_dur_sec)
 
     requests_uploader = PlaylistSong.objects.filter(state=2).exclude(
         Q(user_id=None)
@@ -152,7 +133,15 @@ def compute_stats():
             'user__id').annotate(total=Count('song__user__name'))
 
     most_requested_uploaders = []
-    calculate_uploaders(list(requests_uploader), most_requested_uploaders)
+    best_uploaders_list(list(requests_uploader), most_requested_uploaders)
+
+    for time in list(time_requested):
+        # converts total time and average time in respectively days and minutes, seconds
+        time['duration'] = str(round(time['total'] / 86400, 2)) + ' days'
+        avg_dur_min, avg_dur_sec = divmod(time['avg_dur'], 60)
+        if avg_dur_sec < 10:
+            avg_dur_sec = '0' + str(avg_dur_sec)
+        time['avg_dur'] = '{}:{}'.format(avg_dur_min, avg_dur_sec)
 
     return {
         'last_updated': last_updated,
@@ -164,10 +153,11 @@ def compute_stats():
         'total_unique_requests': total_unique_requests,
         'most_played_songs': list(most_played_songs),
         'most_played_songs_14_days': list(most_played_songs_14_days),
-        'time_requested': time_convert(list(time_requested)),
+        'time_requested': time_requested,
         'total_time_requested': str(round(float(total_time_requested['total']) / 86400, 2)) + ' days',
         'stats_top_count': settings.STATS_TOP_COUNT,
         'most_requested_uploaders': list(most_requested_uploaders),
+        'total_average': total_average,
     }
 
 
@@ -227,4 +217,4 @@ def user_stats(request):
         'stats_top_count': settings.STATS_TOP_COUNT,
         'total_played_uploads': total_played_uploads,
         'total_played_user_uploads': total_played_user_uploads,
-    }
+    }
\ No newline at end of file
diff --git a/marietje/stats/views.py b/marietje/stats/views.py
index c3acf33..ad60a29 100644
--- a/marietje/stats/views.py
+++ b/marietje/stats/views.py
@@ -2,8 +2,6 @@ from datetime import datetime, timedelta
 
 from django.core.cache import caches
 from django.shortcuts import render
-from stats.utils import user_stats
-from django.http import JsonResponse, HttpResponseForbidden
 
 
 def stats(request):