diff --git a/scripts/crawler.py b/scripts/crawler.py
index 3b5178c..053c388 100644
--- a/scripts/crawler.py
+++ b/scripts/crawler.py
@@ -68,7 +68,7 @@ def get_output_file():
     try:
         return pd.read_csv(args.output)
     except FileNotFoundError:
-        return pd.DataFrame(columns=["URL","Name"])
+        return pd.DataFrame(columns=["Hostname","URL","Name"])
 
 def get_blacklist_file():
     try:
@@ -94,7 +94,7 @@ def add_urls(urls):
     global output_file
     for url in urls:
         parsed_url = urllib.parse.urlparse(url)
-        if (output_file['URL'] == url).any() or parsed_url.hostname in vcsv_hostnames or not parsed_url.hostname.endswith(".onion"):
+        if (output_file['Hostname'] == parsed_url.hostname).any() or parsed_url.hostname is None or parsed_url.hostname in vcsv_hostnames or not parsed_url.hostname.endswith(".onion"):
             continue
 
         # Get information about the URL
@@ -103,13 +103,13 @@ def add_urls(urls):
             req = session.get(url)
         except requests.exceptions.ConnectionError:
             print_colors(f'[E] Dead 3rd party link: {url}. Adding anyway')
-            output_file.loc[-1] = [url, ""]
+            output_file.loc[-1] = [parsed_url.hostname, url, ""]
             output_file.index += 1
             output_file = output_file.sort_index()
             continue
 
         if "Content-Type" not in req.headers or "text/html" not in req.headers["Content-Type"]:
-            output_file.loc[-1] = [url, ""]
+            output_file.loc[-1] = [parsed_url.hostname, url, ""]
         else:
             forbidden = False
             html = BeautifulSoup(req.text, features="lxml")
@@ -121,7 +121,7 @@ def add_urls(urls):
                         forbidden = True
             if forbidden:
                 continue
-            output_file.loc[-1] = [url, title]
+            output_file.loc[-1] = [parsed_url.hostname, url, repr(title)[1:-1]]
         output_file.index += 1
         output_file = output_file.sort_index()
 
@@ -217,8 +217,13 @@ def crawl_url(url):
             crawler_file = crawler_file.sort_index()
 
 for row in verified_csv_file.itertuples():
-    vcsv_urls.append(row.URL)
-    vcsv_hostnames.append(urllib.parse.urlparse(row.URL).hostname)
+    if urllib.parse.urlparse(row.URL).scheme:
+        vcsv_urls.append(row.URL)
+        vcsv_hostnames.append(urllib.parse.urlparse(row.URL).hostname)
+    else:
+        url = "http://" + row.URL
+        vcsv_urls.append(url)
+        vcsv_hostnames.append(urllib.parse.urlparse(url).hostname)
 
 for i, url in enumerate(vcsv_urls):
     if not crawler_file[crawler_file['URL'] == url].empty: