diff --git a/src/Wallabag/CoreBundle/Controller/EntryController.php b/src/Wallabag/CoreBundle/Controller/EntryController.php
index 655217c95..ca9ff56f3 100644
--- a/src/Wallabag/CoreBundle/Controller/EntryController.php
+++ b/src/Wallabag/CoreBundle/Controller/EntryController.php
@@ -675,9 +675,6 @@ class EntryController extends AbstractController
             }
         }
 
-        $nbEntriesUntagged = $this->entryRepository
-            ->countUntaggedEntriesByUser($this->getUser()->getId());
-
         return $this->render(
             '@WallabagCore/Entry/entries.html.twig', [
                 'form' => $form->createView(),
@@ -685,7 +682,6 @@ class EntryController extends AbstractController
                 'currentPage' => $page,
                 'searchTerm' => $searchTerm,
                 'isFiltered' => $form->isSubmitted(),
-                'nbEntriesUntagged' => $nbEntriesUntagged,
             ]
         );
     }
diff --git a/src/Wallabag/CoreBundle/Repository/EntryRepository.php b/src/Wallabag/CoreBundle/Repository/EntryRepository.php
index 9dded5e57..3e0b4effd 100644
--- a/src/Wallabag/CoreBundle/Repository/EntryRepository.php
+++ b/src/Wallabag/CoreBundle/Repository/EntryRepository.php
@@ -37,6 +37,20 @@ class EntryRepository extends ServiceEntityRepository
         ;
     }
 
+    /**
+     * Retrieves all entries count for a user.
+     *
+     * @param int $userId
+     *
+     * @return QueryBuilder
+     */
+    public function getCountBuilderForAllByUser($userId)
+    {
+        return $this
+            ->getQueryBuilderByUser($userId)
+        ;
+    }
+
     /**
      * Retrieves unread entries for a user.
      *
@@ -52,6 +66,21 @@ class EntryRepository extends ServiceEntityRepository
             ;
     }
 
+    /**
+     * Retrieves unread entries count for a user.
+     *
+     * @param int $userId
+     *
+     * @return QueryBuilder
+     */
+    public function getCountBuilderForUnreadByUser($userId)
+    {
+        return $this
+            ->getQueryBuilderByUser($userId)
+            ->andWhere('e.isArchived = false')
+            ;
+    }
+
     /**
      * Retrieves entries with the same domain.
      *
@@ -94,6 +123,21 @@ class EntryRepository extends ServiceEntityRepository
         ;
     }
 
+    /**
+     * Retrieves read entries count for a user.
+     *
+     * @param int $userId
+     *
+     * @return QueryBuilder
+     */
+    public function getCountBuilderForArchiveByUser($userId)
+    {
+        return $this
+            ->getQueryBuilderByUser($userId)
+            ->andWhere('e.isArchived = true')
+        ;
+    }
+
     /**
      * Retrieves starred entries for a user.
      *
@@ -109,6 +153,21 @@ class EntryRepository extends ServiceEntityRepository
         ;
     }
 
+    /**
+     * Retrieves starred entries count for a user.
+     *
+     * @param int $userId
+     *
+     * @return QueryBuilder
+     */
+    public function getCountBuilderForStarredByUser($userId)
+    {
+        return $this
+            ->getQueryBuilderByUser($userId)
+            ->andWhere('e.isStarred = true')
+        ;
+    }
+
     /**
      * Retrieves entries filtered with a search term for a user.
      *
@@ -167,6 +226,21 @@ class EntryRepository extends ServiceEntityRepository
             ;
     }
 
+    /**
+     * Retrieve entries with annotations count for a user.
+     *
+     * @param int $userId
+     *
+     * @return QueryBuilder
+     */
+    public function getCountBuilderForAnnotationsByUser($userId)
+    {
+        return $this
+            ->getQueryBuilderByUser($userId)
+            ->innerJoin('e.annotations', 'a')
+            ;
+    }
+
     /**
      * Retrieve untagged entries for a user.
      *
@@ -563,6 +637,23 @@ class EntryRepository extends ServiceEntityRepository
         return $qb->getQuery()->getArrayResult();
     }
 
+    /**
+     * @param int $userId
+     *
+     * @return array
+     */
+    public function findEmptyEntriesIdByUserId($userId = null)
+    {
+        $qb = $this->createQueryBuilder('e')
+            ->select('e.id');
+
+        if (null !== $userId) {
+            $qb->where('e.user = :userid AND e.content IS NULL')->setParameter(':userid', $userId);
+        }
+
+        return $qb->getQuery()->getArrayResult();
+    }
+
     /**
      * Find all entries by url and owner.
      *
diff --git a/src/Wallabag/CoreBundle/Resources/views/Entry/entries.html.twig b/src/Wallabag/CoreBundle/Resources/views/Entry/entries.html.twig
index f3f1488a8..7f1f2592d 100644
--- a/src/Wallabag/CoreBundle/Resources/views/Entry/entries.html.twig
+++ b/src/Wallabag/CoreBundle/Resources/views/Entry/entries.html.twig
@@ -118,9 +118,9 @@
             <h4 class="center">{{ 'entry.filters.title'|trans }}</h4>
 
             <div class="row">
-                {% if current_route != 'untagged' and nbEntriesUntagged != 0 %}
+                {% if current_route != 'untagged' %}
                     <div class="col s12 center-align">
-                        <a href="{{ path('untagged') }}">{{ 'tag.list.see_untagged_entries'|trans }} ({{ nbEntriesUntagged }})</a>
+                        <a href="{{ path('untagged') }}">{{ 'tag.list.see_untagged_entries'|trans }}</a>
                     </div>
                 {% endif %}
 
diff --git a/src/Wallabag/CoreBundle/Resources/views/layout.html.twig b/src/Wallabag/CoreBundle/Resources/views/layout.html.twig
index f1565f17b..10d92133e 100644
--- a/src/Wallabag/CoreBundle/Resources/views/layout.html.twig
+++ b/src/Wallabag/CoreBundle/Resources/views/layout.html.twig
@@ -168,7 +168,7 @@
             <div class="container">
                 <div class="row">
                     <div class="col m12 l8">
-                        <p class="footer-text" title="{{ display_stats()|raw|striptags }}">
+                        <p class="footer-text">
                             {{ display_stats() }}
                         </p>
                     </div>
diff --git a/src/Wallabag/CoreBundle/Twig/WallabagExtension.php b/src/Wallabag/CoreBundle/Twig/WallabagExtension.php
index e94bf3603..a31cacf0e 100644
--- a/src/Wallabag/CoreBundle/Twig/WallabagExtension.php
+++ b/src/Wallabag/CoreBundle/Twig/WallabagExtension.php
@@ -88,35 +88,32 @@ class WallabagExtension extends AbstractExtension implements GlobalsInterface
 
         switch ($type) {
             case 'starred':
-                $qb = $this->entryRepository->getBuilderForStarredByUser($user->getId());
+                $qb = $this->entryRepository->getCountBuilderForStarredByUser($user->getId());
                 break;
             case 'archive':
-                $qb = $this->entryRepository->getBuilderForArchiveByUser($user->getId());
+                $qb = $this->entryRepository->getCountBuilderForArchiveByUser($user->getId());
                 break;
             case 'unread':
-                $qb = $this->entryRepository->getBuilderForUnreadByUser($user->getId());
+                $qb = $this->entryRepository->getCountBuilderForUnreadByUser($user->getId());
                 break;
             case 'annotated':
-                $qb = $this->entryRepository->getBuilderForAnnotationsByUser($user->getId());
+                $qb = $this->entryRepository->getCountBuilderForAnnotationsByUser($user->getId());
                 break;
             case 'all':
-                $qb = $this->entryRepository->getBuilderForAllByUser($user->getId());
+                $qb = $this->entryRepository->getCountBuilderForAllByUser($user->getId());
                 break;
             default:
                 throw new \InvalidArgumentException(sprintf('Type "%s" is not implemented.', $type));
         }
 
-        // THANKS to PostgreSQL we CAN'T make a DEAD SIMPLE count(e.id)
-        // ERROR: column "e0_.id" must appear in the GROUP BY clause or be used in an aggregate function
         $query = $qb
-            ->select('e.id')
-            ->groupBy('e.id')
+            ->select('COUNT(e.id)')
             ->getQuery();
 
         $query->useQueryCache(true);
         $query->enableResultCache($this->lifeTime);
 
-        return \count($query->getArrayResult());
+        return $query->getSingleScalarResult();
     }
 
     /**
@@ -148,15 +145,14 @@ class WallabagExtension extends AbstractExtension implements GlobalsInterface
             return 0;
         }
 
-        $query = $this->entryRepository->getBuilderForArchiveByUser($user->getId())
-            ->select('e.id')
-            ->groupBy('e.id')
+        $query = $this->entryRepository->getCountBuilderForArchiveByUser($user->getId())
+            ->select('COUNT(e.id)')
             ->getQuery();
 
         $query->useQueryCache(true);
         $query->enableResultCache($this->lifeTime);
 
-        $nbArchives = \count($query->getArrayResult());
+        $nbArchives = $query->getSingleScalarResult();
 
         $interval = $user->getCreatedAt()->diff(new \DateTime('now'));
         $nbDays = (int) $interval->format('%a') ?: 1;