diff --git a/checkers-app/src/components/vote/VotingTagChart.tsx b/checkers-app/src/components/vote/VotingTagChart.tsx
new file mode 100644
index 00000000..b6d3c6e6
--- /dev/null
+++ b/checkers-app/src/components/vote/VotingTagChart.tsx
@@ -0,0 +1,108 @@
+import { PieChart, Pie, ResponsiveContainer, Cell, Legend } from "recharts";
+import { AssessedInfo } from "../../types";
+import { Typography } from "@material-tailwind/react";
+
+interface VotingTagChartProps {
+    assessedInfo: AssessedInfo | null;
+  }
+export default function VotingTagChart(Props: VotingTagChartProps)  {
+
+     const assessedInfo = Props.assessedInfo;
+     console.log(assessedInfo)
+     const totalResponse = Props.assessedInfo?.responseCount
+     const Incorrect_Tag_Data =
+        assessedInfo && totalResponse
+            ? [
+                { name: 'Tagged as Incorrect', value: assessedInfo.tagCounts.incorrect },
+                {
+                name: 'Not Tagged as Incorrect',
+                value: totalResponse - assessedInfo.tagCounts.incorrect,
+                },
+            ]
+            : [];
+
+     const Generated_Tag_Data = 
+            assessedInfo && totalResponse 
+                ? [
+                    {name: 'Tagged as Generated', value: assessedInfo.tagCounts.generated},
+                    {
+                        name: 'Not Tagged as Generated',
+                        value: totalResponse - assessedInfo.tagCounts.generated
+                    }
+                ]
+                : [];
+    
+    
+    const COLORS = ['#FFBB28', '#FF8042'];
+
+    return (
+        <div>
+            {Incorrect_Tag_Data.length > 0 && Incorrect_Tag_Data[1].value !== totalResponse && 
+            <div>
+                <Typography
+                className="text-primary-color3 dark:text-white"
+                variant="h5"
+                >
+                Incorrect Tag Analysis:
+                </Typography>
+                <ResponsiveContainer width="100%" height={200}>
+                    <PieChart width={500} height={200}>
+                        <Pie
+                            data={Incorrect_Tag_Data}
+                            cy = {120}
+                            startAngle={180}
+                            endAngle={0}
+                            innerRadius={60}
+                            outerRadius={80}
+                            fill="#8884d8"
+                            dataKey="value"
+                            label={({ value }) =>
+                                value === 0 ? null : `${value}`
+                            }
+                            labelLine = {false}
+                            >
+                            {Incorrect_Tag_Data.map((entry, index) => (
+                                <Cell key={`cell-${index}`} fill={COLORS[index % COLORS.length]} />
+                            ))}
+                        </Pie>
+                        <Legend />
+                    </PieChart>
+                </ResponsiveContainer>
+            </div>}
+            
+            {Generated_Tag_Data.length > 0 && Generated_Tag_Data[1].value !== totalResponse && 
+            <div>
+                <Typography
+                    className="text-primary-color3 dark:text-white"
+                    variant="h5"
+                    >
+                    AI Generated Tag Analysis:
+                </Typography>
+                <ResponsiveContainer width="100%" height={200}>
+                    <PieChart width={500} height={200}>
+                        <Pie
+                            data={Generated_Tag_Data}
+                            cy = {120}
+                            startAngle={180}
+                            endAngle={0}
+                            innerRadius={60}
+                            outerRadius={80}
+                            fill="#8884d8"
+                            dataKey="value"
+                            label={({ value }) =>
+                                value === 0 ? null : `${value}`
+                            }
+                            labelLine = {false}
+                            >
+                            {Generated_Tag_Data.map((entry, index) => (
+                                <Cell key={`cell-${index}`} fill={COLORS[index % COLORS.length]} />
+                            ))}
+                        </Pie>
+                        <Legend />
+                    </PieChart>
+                </ResponsiveContainer>
+            </div>}
+        </div>
+    ) 
+}
+
diff --git a/checkers-app/src/components/vote/index.tsx b/checkers-app/src/components/vote/index.tsx
index 28c7acc4..6d3c73ae 100644
--- a/checkers-app/src/components/vote/index.tsx
+++ b/checkers-app/src/components/vote/index.tsx
@@ -11,6 +11,7 @@ import CategoryRationalisation from "./Rationalisation";
 import VoteResult from "./VoteResult";
 import VotingChart from "./VotingChart";
 import CustomReply from "./CustomReply";
+import VotingTagChart from "./VotingTagChart";
 
 export default function VotePage() {
   const { checkerDetails } = useUser();
@@ -105,6 +106,7 @@ export default function VotePage() {
               </div>
             </div>
             <VotingChart assessedInfo={vote.finalStats} />
+            {(vote.finalStats?.tags ?? []).length > 0 && <VotingTagChart assessedInfo={vote.finalStats}/>}
             <CategoryRationalisation
               rationalisation={vote.finalStats?.rationalisation ?? null}
             />
diff --git a/package-lock.json b/package-lock.json
index 068a25ef..922924dd 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,8 +11,8 @@
         "dotenv": "^16.0.3",
         "eslint": "^8.32.0",
         "express": "^4.18.2",
-        "firebase": "^9.15.0",
-        "firebase-functions": "^4.2.1",
+        "firebase": "^11.0.1",
+        "firebase-functions": "^6.1.0",
         "googleapis": "^105.0.0",
         "react-phone-number-input": "^3.3.9",
         "react-select": "^5.8.0"
@@ -405,14 +405,15 @@
       }
     },
     "node_modules/@firebase/analytics": {
-      "version": "0.10.0",
-      "resolved": "https://registry.npmjs.org/@firebase/analytics/-/analytics-0.10.0.tgz",
-      "integrity": "sha512-Locv8gAqx0e+GX/0SI3dzmBY5e9kjVDtD+3zCFLJ0tH2hJwuCAiL+5WkHuxKj92rqQj/rvkBUCfA1ewlX2hehg==",
-      "dependencies": {
-        "@firebase/component": "0.6.4",
-        "@firebase/installations": "0.6.4",
-        "@firebase/logger": "0.4.0",
-        "@firebase/util": "1.9.3",
+      "version": "0.10.9",
+      "resolved": "https://registry.npmjs.org/@firebase/analytics/-/analytics-0.10.9.tgz",
+      "integrity": "sha512-FrvW6u6xDBKXUGYUy1WIUh0J9tvbppMsk90mig0JhHST8iLveKu/dIBVeVE/ZYZhmXy4fkI7SPSWvD1V0O4tXw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@firebase/component": "0.6.10",
+        "@firebase/installations": "0.6.10",
+        "@firebase/logger": "0.4.3",
+        "@firebase/util": "1.10.1",
         "tslib": "^2.1.0"
       },
       "peerDependencies": {
@@ -420,477 +421,1469 @@
       }
     },
     "node_modules/@firebase/analytics-compat": {
-      "version": "0.2.6",
-      "resolved": "https://registry.npmjs.org/@firebase/analytics-compat/-/analytics-compat-0.2.6.tgz",
-      "integrity": "sha512-4MqpVLFkGK7NJf/5wPEEP7ePBJatwYpyjgJ+wQHQGHfzaCDgntOnl9rL2vbVGGKCnRqWtZDIWhctB86UWXaX2Q==",
-      "dependencies": {
-        "@firebase/analytics": "0.10.0",
-        "@firebase/analytics-types": "0.8.0",
-        "@firebase/component": "0.6.4",
-        "@firebase/util": "1.9.3",
+      "version": "0.2.15",
+      "resolved": "https://registry.npmjs.org/@firebase/analytics-compat/-/analytics-compat-0.2.15.tgz",
+      "integrity": "sha512-C5to422Sr8FkL0MPwXcIecbMnF4o2Ll7MtoWvIm4Q/LPJvvM+tWa1DiU+LzsCdsd1/CYE9EIW9Ma3ko9XnAAYw==",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@firebase/analytics": "0.10.9",
+        "@firebase/analytics-types": "0.8.2",
+        "@firebase/component": "0.6.10",
+        "@firebase/util": "1.10.1",
         "tslib": "^2.1.0"
       },
       "peerDependencies": {
         "@firebase/app-compat": "0.x"
       }
     },
+    "node_modules/@firebase/analytics-compat/node_modules/@firebase/component": {
+      "version": "0.6.10",
+      "resolved": "https://registry.npmjs.org/@firebase/component/-/component-0.6.10.tgz",
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+      "license": "Apache-2.0",
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+        "tslib": "^2.1.0"
+      },
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+        "node": ">=18.0.0"
+      }
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+      "resolved": "https://registry.npmjs.org/@firebase/util/-/util-1.10.1.tgz",
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+      "license": "Apache-2.0",
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+      },
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+        "encodeurl": "~2.0.0",
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-        "send": "0.18.0"
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-        "get-intrinsic": "^1.0.2",
-        "object-inspect": "^1.9.0"
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+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.4",
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@@ -9385,23 +10736,23 @@
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         "require-directory": "^2.1.1",
-        "string-width": "^4.2.0",
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diff --git a/package.json b/package.json
index 32e24c78..a1f199d9 100644
--- a/package.json
+++ b/package.json
@@ -5,8 +5,8 @@
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     "eslint": "^8.32.0",
     "express": "^4.18.2",
-    "firebase": "^9.15.0",
-    "firebase-functions": "^4.2.1",
+    "firebase": "^11.0.1",
+    "firebase-functions": "^6.1.0",
     "googleapis": "^105.0.0",
     "react-phone-number-input": "^3.3.9",
     "react-select": "^5.8.0"