diff --git a/best_restaurants_scraping.py b/best_restaurants_scraping.py
index 25678f2..3c39f54 100644
--- a/best_restaurants_scraping.py
+++ b/best_restaurants_scraping.py
@@ -85,7 +85,7 @@ def scrap(soup):
             os.makedirs(newpath)
 
         html_path = ('/Users/oliviermeyer/Desktop/CREST/Web Scraping/HTML/Best Restaurants/' +
-                     str(datetime.date.today()) + '/' + name + '.html')
+                     str(datetime.date.today()) + '/' + name.replace('/', '-') + '.html')
 
         with open(html_path, 'wt', encoding='utf-8') as html_file:
             for line in soup.prettify():
@@ -115,6 +115,7 @@ def get_soup(url):
 
 
 def complete_scraping():
+    ic()
     url = 'https://bestrestaurantsparis.com/fr/explore/'
     soup = get_soup(url)
 
@@ -127,6 +128,19 @@ def complete_scraping():
         new_soup = get_soup(new_url)
         temporary_df = scrap(new_soup)
         df = pd.concat([df, temporary_df], ignore_index=True)
-        
+
     df = df.dropna(subset='Address')
+
+    prices = df['Price']
+    for i in range(len(prices)):
+        if 'href' in prices[i]:
+            ic()
+            df = df.drop(index=[i, i + 1])
+
+    items = df['Price']
+    for i in range(len(items)):
+        if not pd.isna(items[i]):
+            if items[i].replace('€', '') != '':
+                items[i] = items[i].split(' ')[0]
+
     return df