diff --git a/Forums/Utilities/utilities.py b/Forums/Utilities/utilities.py
index 659e456..2c2d89f 100644
--- a/Forums/Utilities/utilities.py
+++ b/Forums/Utilities/utilities.py
@@ -195,12 +195,16 @@ def cleanLink(originalLink):
 
 def organizeTopics(forum, nm, board, author, topic, views, posts, href, addDate):
 
-    day = time.strftime("%m/%d/%Y")
-    ahora = time.strftime("%I:%M:%S")
-
     rw = []
 
+    current_time = datetime.now()
+    day = current_time.strftime("%m/%d/%Y")
+
     for n in range(nm):
+
+        current_time += timedelta(seconds=2)
+        ahora = current_time.strftime("%I:%M:%S")
+
         lne = forum                                             # 0
         lne += ","
         lne += board                                            # 1
@@ -400,19 +404,19 @@ def cleanHTML(driver, html):
     ]
 
     # remove images
-    clean_html = re.sub(r"<svg.*?>", "", clean_html)
+    clean_html = re.sub(r"<svg[\s\S]*?svg>", "", clean_html)
     for fmat in formats:
-        clean_html = re.sub(r"<object.*" + fmat + ".*?>", "", clean_html)
-    clean_html = re.sub(r"<canvas.*?>", "", clean_html)
+        clean_html = re.sub(r"<object.*" + fmat + "[\s\S]*?object>", "", clean_html)
+    clean_html = re.sub(r"<canvas[\s\S]*?canvas>", "", clean_html)
 
     # remove JavaScript
-    clean_html = re.sub(r"<script.*?>", "", clean_html)
-    clean_html = re.sub(r"<object.*javascript.*?>", "", clean_html)
-    clean_html = re.sub(r"<aplet.*mayscript?>", "", clean_html)
-    clean_html = re.sub(r"<embed.*scriptable?>", "", clean_html)
+    clean_html = re.sub(r"<script[\s\S]*?script>", "", clean_html)
+    clean_html = re.sub(r"<object.*javascript[\s\S]*?object>", "", clean_html)
+    clean_html = re.sub(r"<aplet.*mayscript[\s\S]*?aplet>", "", clean_html)
+    clean_html = re.sub(r"<embed.*scriptable[\s\S]*?embed>", "", clean_html)
 
     # image and JavaScript
-    clean_html = re.sub(r"<div[^>]*style=\"[^\"]*background-image.*?>|background-image:url\(\'(.*?)\'\);", "", clean_html)
+    clean_html = re.sub(r"<div[^>]*style=\"[^\"]*background-image[\s\S]*?div>", "", clean_html)
 
     return clean_html
 
diff --git a/MarketPlaces/AnonMarket/crawler_selenium.py b/MarketPlaces/AnonMarket/crawler_selenium.py
index 42d8e49..e5f5a3d 100644
--- a/MarketPlaces/AnonMarket/crawler_selenium.py
+++ b/MarketPlaces/AnonMarket/crawler_selenium.py
@@ -159,9 +159,8 @@ def getNameFromURL(url):
 #as you can see they are categories of products
 def getInterestedLinks():
     links = []
-    # # Software
-    # links.append('http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion/category/civil_softwares')
-    # # Malware
+
+    # Malware
     links.append('http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion/category/malware')
     # # Bootkits
     # links.append('http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion/category/bootkits')
@@ -195,6 +194,8 @@ def getInterestedLinks():
     # links.append('http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion/category/exploit_kit')
     # # Security
     # links.append('http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion/category/security')
+    # # Ransomware
+    # links.append('http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion/category/ransomware')
 
     return links
 
diff --git a/MarketPlaces/AnonMarket/parser.py b/MarketPlaces/AnonMarket/parser.py
index c5c7f6d..997d43e 100644
--- a/MarketPlaces/AnonMarket/parser.py
+++ b/MarketPlaces/AnonMarket/parser.py
@@ -49,26 +49,29 @@ def AnonMarket_description_parser(soup):
     info_div = soup.find('div', {'class': 'information'})
     table = info_div.find('table') if info_div else None
 
-    if table:
-        # Find all table rows
-        rows = table.find_all('tr')
-
-        # Parse each row to get relevant data
-        data = {}
-        for row in rows:
-            columns = row.find_all('td')
-            if len(columns) == 3:
-                key = columns[0].text.strip()
-                value = columns[2].text.strip()
-                data[key] = value
-
-        # Extract specific data from the dictionary and assign them to individual variables
-        vendor = data.get('Vendor', '-1')
-        shipFrom = data.get('Location', '-1')
-        shipTo = data.get('Ships to', '-1')
-        category = data.get('Category', '-1')
-        USD = data.get('Price', '-1').split()[0]
-        left = data.get('Stock', '-1')
+    # Find all table rows
+    rows = table.find_all('tr')
+
+    # Parse each row to get relevant data
+    data = {}
+    for row in rows:
+        columns = row.find_all('td')
+        if len(columns) == 3:
+            key = columns[0].text.strip()
+            value = columns[2].text.strip()
+            data[key] = value
+
+    # Extract specific data from the dictionary and assign them to individual variables
+    vendor = data.get('Vendor', '-1')
+    shipFrom = data.get('Location', '-1')
+    shipTo = data.get('Ships to', '-1')
+    category = data.get('Category', '-1')
+    USD = data.get('Price', '-1').split()[0]
+    left = data.get('Stock', '-1')
+
+    # image
+    image = soup.find('img', {"class": "bigthumbnail"})
+    image = image.get('src').split('base64,')[-1]
 
     # Populating the final variable (this should be a list with all fields scraped)
     row = (vendor, rating_vendor, success, name, describe, CVE, MS, category, views, reviews, rating_item, addDate,
@@ -111,51 +114,55 @@ def AnonMarket_listing_parser(soup):
     href = []                                 # 22 Product_Links
     base_url = "http://2r7wa5og3ly4umqhmmqqytae6bufl5ql5kz7sorndpqtrkc2ri7tohad.onion"
 
+    cat = soup.find("div", {'class': 'heading'}).text
+
     products_list = soup.find_all('div', {'class': 'item'})
     nm = 0
     for product in products_list:
-        try:
-            name_of_product = product.find("div", {"class": "title"}).text.strip()
-            name.append(name_of_product)
-
-            name_of_vendor = product.find("a", {'class': 'seller'}).text.strip()
-            vendor.append(name_of_vendor)
-
-            cat = soup.find("div", {'class': 'heading'}).text
-            category.append(cat)
-
-            product_link_element = product.find("div", {"class": "title"}).find_parent('a')
-            if product_link_element:
-                link = product_link_element['href']
-                if "/product/" in link and "/user/" not in link:
-                    full_link = base_url + link
-                    href.append(full_link)
-                else:
-                    href.append("-1")
-            else:
-                href.append("-1")
-
-            # Append '-1' for unavailable data
-            rating_vendor.append("-1")
-            success.append("-1")
-            CVE.append("-1")
-            MS.append("-1")
-            describe.append("-1")
-            views.append("-1")
-            reviews.append("-1")
-            addDate.append("-1")
-            BTC.append("-1")
-            EURO.append("-1")
-            sold.append("-1")
-            qLeft.append("-1")
-            shipFrom.append("-1")
-            shipTo.append("-1")
-
-            nm += 1
-
-        except AttributeError as e:
-            print("I'm somewhere I don't belong. I'm going to leave")
-            continue
+        name_of_product = product.find("div", {"class": "title"}).text.strip()
+        name.append(name_of_product)
+
+        name_of_vendor = product.find("a", {'class': 'seller'}).text.strip()
+        vendor.append(name_of_vendor)
+
+        category.append(cat)
+
+        tbody = product.find('div', {"class": "info"}).find('tbody')
+
+        # rating_item
+        width = tbody.find('div', {"class": "stars2"}).get('style')
+        rating_item.append(cleanNumbers(width.strip()))
+
+        tr = tbody.findAll('tr', recursive=False)
+        td = tr[2].findAll('td')
+
+        # sold
+        sold.append(td[0].text.strip())
+
+        # reviews
+        reviews.append(td[1].text.strip())
+
+        product_link_element = product.find("div", {"class": "title"}).find_parent('a')
+        link = product_link_element['href']
+        full_link = base_url + link
+        href.append(full_link)
+
+        # Append '-1' for unavailable data
+        rating_vendor.append("-1")
+        success.append("-1")
+        CVE.append("-1")
+        MS.append("-1")
+        describe.append("-1")
+        views.append("-1")
+        addDate.append("-1")
+        BTC.append("-1")
+        USD.append("-1")
+        EURO.append("-1")
+        qLeft.append("-1")
+        shipFrom.append("-1")
+        shipTo.append("-1")
+
+        nm += 1
 
     # Populate the final variable (this should be a list with all fields scraped)
     return organizeProducts(mktName, nm, vendor, rating_vendor, success, name, CVE, MS, category, describe, views,
diff --git a/MarketPlaces/DB_Connection/db_connection.py b/MarketPlaces/DB_Connection/db_connection.py
index eb4d996..74b1be5 100644
--- a/MarketPlaces/DB_Connection/db_connection.py
+++ b/MarketPlaces/DB_Connection/db_connection.py
@@ -266,7 +266,7 @@ def create_items(cur, row, marketId, vendorId):
 
             recset = cur.fetchall()
 
-            #decode_decrypt_image_in_base64(recset[0][20])
+            # decode_decrypt_image_in_base64(recset[0][20])
 
             if (str(recset[0][4]) != str(row[5] if row[5] != '-1' else None) or str(recset[0][5]) != str(row[6] if row[6] != '-1' else None) or
                 str(recset[0][6]) != str(row[7] if row[7] != '-1' else None) or str(recset[0][7]) != str(row[8] if row[8] != '-1' else None) or
@@ -332,7 +332,7 @@ def create_items(cur, row, marketId, vendorId):
                                  'shippedto_item': row[19] if row[19] != '-1' else None,
                                  'dateinserted_item': row[23],
                                  'lastseen_item': row[23],
-                                 'image_item': row[20],
+                                 'image_item': row[20] if row[20] != '-1' else None,
                                  'itemId': itemId})
 
 
diff --git a/MarketPlaces/Utilities/utilities.py b/MarketPlaces/Utilities/utilities.py
index fb9b122..77312f6 100644
--- a/MarketPlaces/Utilities/utilities.py
+++ b/MarketPlaces/Utilities/utilities.py
@@ -8,8 +8,6 @@ import base64
 import io
 import configparser
 from datetime import datetime, timedelta
-import datetime as fulldatetime
-from bs4 import BeautifulSoup
 from lxml import html as lxml
 from selenium.webdriver.common.by import By
 from Crypto.Cipher import AES
@@ -246,11 +244,14 @@ def organizeProducts(marketplace, nm, vendor, rating_vendor, success_vendor, nom
 
     rw = []
 
-    day = time.strftime("%m/%d/%Y")
-    ahora = time.strftime("%I:%M:%S")
+    current_time = datetime.now()
+    day = current_time.strftime("%m/%d/%Y")
 
     for n in range(nm):
 
+        current_time += timedelta(seconds=2)
+        ahora = current_time.strftime("%I:%M:%S")
+
         lne = marketplace                                                       # 0
         lne += ","
         lne += vendor[n]                                                        # 1
@@ -422,19 +423,19 @@ def cleanHTML(driver, html):
     ]
 
     # remove images
-    clean_html = re.sub(r"<svg.*?>", "", clean_html)
+    clean_html = re.sub(r"<svg[\s\S]*?svg>", "", clean_html)
     for fmat in formats:
-        clean_html = re.sub(r"<object.*" + fmat + ".*?>", "", clean_html)
-    clean_html = re.sub(r"<canvas.*?>", "", clean_html)
+        clean_html = re.sub(r"<object.*" + fmat + "[\s\S]*?object>", "", clean_html)
+    clean_html = re.sub(r"<canvas[\s\S]*?canvas>", "", clean_html)
 
     # remove JavaScript
-    clean_html = re.sub(r"<script.*?>", "", clean_html)
-    clean_html = re.sub(r"<object.*javascript.*?>", "", clean_html)
-    clean_html = re.sub(r"<aplet.*mayscript?>", "", clean_html)
-    clean_html = re.sub(r"<embed.*scriptable?>", "", clean_html)
+    clean_html = re.sub(r"<script[\s\S]*?script>", "", clean_html)
+    clean_html = re.sub(r"<object.*javascript[\s\S]*?object>", "", clean_html)
+    clean_html = re.sub(r"<aplet.*mayscript[\s\S]*?aplet>", "", clean_html)
+    clean_html = re.sub(r"<embed.*scriptable[\s\S]*?embed>", "", clean_html)
 
     # image and JavaScript
-    clean_html = re.sub(r"<div[^>]*style=\"[^\"]*background-image.*?>|background-image:url\(\'(.*?)\'\);", "", clean_html)
+    clean_html = re.sub(r"<div[^>]*style=\"[^\"]*background-image[\s\S]*?div>", "", clean_html)
 
     return clean_html