diff --git a/frontend/src/pages/Risk/VulnerabilityBarChart.tsx b/frontend/src/pages/Risk/VulnerabilityBarChart.tsx
index 3cafd97d..5089bd4d 100644
--- a/frontend/src/pages/Risk/VulnerabilityBarChart.tsx
+++ b/frontend/src/pages/Risk/VulnerabilityBarChart.tsx
@@ -95,14 +95,7 @@ const VulnerabilityBarChart = (props: {
       if (severityLevels.includes(d.id)) {
         return d;
       }
-      if (
-        d.id === null ||
-        d.id === undefined ||
-        d.id === 'Null' ||
-        d.id === 'N/a' ||
-        d.id === 'undefined' ||
-        d.id === ''
-      ) {
+      if (!d.id || ['Null', 'N/a', 'undefined', ''].includes(d.id)) {
         return { id: 'N/A', value: d.value };
       } else {
         return { id: 'Other', value: d.value };
@@ -125,6 +118,9 @@ const VulnerabilityBarChart = (props: {
       return order.indexOf(a.id) - order.indexOf(b.id);
     });
 
+  console.log('severities', data);
+  console.log('groupedData', groupedData);
+
   useEffect(() => {
     const label =
       `${title} bar chart. ` +
diff --git a/frontend/src/pages/Vulnerabilities/Vulnerabilities.tsx b/frontend/src/pages/Vulnerabilities/Vulnerabilities.tsx
index 1f41b052..879bb5b5 100644
--- a/frontend/src/pages/Vulnerabilities/Vulnerabilities.tsx
+++ b/frontend/src/pages/Vulnerabilities/Vulnerabilities.tsx
@@ -321,21 +321,14 @@ export const Vulnerabilities: React.FC<{ groupBy?: string }> = ({
       'Other'
     ];
 
-    // To-Do: Create array(s) to handle permutations of null and N/A values
-
     const formatSeverity = (severity?: any) => {
       const titleCaseSev = titleCase(severity);
       if (severityLevels.includes(titleCaseSev)) {
         return titleCaseSev;
       }
-
       if (
-        titleCaseSev === null ||
-        titleCaseSev === undefined ||
-        titleCaseSev === 'Null' ||
-        titleCaseSev === 'N/a' ||
-        titleCaseSev === 'undefined' ||
-        titleCaseSev === ''
+        !titleCaseSev ||
+        ['Null', 'N/a', 'undefined', ''].includes(titleCaseSev)
       ) {
         return 'N/A';
       } else {
@@ -369,6 +362,10 @@ export const Vulnerabilities: React.FC<{ groupBy?: string }> = ({
       state: vuln.state + (vuln.substate ? ` (${vuln.substate})` : '')
     };
   });
+  const vulnSev = vulnerabilities.map((vuln) => vuln.severity);
+  console.log('vulnSev', vulnSev);
+  const vulRowsSev = vulRows.map((vuln) => vuln.severity);
+  console.log('vulRows', vulRowsSev);
 
   const vulCols: GridColDef[] = [
     {