From 2f343ce0df17098fe65cc1a61000cfb64f55d08c Mon Sep 17 00:00:00 2001
From: Robert Knight <robert@microbit.org>
Date: Wed, 14 Aug 2024 09:53:56 +0100
Subject: [PATCH] Add fingerprints to data page

---
 package-lock.json                             | 1712 +++++++++++++++--
 package.json                                  |    3 +-
 src/components/Gesture.svelte                 |    6 +-
 src/components/bottom/BottomPanel.svelte      |   21 +-
 src/components/graphs/Fingerprint.svelte      |   55 +
 src/components/graphs/LiveFingerprint.svelte  |   60 +
 src/script/domain/Filters.ts                  |   18 +
 src/script/domain/stores/Engine.ts            |    2 +
 src/script/engine/PollingPredictorEngine.ts   |    2 +-
 .../mlmodels/AccelerometerClassifierInput.ts  |   17 +
 10 files changed, 1776 insertions(+), 120 deletions(-)
 create mode 100644 src/components/graphs/Fingerprint.svelte
 create mode 100644 src/components/graphs/LiveFingerprint.svelte

diff --git a/package-lock.json b/package-lock.json
index c5fba26fe..7eed73d61 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -12,6 +12,7 @@
         "@microsoft/applicationinsights-web": "^3.1.2",
         "@tensorflow-models/knn-classifier": "^1.2.6",
         "@tensorflow/tfjs": "^4.18.0",
+        "@tensorflow/tfjs-vis": "^1.5.1",
         "arrows-svg": "^1.8.0",
         "bowser": "^2.11.0",
         "browser-lang": "^0.2.1",
@@ -2817,6 +2818,39 @@
       "resolved": "https://registry.npmjs.org/@types/offscreencanvas/-/offscreencanvas-2019.7.3.tgz",
       "integrity": "sha512-ieXiYmgSRXUDeOntE1InxjWyvEelZGP63M+cGuquuRLuIKKT1osnkXjxev9B7d1nXSug5vpunx+gNlbVxMlC9A=="
     },
+    "node_modules/@tensorflow/tfjs-vis": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-vis/-/tfjs-vis-1.5.1.tgz",
+      "integrity": "sha512-oNithKiR7VZaE+xUvz6Leww4TYEPhKi8j5xnEYvT3j7brK2Njdvril7UgFtZ8EYZBdeX6XNim5Eu3/23gTQ1dA==",
+      "dependencies": {
+        "d3-format": "~1.3.0",
+        "d3-selection": "~1.3.0",
+        "glamor": "~2.20.40",
+        "preact": "~8.2.9",
+        "vega": "5.20.0",
+        "vega-embed": "6.17.0",
+        "vega-lite": "4.13.1"
+      },
+      "peerDependencies": {
+        "@tensorflow/tfjs-core": ">= 1.0.0"
+      }
+    },
+    "node_modules/@tensorflow/tfjs-vis/node_modules/d3-format": {
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/d3-format/-/d3-format-1.3.2.tgz",
+      "integrity": "sha512-Z18Dprj96ExragQ0DeGi+SYPQ7pPfRMtUXtsg/ChVIKNBCzjO8XYJvRTC1usblx52lqge56V5ect+frYTQc8WQ=="
+    },
+    "node_modules/@tensorflow/tfjs-vis/node_modules/d3-selection": {
+      "version": "1.3.2",
+      "resolved": "https://registry.npmjs.org/d3-selection/-/d3-selection-1.3.2.tgz",
+      "integrity": "sha512-OoXdv1nZ7h2aKMVg3kaUFbLLK5jXUFAMLD/Tu5JA96mjf8f2a9ZUESGY+C36t8R1WFeWk/e55hy54Ml2I62CRQ=="
+    },
+    "node_modules/@tensorflow/tfjs-vis/node_modules/preact": {
+      "version": "8.2.9",
+      "resolved": "https://registry.npmjs.org/preact/-/preact-8.2.9.tgz",
+      "integrity": "sha512-ThuGXBmJS3VsT+jIP+eQufD3L8pRw/PY3FoCys6O9Pu6aF12Pn9zAJDX99TfwRAFOCEKm/P0lwiPTbqKMJp0fA==",
+      "hasInstallScript": true
+    },
     "node_modules/@tensorflow/tfjs/node_modules/@tensorflow/tfjs-backend-webgl": {
       "version": "4.18.0",
       "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-4.18.0.tgz",
@@ -3056,6 +3090,11 @@
       "integrity": "sha512-F6UrLn++11o967g8+G4c0mILIuSuyhpE9N989T4Rr+sgHqYpdrAbPgp3KOPPf4AA2A09dQDUB8/3K1GBG9Daeg==",
       "dev": true
     },
+    "node_modules/@types/clone": {
+      "version": "0.1.30",
+      "resolved": "https://registry.npmjs.org/@types/clone/-/clone-0.1.30.tgz",
+      "integrity": "sha512-vcxBr+ybljeSiasmdke1cQ9ICxoEwaBgM1OQ/P5h4MPj/kRyLcDl5L8PrftlbyV1kBbJIs3M3x1A1+rcWd4mEA=="
+    },
     "node_modules/@types/d3": {
       "version": "7.4.3",
       "resolved": "https://registry.npmjs.org/@types/d3/-/d3-7.4.3.tgz",
@@ -3314,6 +3353,15 @@
       "resolved": "https://registry.npmjs.org/@types/estree/-/estree-1.0.5.tgz",
       "integrity": "sha512-/kYRxGDLWzHOB7q+wtSUQlFrtcdUccpfy+X+9iMBpHK8QLLhx2wIPYuS5DYtR9Wa/YlZAbIovy7qVdB1Aq6Lyw=="
     },
+    "node_modules/@types/fast-json-stable-stringify": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/@types/fast-json-stable-stringify/-/fast-json-stable-stringify-2.1.0.tgz",
+      "integrity": "sha512-IyNhGHu71jH1jCXTHmafuoAAdsbBON3kDh7u/UUhLmjYgN5TYB54e1R8ckTCiIevl2UuZaCsi9XRxineY5yUjw==",
+      "deprecated": "This is a stub types definition. fast-json-stable-stringify provides its own type definitions, so you do not need this installed.",
+      "dependencies": {
+        "fast-json-stable-stringify": "*"
+      }
+    },
     "node_modules/@types/geojson": {
       "version": "7946.0.13",
       "resolved": "https://registry.npmjs.org/@types/geojson/-/geojson-7946.0.13.tgz",
@@ -4071,6 +4119,14 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/array-flat-polyfill": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/array-flat-polyfill/-/array-flat-polyfill-1.0.1.tgz",
+      "integrity": "sha512-hfJmKupmQN0lwi0xG6FQ5U8Rd97RnIERplymOv/qpq8AoNKPPAnxJadjFA23FNWm88wykh9HmpLJUUwUtNU/iw==",
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
     "node_modules/array-union": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/array-union/-/array-union-2.1.0.tgz",
@@ -4088,6 +4144,11 @@
         "preact": "^10.5.7"
       }
     },
+    "node_modules/asap": {
+      "version": "2.0.6",
+      "resolved": "https://registry.npmjs.org/asap/-/asap-2.0.6.tgz",
+      "integrity": "sha512-BSHWgDSAiKs50o2Re8ppvp3seVHXSRM44cdSsT9FfNEUUZLOGWVCsiWaRPWM1Znn+mqZ1OfVZ3z3DWEzSp7hRA=="
+    },
     "node_modules/assertion-error": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/assertion-error/-/assertion-error-1.1.0.tgz",
@@ -4281,6 +4342,14 @@
         "node": ">=6"
       }
     },
+    "node_modules/camelcase": {
+      "version": "5.3.1",
+      "resolved": "https://registry.npmjs.org/camelcase/-/camelcase-5.3.1.tgz",
+      "integrity": "sha512-L28STB170nwWS63UjtlEOE3dldQApaJXZkOI1uMFfzf3rRuPegHaHesyee+YxQ+W6SvRDQV6UrdOdRiR153wJg==",
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/caniuse-lite": {
       "version": "1.0.30001609",
       "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001609.tgz",
@@ -4420,6 +4489,14 @@
         "wrap-ansi": "^7.0.0"
       }
     },
+    "node_modules/clone": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/clone/-/clone-2.1.2.tgz",
+      "integrity": "sha512-3Pe/CF1Nn94hyhIYpjtiLhdCoEoz0DqQ+988E9gmeEdQZlojxnOb74wctFyuwWQHzqyf9X7C7MG8juUpqBJT8w==",
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/code-red": {
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/code-red/-/code-red-1.0.4.tgz",
@@ -4516,6 +4593,15 @@
         "node": ">= 8"
       }
     },
+    "node_modules/css-in-js-utils": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/css-in-js-utils/-/css-in-js-utils-2.0.1.tgz",
+      "integrity": "sha512-PJF0SpJT+WdbVVt0AOYp9C8GnuruRlL/UFW7932nLWmFLQTaWEzTBQEx7/hn4BuV+WON75iAViSUJLiU3PKbpA==",
+      "dependencies": {
+        "hyphenate-style-name": "^1.0.2",
+        "isobject": "^3.0.1"
+      }
+    },
     "node_modules/css-tree": {
       "version": "2.3.1",
       "resolved": "https://registry.npmjs.org/css-tree/-/css-tree-2.3.1.tgz",
@@ -4776,6 +4862,50 @@
         "node": ">=12"
       }
     },
+    "node_modules/d3-geo-projection": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/d3-geo-projection/-/d3-geo-projection-3.0.0.tgz",
+      "integrity": "sha512-1JE+filVbkEX2bT25dJdQ05iA4QHvUwev6o0nIQHOSrNlHCAKfVss/U10vEM3pA4j5v7uQoFdQ4KLbx9BlEbWA==",
+      "dependencies": {
+        "commander": "2",
+        "d3-array": "1 - 2",
+        "d3-geo": "1.12.0 - 2",
+        "resolve": "^1.1.10"
+      },
+      "bin": {
+        "geo2svg": "bin/geo2svg",
+        "geograticule": "bin/geograticule",
+        "geoproject": "bin/geoproject",
+        "geoquantize": "bin/geoquantize",
+        "geostitch": "bin/geostitch"
+      }
+    },
+    "node_modules/d3-geo-projection/node_modules/commander": {
+      "version": "2.20.3",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz",
+      "integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ=="
+    },
+    "node_modules/d3-geo-projection/node_modules/d3-array": {
+      "version": "2.12.1",
+      "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-2.12.1.tgz",
+      "integrity": "sha512-B0ErZK/66mHtEsR1TkPEEkwdy+WDesimkM5gpZr5Dsg54BiTA5RXtYW5qTLIAcekaS9xfZrzBLF/OAkB3Qn1YQ==",
+      "dependencies": {
+        "internmap": "^1.0.0"
+      }
+    },
+    "node_modules/d3-geo-projection/node_modules/d3-geo": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/d3-geo/-/d3-geo-2.0.2.tgz",
+      "integrity": "sha512-8pM1WGMLGFuhq9S+FpPURxic+gKzjluCD/CHTuUF3mXMeiCo0i6R0tO1s4+GArRFde96SLcW/kOFRjoAosPsFA==",
+      "dependencies": {
+        "d3-array": "^2.5.0"
+      }
+    },
+    "node_modules/d3-geo-projection/node_modules/internmap": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/internmap/-/internmap-1.0.1.tgz",
+      "integrity": "sha512-lDB5YccMydFBtasVtxnZ3MRBHuaoE8GKsppq+EchKL2U4nK/DmEpPHNH8MZe5HkMtpSiTSOZwfN0tzYjO/lJEw=="
+    },
     "node_modules/d3-hierarchy": {
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/d3-hierarchy/-/d3-hierarchy-3.1.2.tgz",
@@ -4843,9 +4973,9 @@
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     "node_modules/d3-scale-chromatic": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/d3-scale-chromatic/-/d3-scale-chromatic-3.0.0.tgz",
-      "integrity": "sha512-Lx9thtxAKrO2Pq6OO2Ua474opeziKr279P/TKZsMAhYyNDD3EnCffdbgeSYN5O7m2ByQsxtuP2CSDczNUIZ22g==",
+      "version": "3.1.0",
+      "resolved": "https://registry.npmjs.org/d3-scale-chromatic/-/d3-scale-chromatic-3.1.0.tgz",
+      "integrity": "sha512-A3s5PWiZ9YCXFye1o246KoscMWqf8BsD9eRiJ3He7C9OBaxKhAd5TFCdEx/7VbKtxxTsu//1mMJFrEt572cEyQ==",
       "dependencies": {
         "d3-color": "1 - 3",
         "d3-interpolate": "1 - 3"
@@ -5013,6 +5143,14 @@
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       }
     },
+    "node_modules/decamelize": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/decamelize/-/decamelize-1.2.0.tgz",
+      "integrity": "sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA==",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/decimal.js": {
       "version": "10.4.3",
       "resolved": "https://registry.npmjs.org/decimal.js/-/decimal.js-10.4.3.tgz",
@@ -5191,6 +5329,14 @@
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+    "node_modules/encoding": {
+      "version": "0.1.13",
+      "resolved": "https://registry.npmjs.org/encoding/-/encoding-0.1.13.tgz",
+      "integrity": "sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A==",
+      "dependencies": {
+        "iconv-lite": "^0.6.2"
+      }
+    },
     "node_modules/entities": {
       "version": "4.5.0",
       "resolved": "https://registry.npmjs.org/entities/-/entities-4.5.0.tgz",
@@ -5761,8 +5907,7 @@
     "node_modules/fast-deep-equal": {
       "version": "3.1.3",
       "resolved": "https://registry.npmjs.org/fast-deep-equal/-/fast-deep-equal-3.1.3.tgz",
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-      "dev": true
+      "integrity": "sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q=="
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     "node_modules/fast-glob": {
       "version": "3.3.2",
@@ -5792,11 +5937,15 @@
         "node": ">= 6"
       }
     },
+    "node_modules/fast-json-patch": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/fast-json-patch/-/fast-json-patch-3.1.1.tgz",
+      "integrity": "sha512-vf6IHUX2SBcA+5/+4883dsIjpBTqmfBjmYiWK1savxQmFk4JfBMLa7ynTYOs1Rolp/T1betJxHiGD3g1Mn8lUQ=="
+    },
     "node_modules/fast-json-stable-stringify": {
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-      "dev": true
+      "integrity": "sha512-lhd/wF+Lk98HZoTCtlVraHtfh5XYijIjalXck7saUtuanSDyLMxnHhSXEDJqHxD7msR8D0uCmqlkwjCV8xvwHw=="
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     "node_modules/fast-levenshtein": {
       "version": "2.0.6",
@@ -5813,6 +5962,26 @@
         "reusify": "^1.0.4"
       }
     },
+    "node_modules/fbjs": {
+      "version": "0.8.18",
+      "resolved": "https://registry.npmjs.org/fbjs/-/fbjs-0.8.18.tgz",
+      "integrity": "sha512-EQaWFK+fEPSoibjNy8IxUtaFOMXcWsY0JaVrQoZR9zC8N2Ygf9iDITPWjUTVIax95b6I742JFLqASHfsag/vKA==",
+      "dependencies": {
+        "core-js": "^1.0.0",
+        "isomorphic-fetch": "^2.1.1",
+        "loose-envify": "^1.0.0",
+        "object-assign": "^4.1.0",
+        "promise": "^7.1.1",
+        "setimmediate": "^1.0.5",
+        "ua-parser-js": "^0.7.30"
+      }
+    },
+    "node_modules/fbjs/node_modules/core-js": {
+      "version": "1.2.7",
+      "resolved": "https://registry.npmjs.org/core-js/-/core-js-1.2.7.tgz",
+      "integrity": "sha512-ZiPp9pZlgxpWRu0M+YWbm6+aQ84XEfH1JRXvfOc/fILWI0VKhLC2LX13X1NYq4fULzLMq7Hfh43CSo2/aIaUPA==",
+      "deprecated": "core-js@<3.23.3 is no longer maintained and not recommended for usage due to the number of issues. Because of the V8 engine whims, feature detection in old core-js versions could cause a slowdown up to 100x even if nothing is polyfilled. Some versions have web compatibility issues. Please, upgrade your dependencies to the actual version of core-js."
+    },
     "node_modules/fflate": {
       "version": "0.6.10",
       "resolved": "https://registry.npmjs.org/fflate/-/fflate-0.6.10.tgz",
@@ -5925,7 +6094,6 @@
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-      "dev": true,
       "funding": {
         "url": "https://github.com/sponsors/ljharb"
       }
@@ -5993,6 +6161,18 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/glamor": {
+      "version": "2.20.40",
+      "resolved": "https://registry.npmjs.org/glamor/-/glamor-2.20.40.tgz",
+      "integrity": "sha512-DNXCd+c14N9QF8aAKrfl4xakPk5FdcFwmH7sD0qnC0Pr7xoZ5W9yovhUrY/dJc3psfGGXC58vqQyRtuskyUJxA==",
+      "dependencies": {
+        "fbjs": "^0.8.12",
+        "inline-style-prefixer": "^3.0.6",
+        "object-assign": "^4.1.1",
+        "prop-types": "^15.5.10",
+        "through": "^2.3.8"
+      }
+    },
     "node_modules/glob": {
       "version": "7.2.3",
       "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
@@ -6161,7 +6341,6 @@
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-      "dev": true,
       "dependencies": {
         "function-bind": "^1.1.2"
       },
@@ -6216,6 +6395,11 @@
         "node": ">=16.17.0"
       }
     },
+    "node_modules/hyphenate-style-name": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/hyphenate-style-name/-/hyphenate-style-name-1.1.0.tgz",
+      "integrity": "sha512-WDC/ui2VVRrz3jOVi+XtjqkDjiVjTtFaAGiW37k6b+ohyQ5wYDOGkvCZa8+H0nx3gyvv0+BST9xuOgIyGQ00gw=="
+    },
     "node_modules/iconv-lite": {
       "version": "0.6.3",
       "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
@@ -6277,6 +6461,20 @@
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       "dev": true
     },
+    "node_modules/inline-style-prefixer": {
+      "version": "3.0.8",
+      "resolved": "https://registry.npmjs.org/inline-style-prefixer/-/inline-style-prefixer-3.0.8.tgz",
+      "integrity": "sha512-ne8XIyyqkRaNJ1JfL1NYzNdCNxq+MCBQhC8NgOQlzNm2vv3XxlP0VSLQUbSRCF6KPEoveCVEpayHoHzcMyZsMQ==",
+      "dependencies": {
+        "bowser": "^1.7.3",
+        "css-in-js-utils": "^2.0.0"
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+      "integrity": "sha512-WNPWi1IRKZfCt/qIDMfERkDp93+iZEmOxN2yy4Jg+Xhv8SLk2UTqqbe1sfiipn0and9QrE914/ihdx82Y/Giag=="
+    },
+    "node_modules/vega-wordcloud": {
+      "version": "4.1.5",
+      "resolved": "https://registry.npmjs.org/vega-wordcloud/-/vega-wordcloud-4.1.5.tgz",
+      "integrity": "sha512-p+qXU3cb9VeWzJ/HEdax0TX2mqDJcSbrCIfo2d/EalOXGkvfSLKobsmMQ8DxPbtVp0uhnpvfCGDyMJw+AzcI2A==",
+      "dependencies": {
+        "vega-canvas": "^1.2.7",
+        "vega-dataflow": "^5.7.6",
+        "vega-scale": "^7.4.1",
+        "vega-statistics": "^1.9.0",
+        "vega-util": "^1.17.2"
+      }
+    },
+    "node_modules/vega-wordcloud/node_modules/vega-scale": {
+      "version": "7.4.1",
+      "resolved": "https://registry.npmjs.org/vega-scale/-/vega-scale-7.4.1.tgz",
+      "integrity": "sha512-dArA28DbV/M92O2QvswnzCmQ4bq9WwLKUoyhqFYWCltmDwkmvX7yhqiFLFMWPItIm7mi4Qyoygby6r4DKd1X2A==",
+      "dependencies": {
+        "d3-array": "^3.2.2",
+        "d3-interpolate": "^3.0.1",
+        "d3-scale": "^4.0.2",
+        "d3-scale-chromatic": "^3.1.0",
+        "vega-time": "^2.1.2",
+        "vega-util": "^1.17.2"
+      }
+    },
+    "node_modules/vega-wordcloud/node_modules/vega-statistics": {
+      "version": "1.9.0",
+      "resolved": "https://registry.npmjs.org/vega-statistics/-/vega-statistics-1.9.0.tgz",
+      "integrity": "sha512-GAqS7mkatpXcMCQKWtFu1eMUKLUymjInU0O8kXshWaQrVWjPIO2lllZ1VNhdgE0qGj4oOIRRS11kzuijLshGXQ==",
+      "dependencies": {
+        "d3-array": "^3.2.2"
+      }
+    },
+    "node_modules/vega-wordcloud/node_modules/vega-time": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/vega-time/-/vega-time-2.1.2.tgz",
+      "integrity": "sha512-6rXc6JdDt8MnCRy6UzUCsa6EeFycPDmvioMddLfKw38OYCV8pRQC5nw44gyddOwXgUTJLiCtn/sp53P0iA542A==",
+      "dependencies": {
+        "d3-array": "^3.2.2",
+        "d3-time": "^3.1.0",
+        "vega-util": "^1.17.2"
+      }
+    },
+    "node_modules/vega-wordcloud/node_modules/vega-util": {
+      "version": "1.17.2",
+      "resolved": "https://registry.npmjs.org/vega-util/-/vega-util-1.17.2.tgz",
+      "integrity": "sha512-omNmGiZBdjm/jnHjZlywyYqafscDdHaELHx1q96n5UOz/FlO9JO99P4B3jZg391EFG8dqhWjQilSf2JH6F1mIw=="
+    },
+    "node_modules/vite": {
+      "version": "5.2.8",
+      "resolved": "https://registry.npmjs.org/vite/-/vite-5.2.8.tgz",
+      "integrity": "sha512-OyZR+c1CE8yeHw5V5t59aXsUPPVTHMDjEZz8MgguLL/Q7NblxhZUlTu9xSPqlsUO/y+X7dlU05jdhvyycD55DA==",
+      "dev": true,
+      "dependencies": {
+        "esbuild": "^0.20.1",
+        "postcss": "^8.4.38",
+        "rollup": "^4.13.0"
+      },
+      "bin": {
+        "vite": "bin/vite.js"
+      },
+      "engines": {
+        "node": "^18.0.0 || >=20.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/vitejs/vite?sponsor=1"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      },
+      "peerDependencies": {
+        "@types/node": "^18.0.0 || >=20.0.0",
+        "less": "*",
+        "lightningcss": "^1.21.0",
+        "sass": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.4.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite-node": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/vite-node/-/vite-node-1.5.0.tgz",
+      "integrity": "sha512-tV8h6gMj6vPzVCa7l+VGq9lwoJjW8Y79vst8QZZGiuRAfijU+EEWuc0kFpmndQrWhMMhet1jdSF+40KSZUqIIw==",
+      "dev": true,
+      "dependencies": {
+        "cac": "^6.7.14",
+        "debug": "^4.3.4",
+        "pathe": "^1.1.1",
+        "picocolors": "^1.0.0",
+        "vite": "^5.0.0"
+      },
+      "bin": {
+        "vite-node": "vite-node.mjs"
+      },
+      "engines": {
+        "node": "^18.0.0 || >=20.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
+    "node_modules/vite-plugin-environment": {
+      "version": "1.1.3",
+      "resolved": "https://registry.npmjs.org/vite-plugin-environment/-/vite-plugin-environment-1.1.3.tgz",
+      "integrity": "sha512-9LBhB0lx+2lXVBEWxFZC+WO7PKEyE/ykJ7EPWCq95NEcCpblxamTbs5Dm3DLBGzwODpJMEnzQywJU8fw6XGGGA==",
+      "dev": true,
+      "peerDependencies": {
+        "vite": ">= 2.7"
+      }
+    },
+    "node_modules/vite-plugin-windicss": {
+      "version": "1.9.3",
+      "resolved": "https://registry.npmjs.org/vite-plugin-windicss/-/vite-plugin-windicss-1.9.3.tgz",
+      "integrity": "sha512-PqNiIsrEftCrgn0xIpj8ZMSdpz8NZn+OJ3gKXnOF+hFzbHFrKGJA49ViOUKCHDOquxoGBZMmTjepWr8GrftKcQ==",
+      "dev": true,
+      "dependencies": {
+        "@windicss/plugin-utils": "1.9.3",
+        "debug": "^4.3.4",
+        "kolorist": "^1.8.0",
+        "windicss": "^3.5.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/antfu"
+      },
+      "peerDependencies": {
+        "vite": "^2.0.1 || ^3.0.0 || ^4.0.0 || ^5.0.0"
+      }
+    },
+    "node_modules/vite-plugin-windicss/node_modules/windicss": {
       "version": "3.5.6",
       "resolved": "https://registry.npmjs.org/windicss/-/windicss-3.5.6.tgz",
       "integrity": "sha512-P1mzPEjgFMZLX0ZqfFht4fhV/FX8DTG7ERG1fBLiWvd34pTLVReS5CVsewKn9PApSgXnVfPWwvq+qUsRwpnwFA==",
@@ -9421,6 +10899,11 @@
         "node": ">=18"
       }
     },
+    "node_modules/whatwg-fetch": {
+      "version": "3.6.20",
+      "resolved": "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.20.tgz",
+      "integrity": "sha512-EqhiFU6daOA8kpjOWTL0olhVOF3i7OrFzSYiGsEMB8GcXS+RrzauAERX65xMeNWVqxA6HXH2m69Z9LaKKdisfg=="
+    },
     "node_modules/whatwg-mimetype": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
@@ -9485,6 +10968,11 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/which-module": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/which-module/-/which-module-2.0.1.tgz",
+      "integrity": "sha512-iBdZ57RDvnOR9AGBhML2vFZf7h8vmBjhoaZqODJBFWHVtKkDmKuHai3cx5PgVMrX5YDNp27AofYbAwctSS+vhQ=="
+    },
     "node_modules/which-typed-array": {
       "version": "1.1.13",
       "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.13.tgz",
diff --git a/package.json b/package.json
index 31a9165e6..b1a628c50 100644
--- a/package.json
+++ b/package.json
@@ -50,6 +50,7 @@
     "@microsoft/applicationinsights-web": "^3.1.2",
     "@tensorflow-models/knn-classifier": "^1.2.6",
     "@tensorflow/tfjs": "^4.18.0",
+    "@tensorflow/tfjs-vis": "^1.5.1",
     "arrows-svg": "^1.8.0",
     "bowser": "^2.11.0",
     "browser-lang": "^0.2.1",
@@ -65,4 +66,4 @@
     "three": "^0.152.2",
     "uuid4": "^2.0.3"
   }
-}
\ No newline at end of file
+}
diff --git a/src/components/Gesture.svelte b/src/components/Gesture.svelte
index 437b2e3c8..27dc3ee7a 100644
--- a/src/components/Gesture.svelte
+++ b/src/components/Gesture.svelte
@@ -24,6 +24,7 @@
   import { gestures, liveAccelerometerData } from '../script/stores/Stores';
   import Gesture from '../script/domain/stores/gesture/Gesture';
   import { RecordingData } from '../script/domain/stores/gesture/Gestures';
+  import Fingerprint from './graphs/Fingerprint.svelte';
 
   // Variables for component
   export let onNoMicrobitSelect: () => void;
@@ -234,7 +235,10 @@
       <GestureTilePart small>
         <div class="flex p-2 h-30">
           {#each $gesture.recordings as recording (String($gesture.ID) + String(recording.ID))}
-            <Recording {recording} onDelete={deleteRecording} />
+            <div class="flex items-center">
+              <Recording {recording} onDelete={deleteRecording} />
+              <Fingerprint {recording} gestureName={$nameBind} />
+            </div>
           {/each}
         </div>
       </GestureTilePart>
diff --git a/src/components/bottom/BottomPanel.svelte b/src/components/bottom/BottomPanel.svelte
index da9089c6b..59f79b738 100644
--- a/src/components/bottom/BottomPanel.svelte
+++ b/src/components/bottom/BottomPanel.svelte
@@ -17,6 +17,9 @@
   import BaseDialog from '../dialogs/BaseDialog.svelte';
   import View3DLive from '../3d-inspector/View3DLive.svelte';
   import MicrobitLiveGraph from '../graphs/MicrobitLiveGraph.svelte';
+  import LiveFingerprint from '../graphs/LiveFingerprint.svelte';
+  import { get } from 'svelte/store';
+  import { currentPath, Paths } from '../../router/paths';
 
   let componentWidth: number;
   let connectDialogReference: ConnectDialogContainer;
@@ -34,6 +37,8 @@
   };
 
   let isLive3DOpen = false;
+
+  $: isDataPage = $currentPath === Paths.DATA;
 </script>
 
 <div
@@ -76,11 +81,17 @@
             onOutputDisconnectButtonClicked={outputDisconnectButtonClicked} />
         </div>
       </div>
-      <div
-        class="absolute right-0 cursor-pointer hover:bg-secondary hover:bg-opacity-10 transition"
-        on:click={() => (isLive3DOpen = true)}>
-        <View3DLive width={160} height={160} freeze={isLive3DOpen} />
-      </div>
+      {#if isDataPage}
+        <div class="absolute right-0">
+          <LiveFingerprint />
+        </div>
+      {:else}
+        <div
+          class="absolute right-0 cursor-pointer hover:bg-secondary hover:bg-opacity-10 transition"
+          on:click={() => (isLive3DOpen = true)}>
+          <View3DLive width={160} height={160} freeze={isLive3DOpen} />
+        </div>
+      {/if}
       <BaseDialog isOpen={isLive3DOpen} onClose={() => (isLive3DOpen = false)}>
         <!-- hardcoded margin-left matches the size of the sidebar -->
         <div
diff --git a/src/components/graphs/Fingerprint.svelte b/src/components/graphs/Fingerprint.svelte
new file mode 100644
index 000000000..5aa5fa165
--- /dev/null
+++ b/src/components/graphs/Fingerprint.svelte
@@ -0,0 +1,55 @@
+<!--
+  (c) 2024, Center for Computational Thinking and Design at Aarhus University and contributors
+
+  SPDX-License-Identifier: MIT
+ -->
+
+<script lang="ts">
+  import * as tfvis from '@tensorflow/tfjs-vis';
+  import { onMount } from 'svelte';
+  import { RecordingData } from '../../script/domain/stores/gesture/Gestures';
+  import AccelerometerClassifierInput from '../../script/mlmodels/AccelerometerClassifierInput';
+  import { classifier } from '../../script/stores/Stores';
+
+  export let recording: RecordingData;
+  export let gestureName: string;
+
+  let surface: undefined | tfvis.Drawable;
+
+  const filtersLabels: string[] = [];
+  const filters = classifier.getFilters();
+  $filters.forEach(filter => {
+    const filterName = filter.getName();
+    filtersLabels.push(`${filterName} - x`, `${filterName} - y`, `${filterName} - z`);
+  });
+
+  const getFilteredInput = (): number[][] => {
+    const { x, y, z } = recording.data;
+    const input = new AccelerometerClassifierInput(x, y, z);
+    return [input.getNormalizedInput(filters)];
+  };
+
+  const chartData = {
+    values: getFilteredInput(),
+    xTickLabels: [gestureName],
+    yTickLabels: filtersLabels,
+  };
+
+  onMount(() => {
+    if (surface) {
+      tfvis.render.heatmap(surface, chartData, {
+        colorMap: 'viridis',
+        height: 100,
+        width: 80,
+        domain: [0, 1],
+        fontSize: 0,
+      });
+    }
+  });
+</script>
+
+<div class="relative w-30px h-93px overflow-hidden rounded-sm -mt-1 mr-3">
+  <div class="absolute h-full w-full -left-10px right-0 -bottom-1px top-0">
+    <div bind:this={surface}></div>
+  </div>
+</div>
diff --git a/src/components/graphs/LiveFingerprint.svelte b/src/components/graphs/LiveFingerprint.svelte
new file mode 100644
index 000000000..7e8fcb7ca
--- /dev/null
+++ b/src/components/graphs/LiveFingerprint.svelte
@@ -0,0 +1,60 @@
+<!--
+  (c) 2024, Center for Computational Thinking and Design at Aarhus University and contributors
+
+  SPDX-License-Identifier: MIT
+ -->
+
+<script lang="ts">
+  import * as tfvis from '@tensorflow/tfjs-vis';
+  import { onMount } from 'svelte';
+  import { classifier, engine } from '../../script/stores/Stores';
+
+  let surface: undefined | tfvis.Drawable;
+
+  const filtersLabels: string[] = [];
+  const filters = classifier.getFilters();
+  $filters.forEach(filter => {
+    const filterName = filter.getName();
+    filtersLabels.push(`${filterName} - x`, `${filterName} - y`, `${filterName} - z`);
+  });
+
+  const getFilteredInput = (): number[][] => {
+    const input = engine.bufferToInput();
+    const features = input.getNormalizedInput(filters);
+    if (features.length) {
+      return [input.getNormalizedInput(filters)];
+    }
+    return [disconnectedData];
+  };
+
+  const disconnectedData = new Array(filtersLabels.length).fill(0);
+
+  onMount(() => {
+    const interval = setInterval(() => {
+      if (surface) {
+        const chartData = {
+          values: getFilteredInput(),
+          xTickLabels: ['Live'],
+          yTickLabels: filtersLabels,
+        };
+
+        tfvis.render.heatmap(surface, chartData, {
+          colorMap: 'viridis',
+          height: 166,
+          width: 210,
+          domain: [0, 1],
+          fontSize: 0,
+        });
+      }
+    });
+    return () => {
+      clearInterval(interval);
+    };
+  });
+</script>
+
+<div class="relative w-160px h-160px overflow-hidden rounded-sm">
+  <div class="absolute h-full w-full -left-10px right-0 -bottom-1px top-0">
+    <div bind:this={surface}></div>
+  </div>
+</div>
diff --git a/src/script/domain/Filters.ts b/src/script/domain/Filters.ts
index c9252539b..ddc1b7808 100644
--- a/src/script/domain/Filters.ts
+++ b/src/script/domain/Filters.ts
@@ -7,6 +7,7 @@ import { Readable, Subscriber, Unsubscriber, Writable, get } from 'svelte/store'
 import Filter from './Filter';
 import FilterTypes, { FilterType } from './FilterTypes';
 import Logger from '../utils/Logger';
+import FilterGraphLimits from '../utils/FilterLimits';
 
 class Filters implements Readable<Filter[]> {
   constructor(private filters: Writable<Filter[]>) {}
@@ -23,6 +24,23 @@ class Filters implements Readable<Filter[]> {
     });
   }
 
+  public computeNormalizedOutput(values: number[]): number[] {
+    return get(this.filters).map(filter => {
+      return this.normalizeFilterResult(filter.filter(values), filter);
+    });
+  }
+
+  private normalizeFilterResult(value: number, filter: Filter): number {
+    const { min, max } = FilterGraphLimits.getFilterLimits(filter);
+    const newMin = 0;
+    const newMax = 1;
+    const existingMin = min;
+    const existingMax = max;
+    return (
+      ((newMax - newMin) * (value - existingMin)) / (existingMax - existingMin) + newMin
+    );
+  }
+
   public set(filterTypes: FilterType[]) {
     const newFilters = filterTypes.map(filterType =>
       FilterTypes.createFilter(filterType),
diff --git a/src/script/domain/stores/Engine.ts b/src/script/domain/stores/Engine.ts
index 34002a0de..a561eefda 100644
--- a/src/script/domain/stores/Engine.ts
+++ b/src/script/domain/stores/Engine.ts
@@ -4,6 +4,7 @@
  * SPDX-License-Identifier: MIT
  */
 import { Readable } from 'svelte/store';
+import AccelerometerClassifierInput from '../../mlmodels/AccelerometerClassifierInput';
 
 export type EngineData = {
   isRunning: boolean;
@@ -12,6 +13,7 @@ export type EngineData = {
 interface Engine extends Readable<EngineData> {
   start(): void;
   stop(): void;
+  bufferToInput(): AccelerometerClassifierInput;
 }
 
 export default Engine;
diff --git a/src/script/engine/PollingPredictorEngine.ts b/src/script/engine/PollingPredictorEngine.ts
index 0b6267043..fcd5040f4 100644
--- a/src/script/engine/PollingPredictorEngine.ts
+++ b/src/script/engine/PollingPredictorEngine.ts
@@ -63,7 +63,7 @@ class PollingPredictorEngine implements Engine {
     }
   }
 
-  private bufferToInput(): AccelerometerClassifierInput {
+  public bufferToInput(): AccelerometerClassifierInput {
     const bufferedData = this.getRawDataFromBuffer(
       StaticConfiguration.pollingPredictionSampleSize,
     );
diff --git a/src/script/mlmodels/AccelerometerClassifierInput.ts b/src/script/mlmodels/AccelerometerClassifierInput.ts
index 8e425ea35..399595454 100644
--- a/src/script/mlmodels/AccelerometerClassifierInput.ts
+++ b/src/script/mlmodels/AccelerometerClassifierInput.ts
@@ -37,6 +37,23 @@ class AccelerometerClassifierInput implements ClassifierInput {
       ...filters.compute(this.zs),
     ];
   }
+
+  public getNormalizedInput(filters: Filters): number[] {
+    try {
+      const x = filters.computeNormalizedOutput(this.xs);
+      const y = filters.computeNormalizedOutput(this.ys);
+      const z = filters.computeNormalizedOutput(this.zs);
+      const result = [];
+      // Group filters together instead of axes, i.e., max - x,
+      // max - y, max - z, min - x, etc.
+      for (let i = 0; i < x.length; i++) {
+        result.push(x[i], y[i], z[i]);
+      }
+      return result;
+    } catch (err) {
+      return [];
+    }
+  }
 }
 
 export default AccelerometerClassifierInput;