diff --git a/backend/package-lock.json b/backend/package-lock.json
index 01da37c..c8d0298 100644
--- a/backend/package-lock.json
+++ b/backend/package-lock.json
@@ -9,6 +9,7 @@
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@@ -185,6 +517,20 @@
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+      "resolved": "https://registry.npmjs.org/make-dir/-/make-dir-3.1.0.tgz",
+      "integrity": "sha512-g3FeP20LNwhALb/6Cz6Dd4F2ngze0jz7tbzrD2wAV+o9FeNHe4rL+yK2md0J/fiSf1sa1ADhXqi5+oVwOM/eGw==",
+      "dependencies": {
+        "semver": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/make-dir/node_modules/semver": {
+      "version": "6.3.1",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
     "node_modules/make-error": {
       "version": "1.3.6",
       "resolved": "https://registry.npmjs.org/make-error/-/make-error-1.3.6.tgz",
@@ -1587,7 +2091,6 @@
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
       "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
-      "dev": true,
       "dependencies": {
         "brace-expansion": "^1.1.7"
       },
@@ -1604,11 +2107,41 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/minipass": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/minipass/-/minipass-5.0.0.tgz",
+      "integrity": "sha512-3FnjYuehv9k6ovOEbyOswadCDPX1piCfhV8ncmYtHOjuPwylVWsghTLo7rabjC3Rx5xD4HDx8Wm1xnMF7S5qFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/minizlib": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/minizlib/-/minizlib-2.1.2.tgz",
+      "integrity": "sha512-bAxsR8BVfj60DWXHE3u30oHzfl4G7khkSuPW+qvpd7jFRHm7dLxOjUk1EHACJ/hxLY8phGJ0YhYHZo7jil7Qdg==",
+      "dependencies": {
+        "minipass": "^3.0.0",
+        "yallist": "^4.0.0"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/minizlib/node_modules/minipass": {
+      "version": "3.3.6",
+      "resolved": "https://registry.npmjs.org/minipass/-/minipass-3.3.6.tgz",
+      "integrity": "sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw==",
+      "dependencies": {
+        "yallist": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/mkdirp": {
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-1.0.4.tgz",
       "integrity": "sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==",
-      "dev": true,
       "bin": {
         "mkdirp": "bin/cmd.js"
       },
@@ -1659,6 +2192,20 @@
         }
       }
     },
+    "node_modules/nopt": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/nopt/-/nopt-5.0.0.tgz",
+      "integrity": "sha512-Tbj67rffqceeLpcRXrT7vKAN8CwfPeIBgM7E6iBkmKLV7bEMwpGgYLGv0jACUsECaa/vuxP0IjEont6umdMgtQ==",
+      "dependencies": {
+        "abbrev": "1"
+      },
+      "bin": {
+        "nopt": "bin/nopt.js"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/normalize-path": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/normalize-path/-/normalize-path-3.0.0.tgz",
@@ -1668,6 +2215,18 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/npmlog": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/npmlog/-/npmlog-5.0.1.tgz",
+      "integrity": "sha512-AqZtDUWOMKs1G/8lwylVjrdYgqA4d9nu8hc+0gzRxlDb1I10+FHBGMXs6aiQHFdCUUlqH99MUMuLfzWDNDtfxw==",
+      "deprecated": "This package is no longer supported.",
+      "dependencies": {
+        "are-we-there-yet": "^2.0.0",
+        "console-control-strings": "^1.1.0",
+        "gauge": "^3.0.0",
+        "set-blocking": "^2.0.0"
+      }
+    },
     "node_modules/object-assign": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz",
@@ -1708,7 +2267,6 @@
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/once/-/once-1.4.0.tgz",
       "integrity": "sha512-lNaJgI+2Q5URQBkccEKHTQOPaXdUxnZZElQTZY0MFUAuaEqe1E+Nyvgdz/aIyNi6Z9MzO5dv1H8n58/GELp3+w==",
-      "dev": true,
       "dependencies": {
         "wrappy": "1"
       }
@@ -1725,7 +2283,6 @@
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/path-is-absolute/-/path-is-absolute-1.0.1.tgz",
       "integrity": "sha512-AVbw3UJ2e9bq64vSaS9Am0fje1Pa8pbGqTTsmXfaIiMpnr5DlDhfJOuLj9Sf95ZPVDAUerDfEk88MPmPe7UCQg==",
-      "dev": true,
       "engines": {
         "node": ">=0.10.0"
       }
@@ -1884,6 +2441,14 @@
       "integrity": "sha512-i/hbxIE9803Alj/6ytL7UHQxRvZkI9O4Sy+J3HGc4F4oo/2eQAjTSNJ0bfxyse3bH0nuVesCk+3IRLaMtG3H6w==",
       "dev": true
     },
+    "node_modules/progress": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/progress/-/progress-2.0.3.tgz",
+      "integrity": "sha512-7PiHtLll5LdnKIMw100I+8xJXR5gW2QwWYkT6iJva0bXitZKa/XMrSbdmg3r2Xnaidz9Qumd0VPaMrZlF9V9sA==",
+      "engines": {
+        "node": ">=0.4.0"
+      }
+    },
     "node_modules/proxy-addr": {
       "version": "2.0.7",
       "resolved": "https://registry.npmjs.org/proxy-addr/-/proxy-addr-2.0.7.tgz",
@@ -1938,6 +2503,19 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/readable-stream": {
+      "version": "3.6.2",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz",
+      "integrity": "sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==",
+      "dependencies": {
+        "inherits": "^2.0.3",
+        "string_decoder": "^1.1.1",
+        "util-deprecate": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/readdirp": {
       "version": "3.6.0",
       "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz",
@@ -1950,11 +2528,15 @@
         "node": ">=8.10.0"
       }
     },
+    "node_modules/regenerator-runtime": {
+      "version": "0.13.11",
+      "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.13.11.tgz",
+      "integrity": "sha512-kY1AZVr2Ra+t+piVaJ4gxaFaReZVH40AKNo7UCX6W+dEwBo/2oZJzqfuN1qLq1oL45o56cPaTXELwrTh8Fpggg=="
+    },
     "node_modules/require-directory": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/require-directory/-/require-directory-2.1.1.tgz",
       "integrity": "sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==",
-      "dev": true,
       "engines": {
         "node": ">=0.10.0"
       }
@@ -1981,7 +2563,6 @@
       "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-2.7.1.tgz",
       "integrity": "sha512-uWjbaKIK3T1OSVptzX7Nl6PvQ3qAGtKEtVRjRuazjfL3Bx5eI409VZSqgND+4UNnmzLVdPj9FqFJNPqBZFve4w==",
       "deprecated": "Rimraf versions prior to v4 are no longer supported",
-      "dev": true,
       "dependencies": {
         "glob": "^7.1.3"
       },
@@ -2013,6 +2594,22 @@
       "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
       "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg=="
     },
+    "node_modules/seedrandom": {
+      "version": "3.0.5",
+      "resolved": "https://registry.npmjs.org/seedrandom/-/seedrandom-3.0.5.tgz",
+      "integrity": "sha512-8OwmbklUNzwezjGInmZ+2clQmExQPvomqjL7LFqOYqtmuxRgQYqOD3mHaU+MvZn5FLUeVxVfQjwLZW/n/JFuqg=="
+    },
+    "node_modules/semver": {
+      "version": "7.6.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.3.tgz",
+      "integrity": "sha512-oVekP1cKtI+CTDvHWYFUcMtsK/00wmAEfyqKfNdARm8u1wNVhSgaX7A8d4UuIlUI5e84iEwOhs7ZPYRmzU9U6A==",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/send": {
       "version": "0.19.0",
       "resolved": "https://registry.npmjs.org/send/-/send-0.19.0.tgz",
@@ -2063,6 +2660,11 @@
         "node": ">= 0.8.0"
       }
     },
+    "node_modules/set-blocking": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/set-blocking/-/set-blocking-2.0.0.tgz",
+      "integrity": "sha512-KiKBS8AnWGEyLzofFfmvKwpdPzqiy16LvQfK3yv/fVH7Bj13/wl3JSR1J+rfgRE9q7xUJK4qvgS8raSOeLUehw=="
+    },
     "node_modules/set-function-length": {
       "version": "1.2.2",
       "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.2.2.tgz",
@@ -2110,6 +2712,11 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/signal-exit": {
+      "version": "3.0.7",
+      "resolved": "https://registry.npmjs.org/signal-exit/-/signal-exit-3.0.7.tgz",
+      "integrity": "sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ=="
+    },
     "node_modules/socket.io": {
       "version": "4.7.5",
       "resolved": "https://registry.npmjs.org/socket.io/-/socket.io-4.7.5.tgz",
@@ -2238,6 +2845,11 @@
         "node": ">= 10.x"
       }
     },
+    "node_modules/sprintf-js": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/sprintf-js/-/sprintf-js-1.0.3.tgz",
+      "integrity": "sha512-D9cPgkvLlV3t3IzL0D0YLvGA9Ahk4PcvVwUbN0dSGr1aP0Nrt4AEnTUbuGvquEC0mA64Gqt1fzirlRs5ibXx8g=="
+    },
     "node_modules/statuses": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.1.tgz",
@@ -2246,11 +2858,18 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/string_decoder": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
+      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
+      "dependencies": {
+        "safe-buffer": "~5.2.0"
+      }
+    },
     "node_modules/string-width": {
       "version": "4.2.3",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
       "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-      "dev": true,
       "dependencies": {
         "emoji-regex": "^8.0.0",
         "is-fullwidth-code-point": "^3.0.0",
@@ -2264,7 +2883,6 @@
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
       "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
-      "dev": true,
       "dependencies": {
         "ansi-regex": "^5.0.1"
       },
@@ -2290,6 +2908,17 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/supports-color": {
+      "version": "7.2.0",
+      "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
+      "integrity": "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==",
+      "dependencies": {
+        "has-flag": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/supports-preserve-symlinks-flag": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz",
@@ -2302,6 +2931,22 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/tar": {
+      "version": "6.2.1",
+      "resolved": "https://registry.npmjs.org/tar/-/tar-6.2.1.tgz",
+      "integrity": "sha512-DZ4yORTwrbTj/7MZYq2w+/ZFdI6OZ/f9SFHR+71gIVUZhOQPHzVCLpvRnPgyaMpfWxxk/4ONva3GQSyNIKRv6A==",
+      "dependencies": {
+        "chownr": "^2.0.0",
+        "fs-minipass": "^2.0.0",
+        "minipass": "^5.0.0",
+        "minizlib": "^2.1.1",
+        "mkdirp": "^1.0.3",
+        "yallist": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "node_modules/to-regex-range": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
@@ -2461,6 +3106,11 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
+    },
     "node_modules/utils-merge": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
@@ -2508,11 +3158,18 @@
         "webidl-conversions": "^3.0.0"
       }
     },
+    "node_modules/wide-align": {
+      "version": "1.1.5",
+      "resolved": "https://registry.npmjs.org/wide-align/-/wide-align-1.1.5.tgz",
+      "integrity": "sha512-eDMORYaPNZ4sQIuuYPDHdQvf4gyCF9rEEV/yPxGfwPkRodwEgiMUUXTx/dex+Me0wxx53S+NgUHaP7y3MGlDmg==",
+      "dependencies": {
+        "string-width": "^1.0.2 || 2 || 3 || 4"
+      }
+    },
     "node_modules/wrap-ansi": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
       "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
-      "dev": true,
       "dependencies": {
         "ansi-styles": "^4.0.0",
         "string-width": "^4.1.0",
@@ -2528,8 +3185,7 @@
     "node_modules/wrappy": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
-      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
-      "dev": true
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
     },
     "node_modules/ws": {
       "version": "8.17.1",
@@ -2563,11 +3219,15 @@
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
       "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
-      "dev": true,
       "engines": {
         "node": ">=10"
       }
     },
+    "node_modules/yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+    },
     "node_modules/yargs": {
       "version": "17.7.2",
       "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
diff --git a/backend/package.json b/backend/package.json
index 0a88bc1..f0248dd 100644
--- a/backend/package.json
+++ b/backend/package.json
@@ -15,6 +15,7 @@
   "author": "",
   "license": "ISC",
   "dependencies": {
+    "@tensorflow/tfjs-node": "^4.22.0",
     "@types/express": "^4.17.21",
     "axios": "^1.7.7",
     "express": "^4.21.0",
@@ -34,4 +35,4 @@
     "dotenv": "^16.4.5",
     "ts-node-dev": "^2.0.0"
   }
-}
\ No newline at end of file
+}
diff --git a/backend/src/analysis/argumentScoreHandler.ts b/backend/src/analysis/argumentScoreHandler.ts
new file mode 100644
index 0000000..00de0ca
--- /dev/null
+++ b/backend/src/analysis/argumentScoreHandler.ts
@@ -0,0 +1,200 @@
+import { ReactionForGraph, getReactionsForGraph } from "../db/operations/reactionOperations";
+import { cosineSimilarityMatrix } from "../utils/math";
+
+
+interface ArgumentScore {
+  argumentId: string;
+  consensusScore: number;
+  fragmentationScore: number;
+  clarityScore: number;
+}
+
+export async function getArgumentScores(graphId: string): Promise<ArgumentScore[]> {
+  const reactionArray: ReactionForGraph[] = await getReactionsForGraph(graphId);
+  const minimumVotesUser = 3;
+  const minimumVotesArgument = 2;
+
+  // Count votes for each user and each argument
+  const userVoteCounts = new Map<string, number>();
+  const argumentVoteCounts = new Map<string, number>();
+
+  for (const reaction of reactionArray) {
+    if (reaction.type === 'agree' || reaction.type === 'disagree') {
+      userVoteCounts.set(reaction.userId, (userVoteCounts.get(reaction.userId) || 0) + 1);
+      argumentVoteCounts.set(reaction.argumentId, (argumentVoteCounts.get(reaction.argumentId) || 0) + 1);
+    }
+  }
+
+  // Filter reactions
+  const filteredReactions = reactionArray.filter(reaction => {
+    const userVoteCount = userVoteCounts.get(reaction.userId) || 0;
+    const argumentVoteCount = argumentVoteCounts.get(reaction.argumentId) || 0;
+    return userVoteCount >= minimumVotesUser && argumentVoteCount >= minimumVotesArgument;
+  });
+
+  // Create maps for user and argument indices
+  const userIndexMap = new Map<string, number>();
+  const argumentIndexMap = new Map<string, number>();
+
+  // Fill the maps
+  let userIndex = 0;
+  let argumentIndex = 0;
+
+  for (const reaction of filteredReactions) {
+    if (!userIndexMap.has(reaction.userId)) {
+      userIndexMap.set(reaction.userId, userIndex);
+      userIndex++;
+    }
+    if (!argumentIndexMap.has(reaction.argumentId)) {
+      argumentIndexMap.set(reaction.argumentId, argumentIndex);
+      argumentIndex++;
+    }
+  }
+
+  // Initialize the voting matrix and unclear matrix
+  const userCount = userIndexMap.size;
+  const argumentCount = argumentIndexMap.size;
+
+  const votingMatrix = new Array(userCount).fill(0).map(() => new Array(argumentCount).fill(0));
+  const unclearMatrix = new Array(userCount).fill(0).map(() => new Array(argumentCount).fill(0));
+
+  // Fill the matrices
+  for (const reaction of filteredReactions) {
+    const argumentIdx = argumentIndexMap.get(reaction.argumentId)!;
+    const userIdx = userIndexMap.get(reaction.userId)!;
+    if (reaction.type === 'agree') {
+      votingMatrix[userIdx][argumentIdx] = 1;
+    }
+    else if (reaction.type === 'disagree') {
+      votingMatrix[userIdx][argumentIdx] = -1;
+    }
+    else if (reaction.type === 'unclear') {
+      unclearMatrix[userIdx][argumentIdx] = 1;
+    }
+    else {
+      throw new Error('Invalid reaction type');
+    }
+  }
+
+  // Calculate the user similarity matrix
+  const userSimilarityMatrix: number[][] = cosineSimilarityMatrix(votingMatrix);
+
+  // Calculate the argument scores for each argument
+  const argumentScores: {
+    argumentId: string,
+    consensusScore: number,
+    fragmentationScore: number
+    clarityScore: number
+  }[] = [];
+
+  argumentIndexMap.forEach((argumentIndex, argumentId) => {
+    //Identify users who voted on this argument
+    const usersWhoVoted: number[] = [];
+    for (let i = 0; i < userCount; i++) {
+      if (votingMatrix[i][argumentIndex] !== 0) {
+        usersWhoVoted.push(i);
+      }
+    }
+    const votes = usersWhoVoted.map(i => votingMatrix[i][argumentIndex]);
+
+    if (usersWhoVoted.length >= 2) {
+
+      // Get smaller matrices for just the users who voted
+      const userSimilarities = usersWhoVoted.map(i =>
+        usersWhoVoted.map(j => userSimilarityMatrix[i][j])
+      );
+      const userAgreementMatrix = votes.map(voteI =>
+        votes.map(voteJ => (voteI === voteJ ? 1 : 0))
+      );
+      const userDisagreementMatrix = votes.map(voteI =>
+        votes.map(voteJ => (voteI === -voteJ ? 1 : 0))
+      );
+
+      // Compute individual user scores (to be aggregated as the final argument score later)
+      const userConsensusScores = new Array(usersWhoVoted.length).fill(0);
+      const userFragmentationScores = new Array(usersWhoVoted.length).fill(0);
+      const userUniquenessScores = new Array(usersWhoVoted.length).fill(0);
+      const userUnclearScores = new Array(usersWhoVoted.length).fill(0);
+
+      for (let i = 0; i < usersWhoVoted.length; i++) {
+        // Partition users into in-group and out-group
+        const inGroup: number[] = [];
+        const outGroup: number[] = [];
+        for (let j = 0; j < usersWhoVoted.length; j++) {
+          const similarity = userSimilarities[i][j];
+          if (similarity > 0) {
+            inGroup.push(j);
+          } else if (similarity < 0) {
+            outGroup.push(j);
+          }
+        }
+
+        // Calculate user consensus score
+        if (outGroup.length > 0) {
+          let consensusSum = 0
+          let outgroupWeightedSize = 0;
+          for (const j of outGroup) {
+            consensusSum += userAgreementMatrix[i][j] * userSimilarities[i][j];
+            outgroupWeightedSize += userSimilarities[i][j];
+          }
+          userConsensusScores[i] = consensusSum / outgroupWeightedSize;
+        }
+        else {
+          userConsensusScores[i] = 0;
+        }
+
+        // Calculate user fragmentation score
+        let fragmentationSum = 0;
+        let ingroupWeightedSize = 0;
+        for (const j of inGroup) { // inGroup.length is always > 0 (includes self)
+          fragmentationSum += userDisagreementMatrix[i][j] * userSimilarities[i][j];
+          ingroupWeightedSize += userSimilarities[i][j];
+        }
+        userFragmentationScores[i] = fragmentationSum / ingroupWeightedSize;
+
+
+        // Calculate user uniqueness score
+        userUniquenessScores[i] = 1 / ingroupWeightedSize
+
+        // Get user unclear score
+        userUnclearScores[i] = unclearMatrix[usersWhoVoted[i]][argumentIndex];
+      }
+
+      // Aggregate user scores to get argument scores
+      // Weighted average of user scores, weighted by uniqueness score
+
+      // Calculate argument consensus score
+      let weightedConsensusSum = 0;
+      let uniquenessSum = 0;
+      for (let i = 0; i < usersWhoVoted.length; i++) {
+        weightedConsensusSum += userConsensusScores[i] * userUniquenessScores[i];
+        uniquenessSum += userUniquenessScores[i];
+      }
+      const argumentConsensusScore = weightedConsensusSum / uniquenessSum;
+
+      // Calculate argument fragmentation score
+      let weightedFragmentationSum = 0;
+      for (let i = 0; i < usersWhoVoted.length; i++) {
+        weightedFragmentationSum += userFragmentationScores[i] * userUniquenessScores[i];
+      }
+      // Score is multiplied by 2 to scale it to the range [0, 1]
+      const argumentFragmentationScore = (weightedFragmentationSum / uniquenessSum) * 2;
+
+      // Calculate argument clarity score
+      let unclearSum = 0;
+      for (let i = 0; i < usersWhoVoted.length; i++) {
+        unclearSum += userUnclearScores[i] * userUniquenessScores[i];
+      }
+      const argumentClarityScore = 1 - (unclearSum / uniquenessSum);
+
+      argumentScores.push({
+        argumentId,
+        consensusScore: argumentConsensusScore,
+        fragmentationScore: argumentFragmentationScore,
+        clarityScore: argumentClarityScore
+      });
+    }
+  });
+
+  return argumentScores;
+}
\ No newline at end of file
diff --git a/backend/src/db/operations/graphOperations.ts b/backend/src/db/operations/graphOperations.ts
index 03f0bcf..f24cec7 100644
--- a/backend/src/db/operations/graphOperations.ts
+++ b/backend/src/db/operations/graphOperations.ts
@@ -1,6 +1,7 @@
 import { query } from '../db';
 import { generateGraphId } from '../idGenerator';
 import { Argument, Edge, Graph } from '../../.shared/types';
+import { getArgumentScores } from '../../analysis/argumentScoreHandler';
 
 export async function createGraph(name: string, authorId: string): Promise<string> {
   const id = generateGraphId();
@@ -60,6 +61,20 @@ export async function getGraphData(graphId: string, userId: string): Promise<Gra
     });
   }
 
+  // Get argument scores
+  // TODO: Make sure this is efficient
+  const argumentScores = await getArgumentScores(graphId);
+  const scoresMap = new Map(
+    argumentScores.map(score => [
+      score.argumentId,
+      {
+        consensus: score.consensusScore,
+        fragmentation: score.fragmentationScore,
+        clarity: score.clarityScore
+      }
+    ])
+  );
+
   const args: Argument[] = argumentsResult.rows.map((row: { id: string; graph_id: string; statement: string; embedding: number[], author_id: string }) => ({
     id: row.id,
     graphId: row.graph_id,
@@ -67,7 +82,8 @@ export async function getGraphData(graphId: string, userId: string): Promise<Gra
     embedding: row.embedding,
     authorId: row.author_id,
     reactionCounts: reactionCountsMap.get(row.id) || { agree: 0, disagree: 0, unclear: 0 },
-    userReaction: userReactionsMap.get(row.id)
+    userReaction: userReactionsMap.get(row.id),
+    score: scoresMap.get(row.id)
   }));
 
   const links: Edge[] = edgesResult.rows.map((row: { id: string; graph_id: string; source_id: string; target_id: string }) => ({
diff --git a/backend/src/db/operations/reactionOperations.ts b/backend/src/db/operations/reactionOperations.ts
index 8ba0ee1..9c739a5 100644
--- a/backend/src/db/operations/reactionOperations.ts
+++ b/backend/src/db/operations/reactionOperations.ts
@@ -37,4 +37,28 @@ export async function removeReaction(
     'DELETE FROM reactions WHERE user_id = $1 AND argument_id = $2 AND type = $3',
     [userId, argumentId, type]
   );
+}
+
+export interface ReactionForGraph {
+  userId: string;
+  argumentId: string;
+  type: string;
+}
+
+export async function getReactionsForGraph(
+  graphId: string
+): Promise<ReactionForGraph[]> {
+  const result = await query(
+    `SELECT user_id, argument_id, type
+     FROM reactions
+     JOIN arguments ON reactions.argument_id = arguments.id
+     WHERE arguments.graph_id = $1`,
+    [graphId]
+  );
+
+  return result.rows.map((row: any) => ({
+    userId: row.user_id,
+    argumentId: row.argument_id,
+    type: row.type
+  }));
 }
\ No newline at end of file
diff --git a/backend/src/embeddingHandler.ts b/backend/src/embeddingHandler.ts
index 76051ba..856631f 100644
--- a/backend/src/embeddingHandler.ts
+++ b/backend/src/embeddingHandler.ts
@@ -1,6 +1,7 @@
 import axios from 'axios';
 import { Edge, Graph } from './.shared/types';
 import { generateEdgeId } from './db/idGenerator';
+import { cosineSimilarity } from './utils/math';
 import config from './config';
 
 export function generateTopKSimilarEdges(graph: Graph, k = 2): Edge[] {
@@ -45,18 +46,6 @@ export function generateTopKSimilarEdges(graph: Graph, k = 2): Edge[] {
   }));
 }
 
-function cosineSimilarity(embedding1: number[], embedding2: number[]) {
-  if (embedding1.length !== embedding2.length) {
-    throw new Error('Embeddings must have the same length');
-  }
-
-  const dotProduct = embedding1.reduce((acc, cur, i) => acc + cur * embedding2[i], 0);
-  const magnitude1 = Math.sqrt(embedding1.reduce((acc, cur) => acc + cur * cur, 0));
-  const magnitude2 = Math.sqrt(embedding2.reduce((acc, cur) => acc + cur * cur, 0));
-
-  return dotProduct / (magnitude1 * magnitude2);
-}
-
 export async function embedText(texts: string[]) {
   const openAI_api_key = config.openAIKey;
   if (!openAI_api_key) {
diff --git a/backend/src/utils/math.ts b/backend/src/utils/math.ts
new file mode 100644
index 0000000..5647a2f
--- /dev/null
+++ b/backend/src/utils/math.ts
@@ -0,0 +1,43 @@
+import * as tf from '@tensorflow/tfjs-node';
+
+export function cosineSimilarity(vector1: number[], vector2: number[]) {
+    if (vector1.length !== vector2.length) {
+      throw new Error('Embeddings must have the same length');
+    }
+  
+    // Convert arrays to tensors
+    const tensor1 = tf.tensor1d(vector1);
+    const tensor2 = tf.tensor1d(vector2);
+  
+    // Calculate dot product and magnitudes using TensorFlow
+    const dotProduct = tf.dot(tensor1, tensor2).dataSync()[0];
+    const magnitude1 = tf.norm(tensor1).dataSync()[0];
+    const magnitude2 = tf.norm(tensor2).dataSync()[0];
+  
+    // Dispose tensors to free memory
+    tensor1.dispose();
+    tensor2.dispose();
+  
+    return dotProduct / (magnitude1 * magnitude2);
+  }
+
+export function cosineSimilarityMatrix(matrix: number[][]) {
+    if (matrix.length === 0 || matrix[0].length === 0) {
+      return [[]];
+    }
+    const matrixTensor = tf.tensor2d(matrix);
+    const dotProduct = tf.matMul(matrixTensor, matrixTensor.transpose());
+
+    const magnitude = tf.sqrt(tf.sum(tf.square(matrixTensor), 1, true));
+    const magnitudeProduct = tf.matMul(magnitude, magnitude.transpose());
+    
+    const similarity = dotProduct.div(magnitudeProduct);
+
+    // Dispose tensors to free memory
+    matrixTensor.dispose();
+    dotProduct.dispose();
+    magnitude.dispose();
+    magnitudeProduct.dispose();
+
+    return similarity.arraySync() as number[][];
+  }
\ No newline at end of file
diff --git a/frontend/src/components/NodeInfoBox.tsx b/frontend/src/components/NodeInfoBox.tsx
index e4b5576..d99c5c9 100644
--- a/frontend/src/components/NodeInfoBox.tsx
+++ b/frontend/src/components/NodeInfoBox.tsx
@@ -7,6 +7,16 @@ import { Argument } from '../shared/types';
 import { useWebSocket } from '../contexts/WebSocketContext';
 import { useAuth } from '../contexts/AuthContext';
 
+
+const getScoreLabel = (score: number | undefined): string => {
+  if (score === undefined) return 'unknown';
+  if (score < 0.2) return 'very low';
+  if (score < 0.4) return 'low';
+  if (score < 0.6) return 'medium';
+  if (score < 0.8) return 'high';
+  return 'very high';
+};
+
 interface NodeInfoBoxProps {
   argument: Argument;
   onClose: () => void;
@@ -72,7 +82,25 @@ const NodeInfoBox: React.FC<NodeInfoBoxProps> = ({ argument, onClose }) => {
         </div>
         <CloseButton onClick={onClose} />
       </div>
-      <p className="text-sm text-slate-700 flex-1">{argument.statement}</p>
+
+      <p className="mt-2 text-sm text-slate-700 flex-1">{argument.statement}</p>
+
+      <details className="mt-2">
+        <summary className="text-xs text-slate-500 cursor-pointer hover:text-slate-700">
+          View scores
+        </summary>
+        <div className="flex flex-col gap-1 mt-1">
+          {argument.score ? (
+            <>
+              <span className="text-xs text-slate-500">Consensus: {getScoreLabel(argument.score.consensus)}</span>
+              <span className="text-xs text-slate-500">Fragmentation: {getScoreLabel(argument.score.fragmentation)}</span>
+              <span className="text-xs text-slate-500">Clarity: {getScoreLabel(argument.score.clarity)}</span>
+            </>
+          ) : (
+            <span className="text-xs text-slate-500">More user feedback is required to generate scores.</span>
+          )}
+        </div>
+      </details>
     </div>
   );
 };
diff --git a/frontend/src/shared/types.ts b/frontend/src/shared/types.ts
index 2704514..0597988 100644
--- a/frontend/src/shared/types.ts
+++ b/frontend/src/shared/types.ts
@@ -21,6 +21,11 @@ export interface Argument {
     disagree?: boolean;
     unclear?: boolean;
   };
+  score?: {
+    consensus: number;
+    fragmentation: number;
+    clarity: number;
+  };
 }
 
 // Edges are the connections between arguments
diff --git a/frontend/src/views/GraphView.tsx b/frontend/src/views/GraphView.tsx
index 3aaab26..ec3d8f3 100644
--- a/frontend/src/views/GraphView.tsx
+++ b/frontend/src/views/GraphView.tsx
@@ -4,7 +4,6 @@ import { Argument, Graph } from '../shared/types';
 import { Link, useParams } from 'react-router-dom';
 import { useWebSocket } from '../contexts/WebSocketContext';
 import { useAuth } from '../contexts/AuthContext';
-
 import LoadingSpinner from '../components/LoadingSpinner';
 import NodeInfoBox from '../components/NodeInfoBox';
 import { buttonStyles } from '../styles/defaultStyles';
@@ -51,7 +50,21 @@ const GraphView: React.FC = () => {
   useEffect(() => {
     if (graph) {
       document.title = `${graph.name} - MindMeld`;
-      const nodes: NodeData[] = graph.arguments.map(arg => ({ id: arg.id, name: arg.statement, argument: arg }));
+      const nodes: NodeData[] = graph.arguments.map(arg => {
+        // TODO Make colors nicer
+        const r = Math.round((arg.score?.consensus ?? 0) * 255);
+        const g = Math.round((arg.score?.fragmentation ?? 0) * 255);
+        const b = Math.round((1 - (arg.score?.clarity ?? 0)) * 255);
+
+        return {
+          id: arg.id,
+          name: arg.statement,
+          color: arg.score
+            ? `rgb(${r}, ${g}, ${b})`
+            : '#94a3b8',
+          argument: arg
+        };
+      });
       const links: LinkData[] = graph.edges.map(edge => ({ source: edge.sourceId, target: edge.targetId }));
       setGraphData({ nodes, links });
     }
diff --git a/package.json b/package.json
index bb5889a..e476e33 100644
--- a/package.json
+++ b/package.json
@@ -14,4 +14,4 @@
   "dependencies": {
     "concurrently": "^6.2.0"
   }
-}
\ No newline at end of file
+}