diff --git a/vulnwhisp/frameworks/qualys_web.py b/vulnwhisp/frameworks/qualys_web.py
index 71a4f55..7c54bfb 100644
--- a/vulnwhisp/frameworks/qualys_web.py
+++ b/vulnwhisp/frameworks/qualys_web.py
@@ -353,54 +353,64 @@ class qualysScanReport:
     def grab_sections(self, report):
         all_dataframes = []
         dict_tracker = {}
-        dict_tracker['WEB_SCAN_VULN_BLOCK'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                                   self.WEB_SCAN_VULN_BLOCK,
-                                                                                   end=[
-                                                                                       self.WEB_SCAN_SENSITIVE_BLOCK,
-                                                                                       self.WEB_SCAN_INFO_BLOCK],
-                                                                                   pop_last=True),
-                                                           columns=self.WEB_SCAN_VULN_HEADER)
-        dict_tracker['WEB_SCAN_SENSITIVE_BLOCK'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                                        self.WEB_SCAN_SENSITIVE_BLOCK,
-                                                                                        end=[
-                                                                                            self.WEB_SCAN_INFO_BLOCK,
-                                                                                            self.WEB_SCAN_SENSITIVE_BLOCK],
-                                                                                        pop_last=True),
-                                                            columns=self.WEB_SCAN_SENSITIVE_HEADER)
-        dict_tracker['WEB_SCAN_INFO_BLOCK'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                                   self.WEB_SCAN_INFO_BLOCK,
-                                                                                   end=[self.QID_HEADER],
-                                                                                   pop_last=True),
-                                                            columns=self.WEB_SCAN_INFO_HEADER)
-        dict_tracker['QID_HEADER'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                          self.QID_HEADER,
-                                                                          end=[self.GROUP_HEADER],
-                                                                          pop_last=True),
-                                                            columns=self.QID_HEADER)
-        dict_tracker['GROUP_HEADER'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                            self.GROUP_HEADER,
-                                                                            end=[self.OWASP_HEADER],
-                                                                            pop_last=True),
-                                                            columns=self.GROUP_HEADER)
-        dict_tracker['OWASP_HEADER'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                            self.OWASP_HEADER,
-                                                                            end=[self.WASC_HEADER],
-                                                                            pop_last=True),
-                                                            columns=self.OWASP_HEADER)
-        dict_tracker['WASC_HEADER'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                           self.WASC_HEADER, end=[['APPENDIX']],
-                                                                           pop_last=True),
-                                                            columns=self.WASC_HEADER)
-
-        dict_tracker['SCAN_META'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                         self.SCAN_META,
-                                                                         end=[self.CATEGORY_HEADER],
-                                                                         pop_last=True),
-                                                            columns=self.SCAN_META)
-
-        dict_tracker['CATEGORY_HEADER'] = pd.DataFrame(self.utils.grab_section(report,
-                                                                               self.CATEGORY_HEADER),
-                                                            columns=self.CATEGORY_HEADER)
+        dict_tracker['WEB_SCAN_VULN_BLOCK'] = pd.DataFrame(
+                self.utils.grab_section(
+                    report,
+                    self.WEB_SCAN_VULN_BLOCK,
+                    end=[self.WEB_SCAN_SENSITIVE_BLOCK, self.WEB_SCAN_INFO_BLOCK],
+                    pop_last=True),
+                columns=self.WEB_SCAN_VULN_HEADER)
+        dict_tracker['WEB_SCAN_SENSITIVE_BLOCK'] = pd.DataFrame(
+                self.utils.grab_section(report,
+                    self.WEB_SCAN_SENSITIVE_BLOCK,
+                    end=[self.WEB_SCAN_INFO_BLOCK, self.WEB_SCAN_SENSITIVE_BLOCK],
+                    pop_last=True),
+                columns=self.WEB_SCAN_SENSITIVE_HEADER)
+        dict_tracker['WEB_SCAN_INFO_BLOCK'] = pd.DataFrame(
+                self.utils.grab_section(
+                    report,
+                    self.WEB_SCAN_INFO_BLOCK,
+                    end=[self.QID_HEADER],
+                    pop_last=True),
+                columns=self.WEB_SCAN_INFO_HEADER)
+        dict_tracker['QID_HEADER'] = pd.DataFrame(
+                self.utils.grab_section(
+                    report,
+                    self.QID_HEADER,
+                    end=[self.GROUP_HEADER],
+                    pop_last=True),
+                columns=self.QID_HEADER)
+        dict_tracker['GROUP_HEADER'] = pd.DataFrame(
+                self.utils.grab_section(
+                    report,
+                    self.GROUP_HEADER,
+                    end=[self.OWASP_HEADER],
+                    pop_last=True),
+                columns=self.GROUP_HEADER)
+        dict_tracker['OWASP_HEADER'] = pd.DataFrame(
+                self.utils.grab_section(
+                    report,
+                    self.OWASP_HEADER,
+                    end=[self.WASC_HEADER],
+                    pop_last=True),
+                columns=self.OWASP_HEADER)
+        dict_tracker['WASC_HEADER'] = pd.DataFrame(
+                self.utils.grab_section(
+                    report,
+                    self.WASC_HEADER,
+                    end=[['APPENDIX']],
+                    pop_last=True),
+                columns=self.WASC_HEADER)
+        dict_tracker['SCAN_META'] = pd.DataFrame(
+                self.utils.grab_section(report,
+                    self.SCAN_META,
+                    end=[self.CATEGORY_HEADER],
+                    pop_last=True),
+                columns=self.SCAN_META)
+        dict_tracker['CATEGORY_HEADER'] = pd.DataFrame(
+                self.utils.grab_section(report,
+                    self.CATEGORY_HEADER),
+                columns=self.CATEGORY_HEADER)
         all_dataframes.append(dict_tracker)
 
         return all_dataframes