diff --git a/src/Controller/AdminController.php b/src/Controller/AdminController.php
index 1d93cc9..2e57ac5 100644
--- a/src/Controller/AdminController.php
+++ b/src/Controller/AdminController.php
@@ -132,8 +132,8 @@ final class AdminController extends AbstractController
                 $stats = $stats_exist;
             } else {
                 $stats = new Stats();
-                dump('nouvelle stat', $insee_code);
-                die();
+//                dump('nouvelle stat', $insee_code);
+//                die();
 
                 $stats->setZone($insee_code);
             }
@@ -322,13 +322,26 @@ final class AdminController extends AbstractController
             $followups = $stats->getCityFollowUps();
         }
         $commerces = $stats->getPlacesCount();
-        if (!$commerces) {
-// labourer
-            $places_found = $this->motocultrice->labourer($insee_code);
-            if (count($places_found)) {
-                var_dump(count($places_found));
+        // Remove existing duplicates
+        $this->removeDuplicatePlaces($stats);
 
-                foreach ($places_found as $placeData) {
+        // labourer
+        $places_found = $this->motocultrice->labourer($insee_code);
+        if (count($places_found)) {
+//            var_dump(count($places_found));
+            $placeRepo = $this->entityManager->getRepository(Place::class);
+            $addedCount = 0;
+
+            foreach ($places_found as $placeData) {
+                // Check if a place with the same osm_id and osm_kind already exists
+                $existingPlace = $placeRepo->findOneBy([
+                    'osmId' => $placeData['id'],
+                    'osm_kind' => $placeData['type'],
+                    'stats' => $stats
+                ]);
+
+                if (!$existingPlace) {
+                    // Create a new place only if it doesn't already exist
                     $newPlace = new Place();
                     $newPlace->setOsmId($placeData['id'])
                         ->setOsmKind($placeData['type'])
@@ -353,10 +366,15 @@ final class AdminController extends AbstractController
                     $stats->addPlace($newPlace);
                     $newPlace->setStats($stats);
                     $this->entityManager->persist($newPlace);
+                    $addedCount++;
                 }
             }
+
+            // Update the places_count property
+            $stats->setPlacesCount($stats->getPlaces()->count());
+            $this->entityManager->persist($stats);
         }
-        $this->entityManager->persist($newPlace);
+
         $this->entityManager->flush();
 
         $this->actionLogger->log('stats_de_ville', ['insee_code' => $insee_code, 'nom' => $stats->getZone()]);
@@ -381,7 +399,10 @@ final class AdminController extends AbstractController
 
         // Données pour le graphique des modifications par trimestre
         $modificationsByQuarter = [];
-        if (isset($commerces) && count($commerces) > 0) {
+
+        $commerces = $stats->getPlaces();
+
+        if (isset($commerces) && count($commerces) > 0 && is_iterable($commerces)) {
 
             foreach ($commerces as $commerce) {
                 if ($commerce->getOsmDataDate()) {
@@ -403,23 +424,25 @@ final class AdminController extends AbstractController
             'features' => []
         ];
 
-        foreach ($commerces as $commerce) {
-            if ($commerce->getLat() && $commerce->getLon()) {
-                $geojson['features'][] = [
-                    'type' => 'Feature',
-                    'geometry' => [
-                        'type' => 'Point',
-                        'coordinates' => [$commerce->getLon(), $commerce->getLat()]
-                    ],
-                    'properties' => [
-                        'id' => $commerce->getOsmId(),
-                        'name' => $commerce->getName(),
-                        'main_tag' => $commerce->getMainTag(),
-                        'address' => $commerce->getStreet() . ' ' . $commerce->getHousenumber(),
-                        'note' => $commerce->getNoteContent(),
-                        'osm_url' => 'https://www.openstreetmap.org/' . $commerce->getOsmKind() . '/' . $commerce->getOsmId()
-                    ]
-                ];
+        if (isset($commerces) && is_iterable($commerces)) {
+            foreach ($commerces as $commerce) {
+                if ($commerce->getLat() && $commerce->getLon()) {
+                    $geojson['features'][] = [
+                        'type' => 'Feature',
+                        'geometry' => [
+                            'type' => 'Point',
+                            'coordinates' => [$commerce->getLon(), $commerce->getLat()]
+                        ],
+                        'properties' => [
+                            'id' => $commerce->getOsmId(),
+                            'name' => $commerce->getName(),
+                            'main_tag' => $commerce->getMainTag(),
+                            'address' => $commerce->getStreet() . ' ' . $commerce->getHousenumber(),
+                            'note' => $commerce->getNoteContent(),
+                            'osm_url' => 'https://www.openstreetmap.org/' . $commerce->getOsmKind() . '/' . $commerce->getOsmId()
+                        ]
+                    ];
+                }
             }
         }
 
@@ -2110,4 +2133,48 @@ final class AdminController extends AbstractController
         $this->addFlash('success', 'Email envoyé avec succès');
         return $this->redirectToRoute('app_admin_contacted_places');
     }
+
+    /**
+     * Remove duplicate places from a Stats entity
+     * Duplicates are identified by having the same osm_id and osm_kind
+     */
+    private function removeDuplicatePlaces(Stats $stats): void
+    {
+        $placeRepo = $this->entityManager->getRepository(Place::class);
+
+        // Get all places for this stats
+        $places = $placeRepo->findBy(['stats' => $stats]);
+
+        // Group places by osm_id and osm_kind
+        $groupedPlaces = [];
+        foreach ($places as $place) {
+            $key = $place->getOsmKind() . '_' . $place->getOsmId();
+            if (!isset($groupedPlaces[$key])) {
+                $groupedPlaces[$key] = [];
+            }
+            $groupedPlaces[$key][] = $place;
+        }
+
+        // For each group with more than one place, keep the first one and remove the rest
+        $removedCount = 0;
+        foreach ($groupedPlaces as $key => $group) {
+            if (count($group) > 1) {
+                // Keep the first place
+                $keepPlace = array_shift($group);
+
+                // Remove the rest
+                foreach ($group as $duplicatePlace) {
+                    $stats->removePlace($duplicatePlace);
+                    $this->entityManager->remove($duplicatePlace);
+                    $removedCount++;
+                }
+            }
+        }
+
+        // If places were removed, update the places_count
+        if ($removedCount > 0) {
+            $stats->setPlacesCount($stats->getPlaces()->count());
+            $this->entityManager->persist($stats);
+        }
+    }
 }