diff --git a/labelstower/getter.py b/labelstower/getter.py
index 4f170433dd833c5577cffad3af6b2a62ad1e6f09..fc1be2fd2754e08efab67a1006ea73df82861e45 100644
--- a/labelstower/getter.py
+++ b/labelstower/getter.py
@@ -14,28 +14,24 @@ def get_selected_elements(id_mandatory_labels: int, id_forbiden_labels: str, num
     EXEMPLE
     -------
     >>> print(get_selected_elements("","",0)) # si aucun labels n'est interdit ou obligatoire
-    [{'id': 4, 'name': 'peugeot, 2000'}, {'id': 3, 'name': 'renault, 2000'}, {'id': 2, 'name': 'renault, bleu, 2000'}, {'id': 1, 'name': 'renault, rouge, 2000'}]
+    [{'id': 4, 'element_name': 'peugeot, 2000'}, {'id': 3, 'element_name': 'renault, 2000'}, {'id': 2, 'element_name': 'renault, bleu, 2000'}, {'id': 1, 'element_name': 'renault, rouge, 2000'}]
     >>> print(get_selected_elements("1,2","5,9",2)) # si la voiture doit-être bleu
-    [{'id': 4, 'name': 'peugeot, 2000'}]
+    [{'id': 4, 'element_name': 'peugeot, 2000'}]
     >>> print(get_selected_elements("5","",1))
-    [{'id': 3, 'name': 'renault, 2000'}, {'id': 2, 'name': 'renault, bleu, 2000'}, {'id': 1, 'name': 'renault, rouge, 2000'}]
+    [{'id': 3, 'element_name': 'renault, 2000'}, {'id': 2, 'element_name': 'renault, bleu, 2000'}, {'id': 1, 'element_name': 'renault, rouge, 2000'}]
     >>> print(get_selected_elements("","5",0))
-    [{'id': 4, 'name': 'peugeot, 2020'}]
+    [{'id': 4, 'element_name': 'peugeot, 2020'}]
     """
     #query slightly vary if number_of_mandatory_labels > 0 or not
     if(number_of_mandatory_labels):
         query = '''
                     SELECT 
-                        ELEMENT.id
-                        , element_name 
+                        ELEMENT.*
                     FROM 
                         ELEMENT 
                             INNER JOIN 
                         ELEMENT_LABEL 
                                 ON ELEMENT.id=ELEMENT_LABEL.id_element 
-                            INNER JOIN 
-                        LABEL 
-                                ON ELEMENT_LABEL.id_label=LABEL.id 
                     WHERE 
                             id_label IN ({}) 
                         AND 
@@ -46,10 +42,7 @@ def get_selected_elements(id_mandatory_labels: int, id_forbiden_labels: str, num
                                                 ELEMENT 
                                                     INNER JOIN 
                                                 ELEMENT_LABEL 
-                                                        ON ELEMENT.id=ELEMENT_LABEL.id_element 
-                                                    INNER JOIN 
-                                                LABEL 
-                                                        ON ELEMENT_LABEL.id_label=LABEL.id  
+                                                        ON ELEMENT.id=ELEMENT_LABEL.id_element
                                             WHERE 
                                                 id_label IN ({})) 
                                             GROUP BY id_element 
@@ -59,30 +52,24 @@ def get_selected_elements(id_mandatory_labels: int, id_forbiden_labels: str, num
     else:
         query = '''
                     SELECT 
-                        DISTINCT ELEMENT.id
-                        , element_name 
+                        ELEMENT.*
                     FROM 
                         ELEMENT 
                             INNER JOIN 
                         ELEMENT_LABEL 
                                 ON ELEMENT.id = ELEMENT_LABEL.id_element 
-                            INNER JOIN 
-                        label 
-                                ON ELEMENT_LABEL.id_label=label.id 
                     WHERE 
-                        element_name NOT IN (
+                        id_element NOT IN (
                                         SELECT 
-                                            element_name 
+                                            id_element 
                                         FROM 
                                             ELEMENT 
                                                 INNER JOIN 
                                             ELEMENT_LABEL 
-                                                    ON ELEMENT.id = ELEMENT_LABEL.id_element 
-                                                INNER JOIN 
-                                            label 
-                                                    ON ELEMENT_LABEL.id_label = label.id 
-                                        WHERE  id_label IN ({}) ) 
-                                        ORDER BY element_name ASC
+                                                    ON ELEMENT.id = ELEMENT_LABEL.id_element
+                                        WHERE  id_label IN ({}) )
+                    GROUP BY ELEMENT.id 
+                    ORDER BY element_name ASC
         '''.format(id_forbiden_labels)
 
     selected_elements = send_query_to_db(query)
@@ -97,7 +84,7 @@ def get_discriminating_labels(selected_elements: List[Dict[int, str]]) -> List[D
         EXEMPLE
         -------
         >>> get_discriminating_labels([{"id":2,"name":"renault, bleu, 2000"}, {"id":1,"name":"renault, rouge, 2000"}])
-        [{'id': 8, 'name': 'rouge'}, {'id': 9, 'name': 'bleu'}]
+        [{'id': 8, 'label_name': 'rouge'}, {'id': 9, 'label_name': 'bleu'}]
         >>> get_discriminating_labels([])
         []
     """
@@ -135,7 +122,7 @@ def get_high_discriminating_labels(discriminating_labels: List[Dict[int, str]])
         EXEMPLE
         -------
         >>> get_high_discriminating_labels([{"id":7, "name":"couleur"}, {"id":8, "name":"rouge"}, {"id":9, "name":"bleu"}])
-        [{'id': 7, 'name': 'couleur'}]
+        [{'id': 7, 'label_name': 'couleur'}]
     """
     id_discriminating_labels = get_ids(discriminating_labels)
 
diff --git a/labelstower/request_db.py b/labelstower/request_db.py
index 0af37906aca55352436a0c59a967e7559dd1b954..cc00871f1bda8856f7ee7c638b0f59e3a752accd 100644
--- a/labelstower/request_db.py
+++ b/labelstower/request_db.py
@@ -11,5 +11,8 @@ def send_query_to_db(query: str) -> List[Dict[int, str]] :
     stmt = bp.db.text(query)
     response = bp.db.session.execute(stmt)
     for row in response:
-         result.append({"id": row[0], "name": row[1]})
+        record = {}
+        for index in range(len(row)):
+            record.update({str(row.keys()[index]):row[index]})
+        result.append(record)
     return result
\ No newline at end of file
diff --git a/test/demo/__init__.py b/test/demo/__init__.py
index 915afb47e5c5329edca7a69b4799a9ed85278e5e..1c31cb5efc9759079715dcf27ceadda292b1b34d 100644
--- a/test/demo/__init__.py
+++ b/test/demo/__init__.py
@@ -14,8 +14,7 @@ class CustomFlask(Flask):
 
 def create_app():
 
-    text_component = {"project_name": "LabelsTower", 
-                      "Element_name": "Element(s)", 
+    text_component = {"project_name": "LabelsTower",
                       "Label": "Label(s)"
                       }
     app = CustomFlask(__name__)
diff --git a/test/demo/static/js/cookies.js b/test/demo/static/js/cookies.js
index edbc7bc146db7d772a7df7e7a98e51a4ae57801a..2dc3d73ce08781e852ded61af948638d7ec68970 100644
--- a/test/demo/static/js/cookies.js
+++ b/test/demo/static/js/cookies.js
@@ -30,7 +30,7 @@ function labels_tab_to_str(labels) {
     var result = "";
     var inter = []
     for (var i = 0; labels[i]; i++)
-        inter.push([labels[i]['id'], labels[i]['name'], labels[i]['father_id']]);
+        inter.push([labels[i]['id'], labels[i]['label_name'], labels[i]['father_id']]);
     result = inter.join('|');
     return (result);
 }
@@ -46,9 +46,9 @@ function str_to_labels_tab(str) {
     for (var i = 0; split[i]; i++) {
         var inter = split[i].split(',')
         if (inter.length == 2)
-            result.push({'id': inter[0], 'name': inter[1]});
+            result.push({'id': inter[0], 'label_name': inter[1]});
         else
-            result.push({'id': inter[0], 'name': inter[1], 'father_id': inter[2]});
+            result.push({'id': inter[0], 'label_name': inter[1], 'father_id': inter[2]});
     }
     return (result);
 }
diff --git a/test/demo/templates/browse.html b/test/demo/templates/browse.html
index b3b8d215354d6cc54005fcb866b017a583fc840f..d31b00288e67b41bc6f345d1b5ab86819649b524 100644
--- a/test/demo/templates/browse.html
+++ b/test/demo/templates/browse.html
@@ -45,7 +45,7 @@
 							<!-- HIERARCHY.MANDATORY_LABELS -->
 							<span v-for='(label, index) in mandatory_labels'>
 								<img title="Deselect the elements bearing this label" class="hierarchy-icone_left" @click="rm_mandatory_label(index)" src="static/img/plus-encadre.png" onmouseover="this.src='static/img/plus-encadre-vert.png'" onmouseout="this.src='static/img/plus-encadre.png'">
-								<span :title="label['name']"><b>{{ redim_labels(label['name']) }}</b></span>
+								<span :title="label['label_name']"><b>{{ redim_labels(label['label_name']) }}</b></span>
 								<img class="hierarchy-icone_right" src="static/img/moins.png" style="visibility: hidden;"><br> <!-- MARQUEUR (elliot)-->
 							</span>
 							<!-- HIERARCHY.MANDATORY_LABELS -->
@@ -53,21 +53,21 @@
 							<!-- HIERARCHY.FORBIDEN_LABELS -->
 							<span v-if="forbiden_labels.length != 0" v-for='(label, index) in forbiden_labels'>
 								<img class="hierarchy-icone_left" src="static/img/plus.png" style="visibility: hidden;">
-								<span :title="label['name']"><b>{{ redim_labels(label['name']) }}</b></span>
+								<span :title="label['label_name']"><b>{{ redim_labels(label['label_name']) }}</b></span>
 								<img title="Authorizes elements bearing this label" class="hierarchy-icone_right" @click="rm_forbiden_label(index)" src="static/img/moins-encadre.png" onmouseover="this.src='static/img/moins-encadre-rouge.png'" onmouseout="this.src='static/img/moins-encadre.png'">
 								<br>
 							</span>
 							<!-- HIERARCHY.FORBIDEN_LABELS -->
-							
+
 							<!-- HIERARCHY.HIGH_DISCRIMATING_LABELS -->
 							<div v-if="loading == 1">
 								<div id="hierarchy-separator" v-if="(mandatory_labels.length > 0 || forbiden_labels.length > 0) && high_discriminating_labels.length > 0">
 									<img src="static/img/monSeparateur.png"/>
 								</div>
 								<transition-group name="new_labels">
-									<span v-for='(label, index) in high_discriminating_labels' v-bind:key="label['name']">
+									<span v-for='(label, index) in high_discriminating_labels' v-bind:key="label['label_name']">
 										<img title="Selects elements with this label" class="hierarchy-icone_left" @click="add_mandatory_label(index, 'new')" src="static/img/plus.png" onmouseover="this.src='static/img/plus-vert.png'" onmouseout="this.src='static/img/plus.png'">
-										<span :title="label['name']"><b>{{ redim_labels(label['name']) }}</b></span>
+										<span :title="label['label_name']"><b>{{ redim_labels(label['label_name']) }}</b></span>
 										<img title="Prohibits elements with this label" class="hierarchy-icone_right" @click="add_forbiden_label(index, 'new')" src="static/img/moins.png" onmouseover="this.src='static/img/moins-rouge.png'" onmouseout="this.src='static/img/moins.png'">
 										<br>
 									</span>
@@ -77,14 +77,14 @@
 
 						</div>
 					</div>
-					
+
 				</div>
 
 				<div class="col-md-9" id="result" v-cloak>
 					<div class="panel panel-primary">
 						<div class="panel-heading title">
 							<span id="result-title">
-								<span >{{ selected_elements.length }} [[ txt['Element_name'] ]]</span>
+								<span >{{ selected_elements.length }}{{ selected_elements.length > 1 ? " Elements":" Element"}} </span>
 							</span>
 						</div>
 
@@ -92,7 +92,7 @@
 						<ul v-if="loading == 1" class="list-group" v-bind:style="'max-height: '+((width_window > 991) ? (height_window - 151 - 70) : (450))+'px;'">
 							<li class="list-group-item" v-for='element in selected_elements' v-bind:key="element['id']">
 								<span>
-									<b class="single_result" v-bind:title="(redim_element(element['name']).indexOf('...') == -1) ? '' : element['name']">{{ redim_element(element['name']) }}</b>
+									<b class="single_result" v-bind:title="(redim_element(element['element_name']).indexOf('...') == -1) ? '' : element['element_name']">{{ redim_element(element['element_name']) }}</b>
 								</span>
 							</li>
 						</ul>
@@ -101,9 +101,8 @@
 				</div>
 
 			</div>
-			
-		</div>
 
+		</div>
 	</body>
 
 	<script src="static/js/search_new_elements.js"></script>
@@ -175,9 +174,7 @@
 					update_loading(0);
 					hierarchy.mandatory_labels.push(hierarchy.high_discriminating_labels[index]);
 					hierarchy.high_discriminating_labels.splice(index, 1);
-					console.log("av")
 					update_elements_and_labels();
-					console.log("ap")
 					save_session();
 					update_loading(1);
 				},
diff --git a/test/instance/pip_init_db.sh b/test/instance/pip_init_db.sh
index f1e4f505c74d03e6aed27da08f499ddc659eb789..86e689ff078d839462b6edc0eb41f3b3578d6a90 100755
--- a/test/instance/pip_init_db.sh
+++ b/test/instance/pip_init_db.sh
@@ -7,4 +7,4 @@ cd `dirname ${SCRIPT_NAME}`
 
 cd ../..
 dist/install.sh
-test/instance/init_voiture_db.sh
\ No newline at end of file
+test/instance/init_voiture_db.sh # mais où se trouve ou qui génère ce script ?
\ No newline at end of file