diff --git a/Book_DeGruyter/Maps/UAC_locations_map.html b/Book_DeGruyter/Maps/UAC_locations_map.html
index acd5361..bc23eb1 100644
--- a/Book_DeGruyter/Maps/UAC_locations_map.html
+++ b/Book_DeGruyter/Maps/UAC_locations_map.html
@@ -25,7 +25,7 @@
             <meta name="viewport" content="width=device-width,
                 initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
             <style>
-                #map_142c4c6f85b019c538dcf012cb743c41 {
+                #map_feafd571988b32d6725fab6ba0a074a5 {
                     position: relative;
                     width: 100.0%;
                     height: 100.0%;
@@ -47,18 +47,18 @@
      </div>
      
     
-            <div class="folium-map" id="map_142c4c6f85b019c538dcf012cb743c41" ></div>
+            <div class="folium-map" id="map_feafd571988b32d6725fab6ba0a074a5" ></div>
         
 </body>
 <script>
     
     
-            var map_142c4c6f85b019c538dcf012cb743c41 = L.map(
-                "map_142c4c6f85b019c538dcf012cb743c41",
+            var map_feafd571988b32d6725fab6ba0a074a5 = L.map(
+                "map_feafd571988b32d6725fab6ba0a074a5",
                 {
-                    center: [6.417625, 2.340135],
+                    center: [6.397821961372713, 2.3634531626804813],
                     crs: L.CRS.EPSG3857,
-                    zoom: 14,
+                    zoom: 13,
                     zoomControl: true,
                     preferCanvas: false,
                 }
@@ -68,64 +68,172 @@
 
         
     
-            var tile_layer_55cf40aedab7586b4a5bbf155d9c08a5 = L.tileLayer(
+            var tile_layer_c35ecb404c2b2bf80f8c9ad13ab6cc95 = L.tileLayer(
                 "https://tile.openstreetmap.org/{z}/{x}/{y}.png",
                 {"attribution": "\u0026copy; \u003ca href=\"https://www.openstreetmap.org/copyright\"\u003eOpenStreetMap\u003c/a\u003e contributors", "detectRetina": false, "maxNativeZoom": 19, "maxZoom": 19, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
             );
         
     
-            tile_layer_55cf40aedab7586b4a5bbf155d9c08a5.addTo(map_142c4c6f85b019c538dcf012cb743c41);
+            tile_layer_c35ecb404c2b2bf80f8c9ad13ab6cc95.addTo(map_feafd571988b32d6725fab6ba0a074a5);
         
     
-            var marker_932968703a77fe88795a25feea9c0ada = L.marker(
+            var marker_dc208b582b768ff69af2c2c2ef6c50a4 = L.marker(
                 [6.42047, 2.34345],
                 {}
-            ).addTo(map_142c4c6f85b019c538dcf012cb743c41);
+            ).addTo(map_feafd571988b32d6725fab6ba0a074a5);
         
     
-            var icon_8a4d730460a89bd407a68e6c4cb15108 = L.AwesomeMarkers.icon(
+            var icon_04698e6306487174089c0520f61cb64d = L.AwesomeMarkers.icon(
                 {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "blue", "prefix": "glyphicon"}
             );
-            marker_932968703a77fe88795a25feea9c0ada.setIcon(icon_8a4d730460a89bd407a68e6c4cb15108);
+            marker_dc208b582b768ff69af2c2c2ef6c50a4.setIcon(icon_04698e6306487174089c0520f61cb64d);
         
     
-        var popup_5c2e100d65a3d3f074376f5966f0a7c7 = L.popup({"maxWidth": "100%"});
+        var popup_6cb22a32c99293c63ba8c39bf185fd90 = L.popup({"maxWidth": "100%"});
 
         
             
-                var html_2924ee9143fc764e536f1bebc4a66aaf = $(`<div id="html_2924ee9143fc764e536f1bebc4a66aaf" style="width: 100.0%; height: 100.0%;">Institut de Langue Arabe et de la Culture Islamique</div>`)[0];
-                popup_5c2e100d65a3d3f074376f5966f0a7c7.setContent(html_2924ee9143fc764e536f1bebc4a66aaf);
+                var html_f6ab4303f7b29042471066e53d907c6d = $(`<div id="html_f6ab4303f7b29042471066e53d907c6d" style="width: 100.0%; height: 100.0%;">Institut de Langue Arabe et de la Culture Islamique</div>`)[0];
+                popup_6cb22a32c99293c63ba8c39bf185fd90.setContent(html_f6ab4303f7b29042471066e53d907c6d);
             
         
 
-        marker_932968703a77fe88795a25feea9c0ada.bindPopup(popup_5c2e100d65a3d3f074376f5966f0a7c7)
+        marker_dc208b582b768ff69af2c2c2ef6c50a4.bindPopup(popup_6cb22a32c99293c63ba8c39bf185fd90)
         ;
 
         
     
     
-            var marker_6b5494daca1bf4c01fd495465f4d8734 = L.marker(
+            var marker_92c8b2a045646e742d6cabf3498ac4d8 = L.marker(
                 [6.41478, 2.33682],
                 {}
-            ).addTo(map_142c4c6f85b019c538dcf012cb743c41);
+            ).addTo(map_feafd571988b32d6725fab6ba0a074a5);
         
     
-            var icon_58be8c95f1787dba40a7926574ae7611 = L.AwesomeMarkers.icon(
+            var icon_f56b5f604fc7462b583169df82478397 = L.AwesomeMarkers.icon(
                 {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "blue", "prefix": "glyphicon"}
             );
-            marker_6b5494daca1bf4c01fd495465f4d8734.setIcon(icon_58be8c95f1787dba40a7926574ae7611);
+            marker_92c8b2a045646e742d6cabf3498ac4d8.setIcon(icon_f56b5f604fc7462b583169df82478397);
         
     
-        var popup_22fa446ff055824e2f87bc2943b7273f = L.popup({"maxWidth": "100%"});
+        var popup_faf5159f15edb7400b6e7e49da11ae76 = L.popup({"maxWidth": "100%"});
 
         
             
-                var html_f4ab2cd2ffd30bed87ff27102116e2ab = $(`<div id="html_f4ab2cd2ffd30bed87ff27102116e2ab" style="width: 100.0%; height: 100.0%;">Oumar Ibn Khattab Mosque (ACEEMUB)</div>`)[0];
-                popup_22fa446ff055824e2f87bc2943b7273f.setContent(html_f4ab2cd2ffd30bed87ff27102116e2ab);
+                var html_fd4539b6c293a00b944161a529999cd6 = $(`<div id="html_fd4539b6c293a00b944161a529999cd6" style="width: 100.0%; height: 100.0%;">Oumar Ibn Khattab Mosque (ACEEMUB)</div>`)[0];
+                popup_faf5159f15edb7400b6e7e49da11ae76.setContent(html_fd4539b6c293a00b944161a529999cd6);
             
         
 
-        marker_6b5494daca1bf4c01fd495465f4d8734.bindPopup(popup_22fa446ff055824e2f87bc2943b7273f)
+        marker_92c8b2a045646e742d6cabf3498ac4d8.bindPopup(popup_faf5159f15edb7400b6e7e49da11ae76)
+        ;
+
+        
+    
+    
+            var marker_4e113289b6b231b3cc085c2b9c647773 = L.marker(
+                [6.42431, 2.33785],
+                {}
+            ).addTo(map_feafd571988b32d6725fab6ba0a074a5);
+        
+    
+            var icon_abe56a998ccc2c0e8f1ab43ad110b90b = L.AwesomeMarkers.icon(
+                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "blue", "prefix": "glyphicon"}
+            );
+            marker_4e113289b6b231b3cc085c2b9c647773.setIcon(icon_abe56a998ccc2c0e8f1ab43ad110b90b);
+        
+    
+        var popup_e0b47c10be0a843be653bd66905b90b9 = L.popup({"maxWidth": "100%"});
+
+        
+            
+                var html_037d76a2717e06e800e35294f61569a2 = $(`<div id="html_037d76a2717e06e800e35294f61569a2" style="width: 100.0%; height: 100.0%;">Catholic Chaplaincy of the Université d’Abomey-Calavi et des grandes écoles du Bénin</div>`)[0];
+                popup_e0b47c10be0a843be653bd66905b90b9.setContent(html_037d76a2717e06e800e35294f61569a2);
+            
+        
+
+        marker_4e113289b6b231b3cc085c2b9c647773.bindPopup(popup_e0b47c10be0a843be653bd66905b90b9)
+        ;
+
+        
+    
+    
+            var marker_42c14df4101a6ba78941d3e07eec57cd = L.marker(
+                [6.3558124810442935, 2.421426082297773],
+                {}
+            ).addTo(map_feafd571988b32d6725fab6ba0a074a5);
+        
+    
+            var icon_d09c8b57dea34c074e31825ede5db2d1 = L.AwesomeMarkers.icon(
+                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "blue", "prefix": "glyphicon"}
+            );
+            marker_42c14df4101a6ba78941d3e07eec57cd.setIcon(icon_d09c8b57dea34c074e31825ede5db2d1);
+        
+    
+        var popup_0f993cf6da851e0be79779ae4012d2ef = L.popup({"maxWidth": "100%"});
+
+        
+            
+                var html_2f11ecba044d2cea7d54ac1bebd6a455 = $(`<div id="html_2f11ecba044d2cea7d54ac1bebd6a455" style="width: 100.0%; height: 100.0%;">Saint-Dominique Cotonou convent</div>`)[0];
+                popup_0f993cf6da851e0be79779ae4012d2ef.setContent(html_2f11ecba044d2cea7d54ac1bebd6a455);
+            
+        
+
+        marker_42c14df4101a6ba78941d3e07eec57cd.bindPopup(popup_0f993cf6da851e0be79779ae4012d2ef)
+        ;
+
+        
+    
+    
+            var marker_3020cc610935dbbfd8dee5580dfe7a3d = L.marker(
+                [6.3570692871919885, 2.398772893785117],
+                {}
+            ).addTo(map_feafd571988b32d6725fab6ba0a074a5);
+        
+    
+            var icon_cd647a1b9a1b2fe9b87971cf823792c0 = L.AwesomeMarkers.icon(
+                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "blue", "prefix": "glyphicon"}
+            );
+            marker_3020cc610935dbbfd8dee5580dfe7a3d.setIcon(icon_cd647a1b9a1b2fe9b87971cf823792c0);
+        
+    
+        var popup_fddd10fc5be106de4294d0cdf45d20c7 = L.popup({"maxWidth": "100%"});
+
+        
+            
+                var html_246eae88497f3c3846ada8933f2dfe36 = $(`<div id="html_246eae88497f3c3846ada8933f2dfe36" style="width: 100.0%; height: 100.0%;">Bon Pasteur Parish</div>`)[0];
+                popup_fddd10fc5be106de4294d0cdf45d20c7.setContent(html_246eae88497f3c3846ada8933f2dfe36);
+            
+        
+
+        marker_3020cc610935dbbfd8dee5580dfe7a3d.bindPopup(popup_fddd10fc5be106de4294d0cdf45d20c7)
+        ;
+
+        
+    
+    
+            var marker_82640cf8d96306277a0cfa945edf25eb = L.marker(
+                [6.41449, 2.3424],
+                {}
+            ).addTo(map_feafd571988b32d6725fab6ba0a074a5);
+        
+    
+            var icon_cf817e6cdb63cbb7c00ee9fcd45a0ae7 = L.AwesomeMarkers.icon(
+                {"extraClasses": "fa-rotate-0", "icon": "info-sign", "iconColor": "white", "markerColor": "blue", "prefix": "glyphicon"}
+            );
+            marker_82640cf8d96306277a0cfa945edf25eb.setIcon(icon_cf817e6cdb63cbb7c00ee9fcd45a0ae7);
+        
+    
+        var popup_c1537d6c00572dd989f2a88e2d599af2 = L.popup({"maxWidth": "100%"});
+
+        
+            
+                var html_ab53efae33d532f30a739d9a1081e27c = $(`<div id="html_ab53efae33d532f30a739d9a1081e27c" style="width: 100.0%; height: 100.0%;">Bâtiment C</div>`)[0];
+                popup_c1537d6c00572dd989f2a88e2d599af2.setContent(html_ab53efae33d532f30a739d9a1081e27c);
+            
+        
+
+        marker_82640cf8d96306277a0cfa945edf25eb.bindPopup(popup_c1537d6c00572dd989f2a88e2d599af2)
         ;
 
         
diff --git a/Book_DeGruyter/Maps/map_Abomey-Calavi.py b/Book_DeGruyter/Maps/map_Abomey-Calavi.py
index 116364a..280403d 100644
--- a/Book_DeGruyter/Maps/map_Abomey-Calavi.py
+++ b/Book_DeGruyter/Maps/map_Abomey-Calavi.py
@@ -6,6 +6,10 @@
 locations = {
     'Institut de Langue Arabe et de la Culture Islamique': (6.42047, 2.34345),
     'Oumar Ibn Khattab Mosque (ACEEMUB)': (6.41478, 2.33682),
+    'Catholic Chaplaincy of the Université d’Abomey-Calavi et des grandes écoles du Bénin': (6.42431, 2.33785),
+    'Saint-Dominique Cotonou convent': (6.3558124810442935, 2.421426082297773),
+    'Bon Pasteur Parish': (6.3570692871919885, 2.398772893785117),
+    'Bâtiment C': (6.41449, 2.34240),
 }
 
 # Calculate the center of the map
@@ -14,7 +18,7 @@
 map_center = [avg_lat, avg_lng]
 
 # Create a base map
-m = folium.Map(location=map_center, zoom_start=14)
+m = folium.Map(location=map_center, zoom_start=13)
 
 # Add markers for each location
 for name, coords in locations.items():