diff --git a/.github/workflows/github-pages.yml b/.github/workflows/github-pages.yml
index 2dfecf72..80b6715c 100644
--- a/.github/workflows/github-pages.yml
+++ b/.github/workflows/github-pages.yml
@@ -14,7 +14,7 @@ on:
 
 jobs:
   build-and-deploy:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-latest
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v3
diff --git a/package-lock.json b/package-lock.json
index 90ed3ea1..9ff17d0e 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -19,7 +19,7 @@
         "prop-types": "^15.8.1",
         "react": "^16.14.0",
         "react-dom": "^16.14.0",
-        "react-ga": "^2.7.0",
+        "react-ga4": "^2.1.0",
         "react-icons": "^3.11.0",
         "react-markdown": "^4.3.1",
         "react-minimal-pie-chart": "^8.4.0",
@@ -4156,6 +4156,21 @@
         "autoprefixer": "bin/autoprefixer"
       }
     },
+    "node_modules/available-typed-arrays": {
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz",
+      "integrity": "sha512-wvUjBtSGN7+7SjNpq/9M2Tg350UZD3q62IFZLbRAR1bSMlCo1ZaeW+BJ+D090e4hIIZLBcTDWe4Mh4jvUDajzQ==",
+      "license": "MIT",
+      "dependencies": {
+        "possible-typed-array-names": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/axe-core": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/axe-core/-/axe-core-4.1.1.tgz",
@@ -4794,9 +4809,9 @@
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     },
     "node_modules/body-parser": {
-      "version": "1.20.2",
-      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-1.20.2.tgz",
-      "integrity": "sha512-ml9pReCu3M61kGlqoTm2umSXTlRTuGTx0bfYj+uIUKKYycG5NtSbeetV3faSU6R7ajOPw0g/J1PvK4qNy7s5bA==",
+      "version": "1.20.3",
+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-1.20.3.tgz",
+      "integrity": "sha512-7rAxByjUMqQ3/bHJy7D6OGXvx/MMc4IqBn/X0fcM1QUcAItpZrBEYhWGem+tzXH90c+G01ypMcYJBO9Y30203g==",
       "dependencies": {
         "bytes": "3.1.2",
         "content-type": "~1.0.5",
@@ -4806,7 +4821,7 @@
         "http-errors": "2.0.0",
         "iconv-lite": "0.4.24",
         "on-finished": "2.4.1",
-        "qs": "6.11.0",
+        "qs": "6.13.0",
         "raw-body": "2.5.2",
         "type-is": "~1.6.18",
         "unpipe": "1.0.0"
@@ -4816,14 +4831,6 @@
         "npm": "1.2.8000 || >= 1.4.16"
       }
     },
-    "node_modules/body-parser/node_modules/bytes": {
-      "version": "3.1.2",
-      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
-      "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
     "node_modules/body-parser/node_modules/debug": {
       "version": "2.6.9",
       "resolved": "https://registry.npmjs.org/debug/-/debug-2.6.9.tgz",
@@ -4869,9 +4876,10 @@
       "integrity": "sha512-Io55IuQY3kydzHtbGvQya3H+KorS/M9rSNyfCGCg9WZ4pyT/lCxIlpJgG1GXW/PswzC84Tr2fBYi+7+jFVQQBw=="
     },
     "node_modules/brace-expansion": {
-      "version": "1.1.11",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-      "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+      "version": "1.1.12",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
+      "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
+      "license": "MIT",
       "dependencies": {
         "balanced-match": "^1.0.0",
         "concat-map": "0.0.1"
@@ -5051,9 +5059,9 @@
       "integrity": "sha1-hZgoeOIbmOHGZCXgPQF0eI9Wnug="
     },
     "node_modules/bytes": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.0.0.tgz",
-      "integrity": "sha1-0ygVQE1olpn4Wk6k+odV3ROpYEg=",
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
+      "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
       "engines": {
         "node": ">= 0.8"
       }
@@ -5138,12 +5146,50 @@
       }
     },
     "node_modules/call-bind": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.8.tgz",
+      "integrity": "sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.0",
+        "es-define-property": "^1.0.0",
+        "get-intrinsic": "^1.2.4",
+        "set-function-length": "^1.2.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/call-bind-apply-helpers": {
       "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.2.tgz",
-      "integrity": "sha512-7O+FbCihrB5WGbFYesctwmTKae6rOiIzmz1icreWJ+0aA7LJfuqhEso2T9ncpcFtzMQtzXf2QGGueWJGTYsqrA==",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "license": "MIT",
       "dependencies": {
-        "function-bind": "^1.1.1",
-        "get-intrinsic": "^1.0.2"
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
       }
     },
     "node_modules/caller-callsite": {
@@ -5597,16 +5643,16 @@
       }
     },
     "node_modules/compression": {
-      "version": "1.7.4",
-      "resolved": "https://registry.npmjs.org/compression/-/compression-1.7.4.tgz",
-      "integrity": "sha512-jaSIDzP9pZVS4ZfQ+TzvtiWhdpFhE2RDHz8QJkpX9SIpLq88VueF5jJw6t+6CUQcAoA6t+x89MLrWAqpfDE8iQ==",
+      "version": "1.8.1",
+      "resolved": "https://registry.npmjs.org/compression/-/compression-1.8.1.tgz",
+      "integrity": "sha512-9mAqGPHLakhCLeNyxPkK4xVo746zQ/czLH1Ky+vkitMnWfWZps8r0qXuwhwizagCRttsL4lfG4pIOvaWLpAP0w==",
       "dependencies": {
-        "accepts": "~1.3.5",
-        "bytes": "3.0.0",
-        "compressible": "~2.0.16",
+        "bytes": "3.1.2",
+        "compressible": "~2.0.18",
         "debug": "2.6.9",
-        "on-headers": "~1.0.2",
-        "safe-buffer": "5.1.2",
+        "negotiator": "~0.6.4",
+        "on-headers": "~1.1.0",
+        "safe-buffer": "5.2.1",
         "vary": "~1.1.2"
       },
       "engines": {
@@ -5626,6 +5672,33 @@
       "resolved": "https://registry.npmjs.org/ms/-/ms-2.0.0.tgz",
       "integrity": "sha1-VgiurfwAvmwpAd9fmGF4jeDVl8g="
     },
+    "node_modules/compression/node_modules/negotiator": {
+      "version": "0.6.4",
+      "resolved": "https://registry.npmjs.org/negotiator/-/negotiator-0.6.4.tgz",
+      "integrity": "sha512-myRT3DiWPHqho5PrJaIRyaMv2kgYf0mUVgBNOYMuCH5Ki1yEiQaf/ZJuQ62nvpc44wL5WDbTX7yGJi1Neevw8w==",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/compression/node_modules/safe-buffer": {
+      "version": "5.2.1",
+      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz",
+      "integrity": "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ]
+    },
     "node_modules/concat-map": {
       "version": "0.0.1",
       "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
@@ -5723,9 +5796,9 @@
       }
     },
     "node_modules/cookie": {
-      "version": "0.6.0",
-      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.6.0.tgz",
-      "integrity": "sha512-U71cyTamuh1CRNCfpGY6to28lxvNwPG4Guz/EVjgf3Jmzv0vlDp1atT9eS5dDjMYHucpHbWns6Lwf3BKz6svdw==",
+      "version": "0.7.1",
+      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.7.1.tgz",
+      "integrity": "sha512-6DnInpx7SJ2AK3+CTUE/ZM0vWTUboZCegxhC2xiIydHR9jNuTAASBrfEpHhiGOZw/nX51bHt6YQl8jsGo4y/0w==",
       "engines": {
         "node": ">= 0.6"
       }
@@ -6411,6 +6484,22 @@
         "node": ">=6"
       }
     },
+    "node_modules/define-data-property": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/define-data-property/-/define-data-property-1.1.4.tgz",
+      "integrity": "sha512-rBMvIzlpA8v6E+SJZoo++HAYqsLrkg7MSfIinMPFhmkorw7X+dOXVJQs+QT69zGkzMyfDnIMN2Wid1+NbL3T+A==",
+      "dependencies": {
+        "es-define-property": "^1.0.0",
+        "es-errors": "^1.3.0",
+        "gopd": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/define-properties": {
       "version": "1.1.3",
       "resolved": "https://registry.npmjs.org/define-properties/-/define-properties-1.1.3.tgz",
@@ -6781,6 +6870,20 @@
       "resolved": "https://registry.npmjs.org/dotenv-expand/-/dotenv-expand-5.1.0.tgz",
       "integrity": "sha512-YXQl1DSa4/PQyRfgrv6aoNjhasp/p4qs9FjJ4q4cQk+8m4r6k4ZSiEyytKG8f8W9gi8WsQtIObNmKd+tMzNTmA=="
     },
+    "node_modules/dunder-proto": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/dunder-proto/-/dunder-proto-1.0.1.tgz",
+      "integrity": "sha512-KIN/nDJBQRcXw0MLVhZE9iQHmG68qAVIBg9CqmUYjmQIhgij9U5MFvrqkUL5FbtyyzZuOeOt0zdeRe4UY7ct+A==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.1",
+        "es-errors": "^1.3.0",
+        "gopd": "^1.2.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
     "node_modules/duplexer": {
       "version": "0.1.2",
       "resolved": "https://registry.npmjs.org/duplexer/-/duplexer-0.1.2.tgz",
@@ -6817,9 +6920,10 @@
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     },
     "node_modules/elliptic": {
-      "version": "6.5.7",
-      "resolved": "https://registry.npmjs.org/elliptic/-/elliptic-6.5.7.tgz",
-      "integrity": "sha512-ESVCtTwiA+XhY3wyh24QqRGBoP3rEdDUl3EDUUo9tft074fi19IrdpH7hLCMMP3CIj7jb3W96rn8lt/BqIlt5Q==",
+      "version": "6.6.1",
+      "resolved": "https://registry.npmjs.org/elliptic/-/elliptic-6.6.1.tgz",
+      "integrity": "sha512-RaddvvMatK2LJHqFJ+YA4WysVN5Ita9E35botqIYspQ4TkRAlCicdzKOjlyv/1Za5RyTNn7di//eEV0uTAfe3g==",
+      "license": "MIT",
       "dependencies": {
         "bn.js": "^4.11.9",
         "brorand": "^1.1.0",
@@ -6862,9 +6966,9 @@
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     },
     "node_modules/encodeurl": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/encodeurl/-/encodeurl-1.0.2.tgz",
-      "integrity": "sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w==",
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/encodeurl/-/encodeurl-2.0.0.tgz",
+      "integrity": "sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==",
       "engines": {
         "node": ">= 0.8"
       }
@@ -7037,6 +7141,49 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/es-define-property": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/es-define-property/-/es-define-property-1.0.1.tgz",
+      "integrity": "sha512-e3nRfgfUZ4rNGL232gUgX06QNyyez04KdjFrF+LTRoOXmrOgFKDg4BCdsjW8EnT69eqdYGmRpJwiPVYNrCaW3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-errors": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/es-errors/-/es-errors-1.3.0.tgz",
+      "integrity": "sha512-Zf5H2Kxt2xjTvbJvP2ZWLEICxA6j+hAmMzIlypy4xcBg1vKVnx89Wy0GbS+kf5cwCVFFzdCFh2XSCFNULS6csw==",
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-object-atoms": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/es-object-atoms/-/es-object-atoms-1.1.1.tgz",
+      "integrity": "sha512-FGgH2h8zKNim9ljj7dankFPcICIK9Cp5bm+c2gQSYePhpaG5+esrLODihIorn+Pe6FGJzWhXQotPv73jTaldXA==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/es-set-tostringtag": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/es-set-tostringtag/-/es-set-tostringtag-2.1.0.tgz",
+      "integrity": "sha512-j6vWzfrGVfyXxge+O0x5sh6cvxAog0a/4Rdd2K36zCMV5eJ+/+tOAngRO8cODMNWbVRdVlmGZQL2YS3yR8bIUA==",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.6",
+        "has-tostringtag": "^1.0.2",
+        "hasown": "^2.0.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
     "node_modules/es-to-primitive": {
       "version": "1.2.1",
       "resolved": "https://registry.npmjs.org/es-to-primitive/-/es-to-primitive-1.2.1.tgz",
@@ -8419,36 +8566,36 @@
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     "node_modules/express": {
-      "version": "4.19.2",
-      "resolved": "https://registry.npmjs.org/express/-/express-4.19.2.tgz",
-      "integrity": "sha512-5T6nhjsT+EOMzuck8JjBHARTHfMht0POzlA60WV2pMD3gyXw2LZnZ+ueGdNxG+0calOJcWKbpFcuzLZ91YWq9Q==",
+      "version": "4.21.2",
+      "resolved": "https://registry.npmjs.org/express/-/express-4.21.2.tgz",
+      "integrity": "sha512-28HqgMZAmih1Czt9ny7qr6ek2qddF4FclbMzwhCREB6OFfH+rXAnuNCwo1/wFvrtbgsQDb4kSbX9de9lFbrXnA==",
       "dependencies": {
         "accepts": "~1.3.8",
         "array-flatten": "1.1.1",
-        "body-parser": "1.20.2",
+        "body-parser": "1.20.3",
         "content-disposition": "0.5.4",
         "content-type": "~1.0.4",
-        "cookie": "0.6.0",
+        "cookie": "0.7.1",
         "cookie-signature": "1.0.6",
         "debug": "2.6.9",
         "depd": "2.0.0",
-        "encodeurl": "~1.0.2",
+        "encodeurl": "~2.0.0",
         "escape-html": "~1.0.3",
         "etag": "~1.8.1",
-        "finalhandler": "1.2.0",
+        "finalhandler": "1.3.1",
         "fresh": "0.5.2",
         "http-errors": "2.0.0",
-        "merge-descriptors": "1.0.1",
+        "merge-descriptors": "1.0.3",
         "methods": "~1.1.2",
         "on-finished": "2.4.1",
         "parseurl": "~1.3.3",
-        "path-to-regexp": "0.1.7",
+        "path-to-regexp": "0.1.12",
         "proxy-addr": "~2.0.7",
-        "qs": "6.11.0",
+        "qs": "6.13.0",
         "range-parser": "~1.2.1",
         "safe-buffer": "5.2.1",
-        "send": "0.18.0",
-        "serve-static": "1.15.0",
+        "send": "0.19.0",
+        "serve-static": "1.16.2",
         "setprototypeof": "1.2.0",
         "statuses": "2.0.1",
         "type-is": "~1.6.18",
@@ -8457,6 +8604,10 @@
       },
       "engines": {
         "node": ">= 0.10.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
       }
     },
     "node_modules/express/node_modules/array-flatten": {
@@ -8783,12 +8934,12 @@
       }
     },
     "node_modules/finalhandler": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/finalhandler/-/finalhandler-1.2.0.tgz",
-      "integrity": "sha512-5uXcUVftlQMFnWC9qu/svkWv3GTd2PfUhK/3PLkYNAe7FbqJMt3515HaxE6eRL74GdsriiwujiawdaB1BpEISg==",
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+      "resolved": "https://registry.npmjs.org/merge-descriptors/-/merge-descriptors-1.0.3.tgz",
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     },
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@@ -35614,9 +36212,9 @@
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     },
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-      "version": "3.3.7",
-      "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.7.tgz",
-      "integrity": "sha512-eSRppjcPIatRIMC1U6UngP8XFcz8MQWGQdt1MTBQ7NaAmvXDfvNxbvWV3x2y6CdEUciCSsDHDQZbhYaB8QEo2g=="
+      "version": "3.3.8",
+      "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.8.tgz",
+      "integrity": "sha512-WNLf5Sd8oZxOm+TzppcYk8gVOgP+l58xNy58D0nbUnOxOWRWvlcCV4kUF7ltmI6PsrLl/BgKEyS4mqsGChFN0w=="
     },
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       "version": "1.2.13",
@@ -35894,9 +36492,9 @@
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     },
     "object-inspect": {
-      "version": "1.9.0",
-      "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.9.0.tgz",
-      "integrity": "sha512-i3Bp9iTqwhaLZBxGkRfo5ZbE07BQRT7MGu8+nNgwW9ItGp1TzCTw2DLEoWwjClxBjOFI/hWljTAmYGCEwmtnOw=="
+      "version": "1.13.2",
+      "resolved": "https://registry.npmjs.org/object-inspect/-/object-inspect-1.13.2.tgz",
+      "integrity": "sha512-IRZSRuzJiynemAXPYtPe5BoI/RESNYR7TYm50MC5Mqbd3Jmw5y790sErYw3V6SryFJD64b74qQQs9wn5Bg/k3g=="
     },
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       "version": "1.1.4",
@@ -35996,9 +36594,9 @@
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-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/on-headers/-/on-headers-1.0.2.tgz",
-      "integrity": "sha512-pZAE+FJLoyITytdqK0U5s+FIpjN0JP3OzFi/u8Rx+EV5/W+JTWGXG8xFzevE7AjBfDqHv/8vL8qQsIhHnqRkrA=="
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/on-headers/-/on-headers-1.1.0.tgz",
+      "integrity": "sha512-737ZY3yNnXy37FHkQxPzt4UZ2UWPWiCZWLvFZ4fu5cueciegX0zGPnrlY6bwRg4FdQOe9YU8MkmJwGhoMybl8A=="
     },
     "once": {
       "version": "1.4.0",
@@ -36275,20 +36873,56 @@
       "integrity": "sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw=="
     },
     "path-to-regexp": {
-      "version": "0.1.7",
-      "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.7.tgz",
-      "integrity": "sha1-32BBeABfUi8V60SQ5yR6G/qmf4w="
+      "version": "0.1.12",
+      "resolved": "https://registry.npmjs.org/path-to-regexp/-/path-to-regexp-0.1.12.tgz",
+      "integrity": "sha512-RA1GjUVMnvYFxuqovrEqZoxxW5NUZqbwKtYz/Tt7nXerk0LbLblQmrsgdeOxV5SFHf0UDggjS/bSeOZwt1pmEQ=="
     },
     "pbkdf2": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/pbkdf2/-/pbkdf2-3.1.1.tgz",
-      "integrity": "sha512-4Ejy1OPxi9f2tt1rRV7Go7zmfDQ+ZectEQz3VGUQhgq62HtIRPDyG/JtnwIxs6x3uNMwo2V7q1fMvKjb+Tnpqg==",
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/pbkdf2/-/pbkdf2-3.1.3.tgz",
+      "integrity": "sha512-wfRLBZ0feWRhCIkoMB6ete7czJcnNnqRpcoWQBLqatqXXmelSRqfdDK4F3u9T2s2cXas/hQJcryI/4lAL+XTlA==",
       "requires": {
-        "create-hash": "^1.1.2",
-        "create-hmac": "^1.1.4",
-        "ripemd160": "^2.0.1",
-        "safe-buffer": "^5.0.1",
-        "sha.js": "^2.4.8"
+        "create-hash": "~1.1.3",
+        "create-hmac": "^1.1.7",
+        "ripemd160": "=2.0.1",
+        "safe-buffer": "^5.2.1",
+        "sha.js": "^2.4.11",
+        "to-buffer": "^1.2.0"
+      },
+      "dependencies": {
+        "create-hash": {
+          "version": "1.1.3",
+          "resolved": "https://registry.npmjs.org/create-hash/-/create-hash-1.1.3.tgz",
+          "integrity": "sha512-snRpch/kwQhcdlnZKYanNF1m0RDlrCdSKQaH87w1FCFPVPNCQ/Il9QJKAX2jVBZddRdaHBMC+zXa9Gw9tmkNUA==",
+          "requires": {
+            "cipher-base": "^1.0.1",
+            "inherits": "^2.0.1",
+            "ripemd160": "^2.0.0",
+            "sha.js": "^2.4.0"
+          }
+        },
+        "hash-base": {
+          "version": "2.0.2",
+          "resolved": "https://registry.npmjs.org/hash-base/-/hash-base-2.0.2.tgz",
+          "integrity": "sha512-0TROgQ1/SxE6KmxWSvXHvRj90/Xo1JvZShofnYF+f6ZsGtR4eES7WfrQzPalmyagfKZCXpVnitiRebZulWsbiw==",
+          "requires": {
+            "inherits": "^2.0.1"
+          }
+        },
+        "ripemd160": {
+          "version": "2.0.1",
+          "resolved": "https://registry.npmjs.org/ripemd160/-/ripemd160-2.0.1.tgz",
+          "integrity": "sha512-J7f4wutN8mdbV08MJnXibYpCOPHR+yzy+iQ/AsjMv2j8cLavQ8VGagDFUwwTAdF8FmRKVeNpbTTEwNHCW1g94w==",
+          "requires": {
+            "hash-base": "^2.0.0",
+            "inherits": "^2.0.1"
+          }
+        },
+        "safe-buffer": {
+          "version": "5.2.1",
+          "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz",
+          "integrity": "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ=="
+        }
       }
     },
     "performance-now": {
@@ -36415,6 +37049,11 @@
       "resolved": "https://registry.npmjs.org/posix-character-classes/-/posix-character-classes-0.1.1.tgz",
       "integrity": "sha1-AerA/jta9xoqbAL+q7jB/vfgDqs="
     },
+    "possible-typed-array-names": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/possible-typed-array-names/-/possible-typed-array-names-1.1.0.tgz",
+      "integrity": "sha512-/+5VFTchJDoVj3bhoqi6UeymcD00DAwb1nJwamzPvHEszJ4FpF6SNNbUbOS8yI56qHzdV8eK0qEfOSiodkTdxg=="
+    },
     "postcss": {
       "version": "7.0.39",
       "resolved": "https://registry.npmjs.org/postcss/-/postcss-7.0.39.tgz",
@@ -37687,11 +38326,11 @@
       "integrity": "sha1-fjL3W0E4EpHQRhHxvxQQmsAGUdc="
     },
     "qs": {
-      "version": "6.11.0",
-      "resolved": "https://registry.npmjs.org/qs/-/qs-6.11.0.tgz",
-      "integrity": "sha512-MvjoMCJwEarSbUYk5O+nmoSzSutSsTwF85zcHPQ9OrlFoZOYIjaqBAJIqIXjptyD5vThxGq52Xu/MaJzRkIk4Q==",
+      "version": "6.13.0",
+      "resolved": "https://registry.npmjs.org/qs/-/qs-6.13.0.tgz",
+      "integrity": "sha512-+38qI9SOr8tfZ4QmJNplMUxqjbe7LKvvZgWdExBOmd+egZTtjLB67Gu0HRX3u/XOq7UU2Nx6nsjvS16Z9uwfpg==",
       "requires": {
-        "side-channel": "^1.0.4"
+        "side-channel": "^1.0.6"
       }
     },
     "query-string": {
@@ -37776,13 +38415,6 @@
         "http-errors": "2.0.0",
         "iconv-lite": "0.4.24",
         "unpipe": "1.0.0"
-      },
-      "dependencies": {
-        "bytes": {
-          "version": "3.1.2",
-          "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
-          "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg=="
-        }
       }
     },
     "react": {
@@ -37953,10 +38585,10 @@
         "scheduler": "^0.19.1"
       }
     },
-    "react-ga": {
-      "version": "2.7.0",
-      "resolved": "https://registry.npmjs.org/react-ga/-/react-ga-2.7.0.tgz",
-      "integrity": "sha512-AjC7UOZMvygrWTc2hKxTDvlMXEtbmA0IgJjmkhgmQQ3RkXrWR11xEagLGFGaNyaPnmg24oaIiaNPnEoftUhfXA=="
+    "react-ga4": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/react-ga4/-/react-ga4-2.1.0.tgz",
+      "integrity": "sha512-ZKS7PGNFqqMd3PJ6+C2Jtz/o1iU9ggiy8Y8nUeksgVuvNISbmrQtJiZNvC/TjDsqD0QlU5Wkgs7i+w9+OjHhhQ=="
     },
     "react-icons": {
       "version": "3.11.0",
@@ -39029,9 +39661,9 @@
       "dev": true
     },
     "send": {
-      "version": "0.18.0",
-      "resolved": "https://registry.npmjs.org/send/-/send-0.18.0.tgz",
-      "integrity": "sha512-qqWzuOjSFOuqPjFe4NOsMLafToQQwBSOEpS+FwEt3A2V3vKubTquT3vmLTQpFgMXp8AlFWFuP1qKaJZOtPpVXg==",
+      "version": "0.19.0",
+      "resolved": "https://registry.npmjs.org/send/-/send-0.19.0.tgz",
+      "integrity": "sha512-dW41u5VfLXu8SJh5bwRmyYUbAoSB3c9uQh6L8h/KtsFREPWpbX1lrljJo186Jc4nmci/sGUZ9a0a0J2zgfq2hw==",
       "requires": {
         "debug": "2.6.9",
         "depd": "2.0.0",
@@ -39068,6 +39700,11 @@
           "resolved": "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz",
           "integrity": "sha512-g7nH6P6dyDioJogAAGprGpCtVImJhpPk/roCzdb3fIh61/s/nPsfR6onyMwkCAR/OlC3yBC0lESvUoQEAssIrw=="
         },
+        "encodeurl": {
+          "version": "1.0.2",
+          "resolved": "https://registry.npmjs.org/encodeurl/-/encodeurl-1.0.2.tgz",
+          "integrity": "sha512-TPJXq8JqFaVYm2CWmPvnP2Iyo4ZSM7/QKcSmuMLDObfpH5fi7RUGmd/rTDf+rut/saiDiQEeVTNgAmJEdAOx0w=="
+        },
         "ms": {
           "version": "2.1.3",
           "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz",
@@ -39139,14 +39776,14 @@
       }
     },
     "serve-static": {
-      "version": "1.15.0",
-      "resolved": "https://registry.npmjs.org/serve-static/-/serve-static-1.15.0.tgz",
-      "integrity": "sha512-XGuRDNjXUijsUL0vl6nSD7cwURuzEgglbOaFuZM9g3kwDXOWVTck0jLzjPzGD+TazWbboZYu52/9/XPdUgne9g==",
+      "version": "1.16.2",
+      "resolved": "https://registry.npmjs.org/serve-static/-/serve-static-1.16.2.tgz",
+      "integrity": "sha512-VqpjJZKadQB/PEbEwvFdO43Ax5dFBZ2UECszz8bQ7pi7wt//PWe1P6MN7eCnjsatYtBT6EuiClbjSWP2WrIoTw==",
       "requires": {
-        "encodeurl": "~1.0.2",
+        "encodeurl": "~2.0.0",
         "escape-html": "~1.0.3",
         "parseurl": "~1.3.3",
-        "send": "0.18.0"
+        "send": "0.19.0"
       }
     },
     "set-blocking": {
@@ -39154,6 +39791,19 @@
       "resolved": "https://registry.npmjs.org/set-blocking/-/set-blocking-2.0.0.tgz",
       "integrity": "sha1-BF+XgtARrppoA93TgrJDkrPYkPc="
     },
+    "set-function-length": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/set-function-length/-/set-function-length-1.2.2.tgz",
+      "integrity": "sha512-pgRc4hJ4/sNjWCSS9AmnS40x3bNMDTknHgL5UaMBTMyJnU90EgWh1Rz+MC9eFu4BuN/UwZjKQuY/1v3rM7HMfg==",
+      "requires": {
+        "define-data-property": "^1.1.4",
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2",
+        "get-intrinsic": "^1.2.4",
+        "gopd": "^1.0.1",
+        "has-property-descriptors": "^1.0.2"
+      }
+    },
     "set-value": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/set-value/-/set-value-2.0.1.tgz",
@@ -39227,13 +39877,14 @@
       "optional": true
     },
     "side-channel": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.0.4.tgz",
-      "integrity": "sha512-q5XPytqFEIKHkGdiMIrY10mvLRvnQh42/+GoBlFW3b2LXLE2xxJpZFdm94we0BaoV3RwJyGqg5wS7epxTv0Zvw==",
+      "version": "1.0.6",
+      "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.0.6.tgz",
+      "integrity": "sha512-fDW/EZ6Q9RiO8eFG8Hj+7u/oW+XrPTIChwCOM2+th2A6OblDtYYIpve9m+KvI9Z4C9qSEXlaGR6bTEYHReuglA==",
       "requires": {
-        "call-bind": "^1.0.0",
-        "get-intrinsic": "^1.0.2",
-        "object-inspect": "^1.9.0"
+        "call-bind": "^1.0.7",
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.4",
+        "object-inspect": "^1.13.1"
       }
     },
     "signal-exit": {
@@ -40267,6 +40918,28 @@
       "resolved": "https://registry.npmjs.org/to-arraybuffer/-/to-arraybuffer-1.0.1.tgz",
       "integrity": "sha1-fSKbH8xjfkZsoIEYCDanqr/4P0M="
     },
+    "to-buffer": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/to-buffer/-/to-buffer-1.2.1.tgz",
+      "integrity": "sha512-tB82LpAIWjhLYbqjx3X4zEeHN6M8CiuOEy2JY8SEQVdYRe3CCHOFaqrBW1doLDrfpWhplcW7BL+bO3/6S3pcDQ==",
+      "requires": {
+        "isarray": "^2.0.5",
+        "safe-buffer": "^5.2.1",
+        "typed-array-buffer": "^1.0.3"
+      },
+      "dependencies": {
+        "isarray": {
+          "version": "2.0.5",
+          "resolved": "https://registry.npmjs.org/isarray/-/isarray-2.0.5.tgz",
+          "integrity": "sha512-xHjhDr3cNBK0BzdUJSPXZntQUx/mwMS5Rw4A7lPJ90XGAO6ISP/ePDNuo0vhqOZU+UD5JoodwCAAoZQd3FeAKw=="
+        },
+        "safe-buffer": {
+          "version": "5.2.1",
+          "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz",
+          "integrity": "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ=="
+        }
+      }
+    },
     "to-fast-properties": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/to-fast-properties/-/to-fast-properties-2.0.0.tgz",
@@ -40449,6 +41122,16 @@
         "mime-types": "~2.1.24"
       }
     },
+    "typed-array-buffer": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/typed-array-buffer/-/typed-array-buffer-1.0.3.tgz",
+      "integrity": "sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==",
+      "requires": {
+        "call-bound": "^1.0.3",
+        "es-errors": "^1.3.0",
+        "is-typed-array": "^1.1.14"
+      }
+    },
     "typed-styles": {
       "version": "0.0.7",
       "resolved": "https://registry.npmjs.org/typed-styles/-/typed-styles-0.0.7.tgz",
@@ -41781,6 +42464,20 @@
       "resolved": "https://registry.npmjs.org/which-module/-/which-module-2.0.0.tgz",
       "integrity": "sha1-2e8H3Od7mQK4o6j6SzHD4/fm6Ho="
     },
+    "which-typed-array": {
+      "version": "1.1.19",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.19.tgz",
+      "integrity": "sha512-rEvr90Bck4WZt9HHFC4DJMsjvu7x+r6bImz0/BrbWb7A2djJ8hnZMrWnHo9F8ssv0OMErasDhftrfROTyqSDrw==",
+      "requires": {
+        "available-typed-arrays": "^1.0.7",
+        "call-bind": "^1.0.8",
+        "call-bound": "^1.0.4",
+        "for-each": "^0.3.5",
+        "get-proto": "^1.0.1",
+        "gopd": "^1.2.0",
+        "has-tostringtag": "^1.0.2"
+      }
+    },
     "word-wrap": {
       "version": "1.2.4",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.4.tgz",
diff --git a/package.json b/package.json
index 04111e6f..0f3e6a60 100644
--- a/package.json
+++ b/package.json
@@ -15,7 +15,7 @@
     "prop-types": "^15.8.1",
     "react": "^16.14.0",
     "react-dom": "^16.14.0",
-    "react-ga": "^2.7.0",
+    "react-ga4": "^2.1.0",
     "react-icons": "^3.11.0",
     "react-markdown": "^4.3.1",
     "react-minimal-pie-chart": "^8.4.0",
diff --git a/src/components/Acknowledgements/styles.scss b/src/components/Acknowledgements/styles.scss
index 92e38243..3602f44c 100644
--- a/src/components/Acknowledgements/styles.scss
+++ b/src/components/Acknowledgements/styles.scss
@@ -13,3 +13,13 @@
     padding: 0;
   }
 }
+
+body.dark-mode .acknowledgements {
+  background-color: #161a1d;
+  color: #ffffff;
+
+  .card {
+    background-color: #1d2125;
+    color: #ffffff;
+  }
+}
diff --git a/src/components/App.js b/src/components/App.js
index 9597ade1..9367c785 100644
--- a/src/components/App.js
+++ b/src/components/App.js
@@ -5,12 +5,11 @@ import './styles.scss';
 import Navigation from './Navigation';
 import Tabs from './Tabs';
 
-import { initGA, PageView } from './Shared/Tracking';
+import { initGA } from './Shared/Tracking';
 
 class App extends React.Component {
   componentDidMount() {
-    initGA('G-GKMJ4KP806', { debug: false });
-    PageView();
+    initGA('G-J7FBQPGZTW');
   }
 
   render() {
diff --git a/src/components/Dark-Mode/index.js b/src/components/Dark-Mode/index.js
new file mode 100644
index 00000000..44378efc
--- /dev/null
+++ b/src/components/Dark-Mode/index.js
@@ -0,0 +1,34 @@
+import React, { useState, useEffect } from 'react';
+import Toggle from 'react-toggle';
+
+const DarkMode = () => {
+  const [darkMode, setDarkMode] = useState(() => {
+    const savedMode = localStorage.getItem('darkMode');
+    return savedMode ? JSON.parse(savedMode) : false;
+  });
+
+  const toggleDarkMode = () => {
+    setDarkMode(prevMode => {
+      const newMode = !prevMode;
+      localStorage.setItem('darkMode', newMode);
+      return newMode;
+    });
+  };
+  useEffect(() => {
+    document.body.className = darkMode ? 'dark-mode' : 'light-mode';
+  }, [darkMode]);
+
+  return (
+    <Toggle
+      id="darkMode-toggle"
+      checked={darkMode}
+      onChange={toggleDarkMode}
+      icons={{
+        checked: <span style={{ fontSize: 12 }}>🌙</span>,
+        unchecked: <span style={{ fontSize: 12 }}>☀️</span>,
+      }}
+    />
+  );
+};
+
+export default DarkMode;
diff --git a/src/components/Navigation/index.js b/src/components/Navigation/index.js
index b23fbf14..8457c683 100644
--- a/src/components/Navigation/index.js
+++ b/src/components/Navigation/index.js
@@ -11,10 +11,11 @@ import { FaGithub } from 'react-icons/fa';
 import { Event } from '../Shared/Tracking';
 
 import './styles.scss';
+import DarkMode from '../Dark-Mode';
 
 const Navigation = () => {
   return (
-    <Navbar color="light" light>
+    <Navbar className="navbar sticky">
       <Container>
         <NavbarBrand
           onClick={() =>
@@ -34,6 +35,7 @@ const Navigation = () => {
             </NavLink>
           </NavItem>
         </Nav>
+        <DarkMode />
       </Container>
     </Navbar>
   );
diff --git a/src/components/Navigation/styles.scss b/src/components/Navigation/styles.scss
index dce9bfad..b8749e2c 100644
--- a/src/components/Navigation/styles.scss
+++ b/src/components/Navigation/styles.scss
@@ -1,3 +1,31 @@
+.navbar.sticky {
+  position: sticky;
+  top: 0;
+  z-index: 1;
+}
+
+body.light-mode .navbar {
+  background-color: #f7f8f9;
+  color: #000000;
+}
+body.light-mode .navbar a {
+  color: #212529;
+}
+
+body.dark-mode .navbar {
+  background-color: #1d2125;
+  color: #ffffff;
+}
+body.dark-mode .navbar a {
+  color: #ffffff;
+}
+body.dark-mode .navbar-nav svg {
+  color: #ffffff;
+}
+body.dark-mode .navbar-nav svg:hover {
+  color: #ffc952;
+}
+
 .navbar-brand {
   font-weight: 600;
   letter-spacing: 1px;
@@ -29,5 +57,6 @@
 
   svg {
     font-size: 2em;
+    margin: 0px 10px;
   }
 }
diff --git a/src/components/Shared/Tracking/index.js b/src/components/Shared/Tracking/index.js
index 9d0f0f13..8ca524ec 100644
--- a/src/components/Shared/Tracking/index.js
+++ b/src/components/Shared/Tracking/index.js
@@ -1,11 +1,12 @@
-import ReactGA from 'react-ga';
+import ReactGA from 'react-ga4';
 
 const initGA = (trackingID, options) => {
-  ReactGA.initialize(trackingID, { ...options });
-};
-
-const PageView = () => {
-  ReactGA.pageview(window.location.pathname + window.location.search);
+  ReactGA.initialize([
+    {
+      trackingId: trackingID,
+      gaOptions: { ...options },
+    },
+  ]);
 };
 
 const Event = (category, action, label) => {
@@ -16,4 +17,4 @@ const Event = (category, action, label) => {
   });
 };
 
-export { initGA, PageView, Event };
+export { initGA, Event };
diff --git a/src/components/Table/index.js b/src/components/Table/index.js
index 68b42123..39125efa 100644
--- a/src/components/Table/index.js
+++ b/src/components/Table/index.js
@@ -176,7 +176,7 @@ const Table = () => {
                     labelPosition={0}
                     labelStyle={{
                       // Needed for Dark Reader to work
-                      fill: 'black',
+                      fill: '#A54800',
                     }}
                     startAngle={-90}
                     lineWidth={12}
diff --git a/src/components/Table/styles.scss b/src/components/Table/styles.scss
index 990d7d22..5c566b27 100644
--- a/src/components/Table/styles.scss
+++ b/src/components/Table/styles.scss
@@ -1,3 +1,54 @@
+body.light-mode .table {
+  background-color: #ffffff;
+  color: #000000;
+}
+body.light-mode .table thead > tr th {
+  background-color: #ffffff;
+}
+body.light-mode .pattern-count {
+  background-color: #ffffff;
+  color: #000000;
+}
+body.light-mode .table tr:nth-child(odd) {
+  background-color: #f1f2f4;
+}
+body.light-mode .table tr:nth-child(even) {
+  background-color: #ffffff;
+}
+body.light-mode .table tbody tr:hover {
+  background-color: #dcdfe4;
+  color: #000000;
+}
+
+body.dark-mode .table {
+  background-color: #161a1d;
+  color: #ffffff;
+}
+body.dark-mode .table thead > tr th {
+  background-color: #161a1d;
+}
+body.dark-mode .pattern-count {
+  background-color: #161a1d;
+  color: #ffffff;
+}
+body.dark-mode .table tr:nth-child(odd) {
+  background-color: #22272b;
+}
+body.dark-mode .table tr:nth-child(even) {
+  background-color: #161a1d;
+}
+body.dark-mode .table tbody tr:hover {
+  background-color: #101214;
+  color: #ffffff;
+}
+body.dark-mode .modal-content {
+  background-color: #1d2125;
+  color: #ffffff;
+  .close {
+    color: #ffffff;
+  }
+}
+
 .table {
   .row {
     justify-content: center;
@@ -11,7 +62,7 @@
     > tr th {
       background: white;
       position: sticky;
-      top: 0;
+      top: 50px;
       text-wrap: nowrap;
     }
   }
diff --git a/src/components/Tips/index.js b/src/components/Tips/index.js
index 81966614..9bad14ee 100644
--- a/src/components/Tips/index.js
+++ b/src/components/Tips/index.js
@@ -33,6 +33,7 @@ If must solve in-place then
 
 If asked for maximum/minimum subarray/subset/options then
 - Dynamic programming
+- Sliding window
 
 If asked for top/least K items then
 - Heap
diff --git a/src/components/Tips/styles.scss b/src/components/Tips/styles.scss
index a96bf7fa..84ef3d7e 100644
--- a/src/components/Tips/styles.scss
+++ b/src/components/Tips/styles.scss
@@ -7,3 +7,17 @@
   color: #333;
   background: #f8f8f8;
 }
+body.light-mode .tips {
+  background-color: #f7f8f9;
+  color: #333;
+}
+
+body.dark-mode .tips {
+  background-color: #1d2125;
+  color: #ffffff;
+}
+body.dark-mode .tips pre,
+body.dark-mode .tips code {
+  background-color: #1d2125;
+  color: #ffffff;
+}
diff --git a/src/components/styles.scss b/src/components/styles.scss
index eb814e6a..71c678b7 100644
--- a/src/components/styles.scss
+++ b/src/components/styles.scss
@@ -1,10 +1,33 @@
 @import url('https://fonts.googleapis.com/css?family=Open+Sans:400,700');
 
 .App {
-  margin-left: calc(100vw - 100%);
   margin-right: 0;
-
   font-family: 'Open Sans', sans-serif;
   font-size: 14px;
   -webkit-font-smoothing: antialiased !important;
 }
+
+body.light-mode {
+  background-color: #ffffff;
+  color: #000000;
+}
+body.light-mode a {
+  color: #0c66e4;
+}
+
+body.dark-mode {
+  background-color: #161a1d;
+  color: #ffffff;
+}
+body.dark-mode a {
+  color: #579dff;
+}
+
+.react-toggle-track-check,
+.react-toggle-track-x {
+  display: inline-flex;
+  justify-content: center;
+  align-items: center;
+  margin: 0 !important;
+  height: 100% !important;
+}
diff --git a/src/data/questions.json b/src/data/questions.json
index 50704826..298d6706 100644
--- a/src/data/questions.json
+++ b/src/data/questions.json
@@ -1,5 +1,5 @@
 {
-  "updated": "2024-08-25T12:02:59.973157",
+  "updated": "2025-08-10T12:03:55.084408",
   "data": [
     {
       "id": 0,
@@ -12,48 +12,48 @@
       "premium": false,
       "companies": [
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 7
+          "name": "Google",
+          "slug": "google",
+          "frequency": 11
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 7
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 5
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 6
+          "frequency": 5
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 5
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 2
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
+          "name": "Netflix",
+          "slug": "netflix",
+          "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "name": "Visa",
+          "slug": "visa",
+          "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         }
       ]
@@ -72,52 +72,32 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
+          "frequency": 11
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
-        },
-        {
-          "name": "Warnermedia",
-          "slug": "warnermedia",
-          "frequency": 4
+          "frequency": 6
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
+          "name": "IBM",
+          "slug": "ibm",
+          "frequency": 3
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
           "frequency": 2
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
         }
       ]
     },
@@ -131,14 +111,19 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Tinkoff",
+          "slug": "tinkoff",
           "frequency": 2
         }
       ]
@@ -154,39 +139,39 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 12
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 7
+          "frequency": 20
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 6
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 13
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 4
+          "frequency": 7
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
+          "frequency": 5
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         }
       ]
@@ -204,12 +189,7 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 19
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 14
+          "frequency": 26
         },
         {
           "name": "Google",
@@ -217,88 +197,93 @@
           "frequency": 6
         },
         {
-          "name": "Asana",
-          "slug": "asana",
-          "frequency": 6
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 5
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 4
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 6
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 5
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 4
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 4
+          "frequency": 3
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
-          "frequency": 4
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Asana",
+          "slug": "asana",
           "frequency": 3
         },
         {
-          "name": "Warnermedia",
-          "slug": "warnermedia",
-          "frequency": 3
+          "name": "Adobe",
+          "slug": "adobe",
+          "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Tekion",
-          "slug": "tekion",
+          "name": "Fractal Analytics",
+          "slug": "fractal-analytics",
           "frequency": 2
         },
         {
-          "name": "Autodesk",
-          "slug": "autodesk",
+          "name": "ZS Associates",
+          "slug": "zs-associates",
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "ThousandEyes",
+          "slug": "thousandeyes",
           "frequency": 2
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Sigmoid",
+          "slug": "sigmoid",
           "frequency": 2
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "Infosys",
+          "slug": "infosys",
           "frequency": 2
         }
       ]
@@ -318,56 +303,56 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
+          "frequency": 9
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 7
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 3
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 3
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
-          "frequency": 3
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 2
+        },
+        {
+          "name": "Anduril",
+          "slug": "anduril",
           "frequency": 2
         }
       ]
@@ -383,24 +368,34 @@
       "premium": false,
       "companies": [
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 9
-        },
-        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 8
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 4
+        },
+        {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 4
+          "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 2
         },
         {
           "name": "Meta",
           "slug": "facebook",
           "frequency": 2
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 2
         }
       ]
     },
@@ -414,14 +409,24 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 16
+        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 9
+          "frequency": 13
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 12
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 6
         },
         {
@@ -430,19 +435,14 @@
           "frequency": 5
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 4
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 3
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
+          "name": "Nutanix",
+          "slug": "nutanix",
+          "frequency": 2
         },
         {
           "name": "Oracle",
@@ -450,13 +450,33 @@
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "eBay",
+          "slug": "ebay",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Infosys",
+          "slug": "infosys",
+          "frequency": 2
+        },
+        {
+          "name": "Autodesk",
+          "slug": "autodesk",
+          "frequency": 2
+        },
+        {
+          "name": "J.P. Morgan",
+          "slug": "jpmorgan",
+          "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         }
       ]
@@ -471,49 +491,59 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 12
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
+          "frequency": 22
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 16
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 9
+          "frequency": 8
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 8
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 7
+        },
+        {
+          "name": "eBay",
+          "slug": "ebay",
+          "frequency": 6
+        },
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 6
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 6
+          "frequency": 5
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 5
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Epic Systems",
+          "slug": "epic-systems",
           "frequency": 5
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Roblox",
+          "slug": "roblox",
           "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
@@ -522,158 +552,136 @@
           "frequency": 3
         },
         {
-          "name": "Epic Systems",
-          "slug": "epic-systems",
+          "name": "josh technology",
+          "slug": "josh-technology",
           "frequency": 3
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 3
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Yahoo",
+          "slug": "yahoo",
           "frequency": 2
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
-        }
-      ]
-    },
-    {
-      "id": 9,
-      "title": "Rotate Image",
-      "slug": "rotate-image",
-      "pattern": [
-        "Arrays"
-      ],
-      "difficulty": "Medium",
-      "premium": false,
-      "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 16
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 8
-        },
-        {
-          "name": "Cisco",
-          "slug": "cisco",
-          "frequency": 8
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 6
-        },
-        {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 6
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
         },
         {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
-          "frequency": 4
+          "name": "Capital One",
+          "slug": "capital-one",
+          "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 3
+          "name": "Anduril",
+          "slug": "anduril",
+          "frequency": 2
         },
         {
-          "name": "Roblox",
-          "slug": "roblox",
-          "frequency": 3
+          "name": "Adobe",
+          "slug": "adobe",
+          "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
-          "frequency": 3
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 2
         },
         {
-          "name": "ZScaler",
-          "slug": "zscaler",
-          "frequency": 3
+          "name": "Nutanix",
+          "slug": "nutanix",
+          "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Intuit",
+          "slug": "intuit",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Databricks",
+          "slug": "databricks",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "NetApp",
+          "slug": "netapp",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Nordstrom",
+          "slug": "nordstrom",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "SIG",
+          "slug": "sig",
           "frequency": 2
         },
         {
-          "name": "AMD",
-          "slug": "amd",
+          "name": "RBC",
+          "slug": "rbc",
           "frequency": 2
         }
       ]
     },
     {
-      "id": 10,
-      "title": "Word Search",
-      "slug": "word-search",
+      "id": 9,
+      "title": "Rotate Image",
+      "slug": "rotate-image",
       "pattern": [
-        "Backtracking"
+        "Arrays"
       ],
       "difficulty": "Medium",
       "premium": false,
       "companies": [
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 10
+          "name": "Google",
+          "slug": "google",
+          "frequency": 19
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
+          "frequency": 12
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 12
+        },
+        {
+          "name": "J.P. Morgan",
+          "slug": "jpmorgan",
           "frequency": 9
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 7
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 5
+        },
+        {
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 5
         },
         {
           "name": "Uber",
@@ -681,43 +689,115 @@
           "frequency": 5
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 5
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 4
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Roblox",
+          "slug": "roblox",
           "frequency": 4
         },
+        {
+          "name": "Zoho",
+          "slug": "zoho",
+          "frequency": 3
+        },
         {
           "name": "Capital One",
           "slug": "capital-one",
-          "frequency": 4
+          "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Infosys",
+          "slug": "infosys",
           "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 3
+          "name": "Flipkart",
+          "slug": "flipkart",
+          "frequency": 2
+        },
+        {
+          "name": "IBM",
+          "slug": "ibm",
+          "frequency": 2
+        },
+        {
+          "name": "Rakuten",
+          "slug": "rakuten",
+          "frequency": 2
         },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 3
+          "frequency": 2
+        }
+      ]
+    },
+    {
+      "id": 10,
+      "title": "Word Search",
+      "slug": "word-search",
+      "pattern": [
+        "Backtracking"
+      ],
+      "difficulty": "Medium",
+      "premium": false,
+      "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 31
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 3
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 14
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 12
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 8
+        },
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 8
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 6
+        },
+        {
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 5
+        },
+        {
+          "name": "Netflix",
+          "slug": "netflix",
+          "frequency": 4
+        },
+        {
+          "name": "Faire",
+          "slug": "faire",
+          "frequency": 4
+        },
+        {
+          "name": "Atlassian",
+          "slug": "atlassian",
+          "frequency": 4
+        },
+        {
+          "name": "Karat",
+          "slug": "karat",
           "frequency": 3
         },
         {
@@ -725,14 +805,44 @@
           "slug": "goldman-sachs",
           "frequency": 2
         },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 2
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 2
+        },
         {
           "name": "PayPal",
           "slug": "paypal",
           "frequency": 2
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
+          "name": "Grammarly",
+          "slug": "grammarly",
+          "frequency": 2
+        },
+        {
+          "name": "IBM",
+          "slug": "ibm",
+          "frequency": 2
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 2
+        },
+        {
+          "name": "Samsung",
+          "slug": "samsung",
+          "frequency": 2
+        },
+        {
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
@@ -752,64 +862,69 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 11
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 9
+          "frequency": 16
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 8
+          "name": "Google",
+          "slug": "google",
+          "frequency": 13
         },
         {
-          "name": "Netflix",
-          "slug": "netflix",
-          "frequency": 7
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "MakeMyTrip",
+          "slug": "makemytrip",
+          "frequency": 4
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Myntra",
+          "slug": "myntra",
           "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Netflix",
+          "slug": "netflix",
           "frequency": 3
         },
         {
           "name": "Oracle",
           "slug": "oracle",
-          "frequency": 3
+          "frequency": 2
         },
         {
-          "name": "Morgan Stanley",
-          "slug": "morgan-stanley",
-          "frequency": 3
+          "name": "Tesla",
+          "slug": "tesla",
+          "frequency": 2
         },
         {
-          "name": "MakeMyTrip",
-          "slug": "makemytrip",
-          "frequency": 3
+          "name": "Zomato",
+          "slug": "zomato",
+          "frequency": 2
         },
         {
-          "name": "Sprinklr",
-          "slug": "sprinklr",
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 2
+        },
+        {
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
@@ -818,8 +933,23 @@
           "frequency": 2
         },
         {
-          "name": "Roblox",
-          "slug": "roblox",
+          "name": "ServiceNow",
+          "slug": "servicenow",
+          "frequency": 2
+        },
+        {
+          "name": "General Motors",
+          "slug": "general-motors",
+          "frequency": 2
+        },
+        {
+          "name": "SoundHound",
+          "slug": "soundhound",
+          "frequency": 2
+        },
+        {
+          "name": "Sprinklr",
+          "slug": "sprinklr",
           "frequency": 2
         }
       ]
@@ -837,36 +967,46 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 20
+          "frequency": 23
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 14
+          "frequency": 22
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 10
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 9
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 7
+          "frequency": 4
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 7
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 4
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 6
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 5
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 4
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 4
         },
         {
@@ -875,38 +1015,43 @@
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 3
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Tesla",
+          "slug": "tesla",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Okta",
+          "slug": "okta",
           "frequency": 2
         },
         {
-          "name": "SAP",
-          "slug": "sap",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "Infosys",
+          "slug": "infosys",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "EPAM Systems",
+          "slug": "epam-systems",
           "frequency": 2
         }
       ]
@@ -920,7 +1065,18 @@
       ],
       "difficulty": "Medium",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 5
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 2
+        }
+      ]
     },
     {
       "id": 14,
@@ -932,64 +1088,59 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 19
+        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 16
+          "frequency": 17
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 6
+          "frequency": 12
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 5
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "frequency": 10
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 3
+          "frequency": 5
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 3
+          "name": "Wix",
+          "slug": "wix",
+          "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         },
         {
-          "name": "Mastercard",
-          "slug": "mastercard",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Coupang",
-          "slug": "coupang",
+          "name": "ByteDance",
+          "slug": "bytedance",
+          "frequency": 2
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -1004,49 +1155,29 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 8
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 6
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 2
+          "frequency": 13
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 2
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "frequency": 7
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -1064,56 +1195,71 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 7
+          "frequency": 14
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 5
+          "frequency": 13
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 6
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 4
+          "frequency": 3
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 2
         },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 4
+          "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Arista Networks",
+          "slug": "arista-networks",
+          "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Booking.com",
+          "slug": "bookingcom",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "American Express",
+          "slug": "american-express",
           "frequency": 2
         }
       ]
@@ -1129,13 +1275,13 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Google",
+          "slug": "google",
           "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
@@ -1143,10 +1289,25 @@
           "slug": "tiktok",
           "frequency": 3
         },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 3
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 2
+        },
         {
           "name": "LinkedIn",
           "slug": "linkedin",
           "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
         }
       ]
     },
@@ -1161,28 +1322,28 @@
       "premium": false,
       "companies": [
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 3
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 3
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -1197,74 +1358,69 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Airbnb",
-          "slug": "airbnb",
-          "frequency": 10
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 9
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 7
+          "frequency": 13
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 7
+          "frequency": 10
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 5
+          "frequency": 7
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 5
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 6
+        },
+        {
+          "name": "Airbnb",
+          "slug": "airbnb",
+          "frequency": 4
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 4
+          "name": "Confluent",
+          "slug": "confluent",
+          "frequency": 3
         },
         {
           "name": "Yahoo",
           "slug": "yahoo",
-          "frequency": 4
-        },
-        {
-          "name": "ByteDance",
-          "slug": "bytedance",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
@@ -1284,34 +1440,34 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 8
-        },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
+          "frequency": 6
+        },
+        {
+          "name": "Google",
+          "slug": "google",
           "frequency": 5
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 3
         },
         {
@@ -1323,6 +1479,11 @@
           "name": "Oracle",
           "slug": "oracle",
           "frequency": 2
+        },
+        {
+          "name": "ByteDance",
+          "slug": "bytedance",
+          "frequency": 2
         }
       ]
     },
@@ -1336,10 +1497,20 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 3
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
           "frequency": 2
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 2
         }
       ]
     },
@@ -1353,45 +1524,60 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 28
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 14
+          "frequency": 26
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 9
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 10
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 5
+          "frequency": 9
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 4
+          "frequency": 7
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 6
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 4
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 6
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 6
+        },
+        {
+          "name": "Zoho",
+          "slug": "zoho",
+          "frequency": 5
+        },
+        {
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 4
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
+          "name": "Infosys",
+          "slug": "infosys",
+          "frequency": 4
         },
         {
           "name": "Oracle",
@@ -1399,23 +1585,23 @@
           "frequency": 3
         },
         {
-          "name": "Texas Instruments",
-          "slug": "texas-instruments",
+          "name": "Grammarly",
+          "slug": "grammarly",
           "frequency": 3
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Huawei",
+          "slug": "huawei",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Expedia",
+          "slug": "expedia",
           "frequency": 2
         },
         {
@@ -1424,33 +1610,23 @@
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 2
-        },
-        {
-          "name": "MakeMyTrip",
-          "slug": "makemytrip",
-          "frequency": 2
-        },
-        {
-          "name": "Avito",
-          "slug": "avito",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
+          "name": "EPAM Systems",
+          "slug": "epam-systems",
           "frequency": 2
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Lucid",
-          "slug": "lucid",
+          "name": "Disney",
+          "slug": "disney",
           "frequency": 2
         }
       ]
@@ -1470,36 +1646,36 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 7
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 6
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 4
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 5
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
+          "name": "Pinterest",
+          "slug": "pinterest",
+          "frequency": 5
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
-          "frequency": 2
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 4
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Myntra",
+          "slug": "myntra",
           "frequency": 2
         }
       ]
@@ -1517,36 +1693,26 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 9
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 8
+          "frequency": 10
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "frequency": 9
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Infosys",
-          "slug": "infosys",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -1562,9 +1728,9 @@
       "premium": false,
       "companies": [
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 18
+          "name": "Google",
+          "slug": "google",
+          "frequency": 21
         },
         {
           "name": "Amazon",
@@ -1574,32 +1740,32 @@
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 12
+          "frequency": 9
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 9
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 6
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 8
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 3
         },
         {
           "name": "Epic Systems",
@@ -1607,8 +1773,8 @@
           "frequency": 2
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
@@ -1617,28 +1783,23 @@
           "frequency": 2
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
-          "frequency": 2
-        },
-        {
-          "name": "Siemens",
-          "slug": "siemens",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         },
         {
-          "name": "Pinterest",
-          "slug": "pinterest",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Flexport",
+          "slug": "flexport",
           "frequency": 2
         }
       ]
@@ -1664,54 +1825,49 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 7
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 10
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
+          "frequency": 8
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
-          "frequency": 2
+          "name": "Confluent",
+          "slug": "confluent",
+          "frequency": 3
         },
         {
-          "name": "Riot Games",
-          "slug": "riot-games",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Cadence",
-          "slug": "cadence",
+          "name": "Intuit",
+          "slug": "intuit",
           "frequency": 2
         },
         {
-          "name": "Confluent",
-          "slug": "confluent",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         }
       ]
@@ -1726,303 +1882,218 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 6
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 5
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
+          "frequency": 18
         },
-        {
-          "name": "Citadel",
-          "slug": "citadel",
-          "frequency": 2
-        }
-      ]
-    },
-    {
-      "id": 29,
-      "title": "Climbing Stairs",
-      "slug": "climbing-stairs",
-      "pattern": [
-        "Dynamic Programming"
-      ],
-      "difficulty": "Easy",
-      "premium": false,
-      "companies": [
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 14
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 14
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 13
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 10
-        },
-        {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 9
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 7
+          "frequency": 11
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 5
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 4
-        },
-        {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 4
+          "frequency": 8
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 4
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Accolite",
-          "slug": "accolite",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 3
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
-          "frequency": 2
-        },
-        {
-          "name": "Infosys",
-          "slug": "infosys",
-          "frequency": 2
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
-        },
-        {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Deloitte",
-          "slug": "deloitte",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         },
         {
-          "name": "AMD",
-          "slug": "amd",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         }
       ]
     },
     {
-      "id": 30,
-      "title": "House Robber",
-      "slug": "house-robber",
+      "id": 29,
+      "title": "Climbing Stairs",
+      "slug": "climbing-stairs",
       "pattern": [
         "Dynamic Programming"
       ],
-      "difficulty": "Medium",
+      "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 11
-        },
-        {
-          "name": "Databricks",
-          "slug": "databricks",
-          "frequency": 6
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 25
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 21
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 5
+          "frequency": 8
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 7
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "name": "Accenture",
+          "slug": "accenture",
+          "frequency": 6
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
-          "frequency": 3
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 2
         },
         {
-          "name": "PhonePe",
-          "slug": "phonepe",
-          "frequency": 3
+          "name": "Zoho",
+          "slug": "zoho",
+          "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Grammarly",
+          "slug": "grammarly",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         },
         {
           "name": "ByteDance",
           "slug": "bytedance",
           "frequency": 2
+        }
+      ]
+    },
+    {
+      "id": 30,
+      "title": "House Robber",
+      "slug": "house-robber",
+      "pattern": [
+        "Dynamic Programming"
+      ],
+      "difficulty": "Medium",
+      "premium": false,
+      "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 29
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 16
         },
         {
-          "name": "Arcesium",
-          "slug": "arcesium",
-          "frequency": 2
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 9
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 7
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
-          "frequency": 2
+          "frequency": 5
         },
         {
-          "name": "Infosys",
-          "slug": "infosys",
-          "frequency": 2
+          "name": "Databricks",
+          "slug": "databricks",
+          "frequency": 4
         },
         {
-          "name": "EPAM Systems",
-          "slug": "epam-systems",
-          "frequency": 2
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 4
         },
         {
-          "name": "Nordstrom",
-          "slug": "nordstrom",
-          "frequency": 2
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 2
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 3
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Agoda",
-          "slug": "agoda",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
+          "name": "PhonePe",
+          "slug": "phonepe",
           "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         }
       ]
@@ -2037,114 +2108,109 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 72
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 30
+          "frequency": 66
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 17
+          "frequency": 41
         },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 10
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 8
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 7
+          "frequency": 17
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 7
+          "frequency": 16
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 7
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 11
         },
         {
-          "name": "Zoox",
-          "slug": "zoox",
-          "frequency": 6
+          "name": "Infosys",
+          "slug": "infosys",
+          "frequency": 5
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 6
+          "name": "Visa",
+          "slug": "visa",
+          "frequency": 4
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
-          "frequency": 6
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 4
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
-          "frequency": 6
+          "name": "Agoda",
+          "slug": "agoda",
+          "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 5
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 4
         },
         {
-          "name": "Media.net",
-          "slug": "medianet",
-          "frequency": 5
+          "name": "Morgan Stanley",
+          "slug": "morgan-stanley",
+          "frequency": 4
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Capital One",
+          "slug": "capital-one",
           "frequency": 4
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 4
         },
         {
-          "name": "Bolt",
-          "slug": "bolt",
-          "frequency": 4
+          "name": "Zoox",
+          "slug": "zoox",
+          "frequency": 3
         },
         {
-          "name": "Visa",
-          "slug": "visa",
+          "name": "Millennium",
+          "slug": "millennium",
           "frequency": 3
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 3
         },
         {
-          "name": "DRW",
-          "slug": "drw",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 3
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
@@ -2153,83 +2219,128 @@
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         },
         {
-          "name": "PhonePe",
-          "slug": "phonepe",
+          "name": "Atlassian",
+          "slug": "atlassian",
           "frequency": 2
         },
         {
-          "name": "CrowdStrike",
-          "slug": "crowdstrike",
+          "name": "Tesla",
+          "slug": "tesla",
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Accenture",
+          "slug": "accenture",
+          "frequency": 2
+        },
+        {
+          "name": "Akamai",
+          "slug": "akamai",
+          "frequency": 2
+        },
+        {
+          "name": "Mastercard",
+          "slug": "mastercard",
+          "frequency": 2
+        },
+        {
+          "name": "BlackRock",
+          "slug": "blackrock",
+          "frequency": 2
+        },
+        {
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 2
+        },
+        {
+          "name": "Deutsche Bank",
+          "slug": "deutsche-bank",
+          "frequency": 2
+        },
+        {
+          "name": "ServiceNow",
+          "slug": "servicenow",
+          "frequency": 2
+        },
+        {
+          "name": "ByteDance",
+          "slug": "bytedance",
+          "frequency": 2
+        },
+        {
+          "name": "Societe Generale",
+          "slug": "societe-generale",
+          "frequency": 2
+        },
+        {
+          "name": "PhonePe",
+          "slug": "phonepe",
           "frequency": 2
         },
         {
-          "name": "Morgan Stanley",
-          "slug": "morgan-stanley",
+          "name": "Bolt",
+          "slug": "bolt",
           "frequency": 2
         },
         {
-          "name": "SAP",
-          "slug": "sap",
+          "name": "Deloitte",
+          "slug": "deloitte",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Capgemini",
+          "slug": "capgemini",
           "frequency": 2
         },
         {
-          "name": "Tripadvisor",
-          "slug": "tripadvisor",
+          "name": "Bank of America",
+          "slug": "bank-of-america",
           "frequency": 2
         },
         {
-          "name": "Nutanix",
-          "slug": "nutanix",
+          "name": "Remitly",
+          "slug": "remitly",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Toast",
+          "slug": "toast",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Squarepoint Capital",
+          "slug": "squarepoint-capital",
           "frequency": 2
         },
         {
-          "name": "Samsung",
-          "slug": "samsung",
+          "name": "Turing",
+          "slug": "turing",
           "frequency": 2
         },
         {
-          "name": "Groww",
-          "slug": "groww",
+          "name": "American Express",
+          "slug": "american-express",
           "frequency": 2
         },
         {
-          "name": "Siemens",
-          "slug": "siemens",
+          "name": "Ozon",
+          "slug": "ozon",
           "frequency": 2
         }
       ]
@@ -2247,12 +2358,27 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 15
+          "frequency": 34
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 20
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 18
+        },
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 13
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 15
+          "frequency": 12
         },
         {
           "name": "Bloomberg",
@@ -2260,43 +2386,33 @@
           "frequency": 9
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 9
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 8
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 5
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 5
         },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 5
-        },
-        {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 4
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
           "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 3
         },
         {
@@ -2305,48 +2421,88 @@
           "frequency": 3
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Infosys",
+          "slug": "infosys",
+          "frequency": 3
+        },
+        {
+          "name": "Intel",
+          "slug": "intel",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Tekion",
+          "slug": "tekion",
           "frequency": 2
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
+          "name": "Arista Networks",
+          "slug": "arista-networks",
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Zomato",
+          "slug": "zomato",
           "frequency": 2
         },
         {
-          "name": "Samsung",
-          "slug": "samsung",
+          "name": "Zeta",
+          "slug": "zeta",
+          "frequency": 2
+        },
+        {
+          "name": "Coupang",
+          "slug": "coupang",
+          "frequency": 2
+        },
+        {
+          "name": "IBM",
+          "slug": "ibm",
+          "frequency": 2
+        },
+        {
+          "name": "Optum",
+          "slug": "optum",
+          "frequency": 2
+        },
+        {
+          "name": "EPAM Systems",
+          "slug": "epam-systems",
+          "frequency": 2
+        },
+        {
+          "name": "Cognizant",
+          "slug": "cognizant",
+          "frequency": 2
+        },
+        {
+          "name": "Squarepoint Capital",
+          "slug": "squarepoint-capital",
+          "frequency": 2
+        },
+        {
+          "name": "Vimeo",
+          "slug": "vimeo",
           "frequency": 2
         }
       ]
@@ -2364,21 +2520,21 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
+          "frequency": 11
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 2
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
+          "frequency": 5
         },
         {
           "name": "Amazon",
           "slug": "amazon",
+          "frequency": 3
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -2394,63 +2550,38 @@
       "premium": false,
       "companies": [
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 6
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Google",
+          "slug": "google",
           "frequency": 5
         },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
-        },
         {
           "name": "Databricks",
           "slug": "databricks",
-          "frequency": 4
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 3
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
+          "frequency": 5
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 2
-        },
-        {
-          "name": "Nordstrom",
-          "slug": "nordstrom",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 2
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Docusign",
+          "slug": "docusign",
           "frequency": 2
         }
       ]
@@ -2468,61 +2599,96 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 15
+          "frequency": 24
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 9
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 6
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 9
+          "frequency": 5
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Pinterest",
+          "slug": "pinterest",
+          "frequency": 5
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 5
         },
         {
-          "name": "Datadog",
-          "slug": "datadog",
-          "frequency": 5
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 4
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
+        },
+        {
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 3
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 3
+        },
+        {
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
+          "name": "Intuit",
+          "slug": "intuit",
+          "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Datadog",
+          "slug": "datadog",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Affirm",
+          "slug": "affirm",
+          "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 2
         },
         {
-          "name": "Airbnb",
-          "slug": "airbnb",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Infosys",
+          "slug": "infosys",
           "frequency": 2
         },
         {
-          "name": "EPAM Systems",
-          "slug": "epam-systems",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         }
       ]
@@ -2537,64 +2703,49 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 10
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
           "frequency": 8
         },
-        {
-          "name": "Wayfair",
-          "slug": "wayfair",
-          "frequency": 7
-        },
         {
           "name": "LinkedIn",
           "slug": "linkedin",
           "frequency": 6
         },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 6
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
-        },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 3
         },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
-        },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
+          "frequency": 3
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
@@ -2606,16 +2757,6 @@
           "name": "TikTok",
           "slug": "tiktok",
           "frequency": 2
-        },
-        {
-          "name": "Arcesium",
-          "slug": "arcesium",
-          "frequency": 2
-        },
-        {
-          "name": "ServiceNow",
-          "slug": "servicenow",
-          "frequency": 2
         }
       ]
     },
@@ -2629,74 +2770,69 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 11
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 8
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 6
+          "frequency": 15
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 5
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 13
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 9
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
-          "frequency": 4
+          "frequency": 9
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 4
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 7
         },
         {
-          "name": "Atlassian",
-          "slug": "atlassian",
-          "frequency": 4
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 5
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 3
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
-          "frequency": 2
+          "name": "Splunk",
+          "slug": "splunk",
+          "frequency": 3
         },
         {
-          "name": "Samsung",
-          "slug": "samsung",
+          "name": "Squarepoint Capital",
+          "slug": "squarepoint-capital",
+          "frequency": 3
+        },
+        {
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Commvault",
-          "slug": "commvault",
+          "name": "Flexport",
+          "slug": "flexport",
           "frequency": 2
         }
       ]
@@ -2714,42 +2850,32 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 26
+          "frequency": 38
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 16
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 15
+          "frequency": 25
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 12
+          "frequency": 23
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 8
-        },
-        {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 7
+          "frequency": 10
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 6
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 9
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 5
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 7
         },
         {
           "name": "TikTok",
@@ -2757,108 +2883,103 @@
           "frequency": 4
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 4
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 4
         },
         {
-          "name": "Wayfair",
-          "slug": "wayfair",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "PhonePe",
+          "slug": "phonepe",
           "frequency": 3
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 3
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
-          "frequency": 3
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 3
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 2
         },
         {
           "name": "Yandex",
           "slug": "yandex",
-          "frequency": 3
-        },
-        {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
-          "frequency": 3
+          "frequency": 2
         },
         {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
-          "frequency": 3
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 2
         },
         {
-          "name": "Pure Storage",
-          "slug": "pure-storage",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Softwire",
+          "slug": "softwire",
           "frequency": 2
         },
         {
-          "name": "LiveRamp",
-          "slug": "liveramp",
+          "name": "EPAM Systems",
+          "slug": "epam-systems",
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Deloitte",
+          "slug": "deloitte",
           "frequency": 2
         },
         {
-          "name": "ThoughtWorks",
-          "slug": "thoughtworks",
+          "name": "Cognizant",
+          "slug": "cognizant",
           "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
+          "name": "Huawei",
+          "slug": "huawei",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 2
         },
         {
-          "name": "Dell",
-          "slug": "dell",
+          "name": "Accolite",
+          "slug": "accolite",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "persistent systems",
+          "slug": "persistent-systems",
           "frequency": 2
         },
         {
-          "name": "Media.net",
-          "slug": "medianet",
+          "name": "Turing",
+          "slug": "turing",
           "frequency": 2
         }
       ]
@@ -2876,76 +2997,71 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 9
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 8
+          "frequency": 19
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 5
+          "frequency": 11
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 8
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 8
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 5
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
           "frequency": 4
         },
-        {
-          "name": "Salesforce",
-          "slug": "salesforce",
-          "frequency": 3
-        },
         {
           "name": "Walmart Labs",
           "slug": "walmart-labs",
           "frequency": 3
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "MongoDB",
+          "slug": "mongodb",
           "frequency": 3
         },
         {
-          "name": "Grammarly",
-          "slug": "grammarly",
-          "frequency": 2
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 3
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Coupang",
-          "slug": "coupang",
+          "name": "Netflix",
+          "slug": "netflix",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Intuit",
+          "slug": "intuit",
           "frequency": 2
         },
         {
-          "name": "Netskope",
-          "slug": "netskope",
+          "name": "BuyHatke",
+          "slug": "buyhatke",
           "frequency": 2
         }
       ]
@@ -2961,8 +3077,18 @@
       "premium": false,
       "companies": [
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 2
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -2980,56 +3106,56 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 5
+          "frequency": 9
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
         },
         {
-          "name": "Commvault",
-          "slug": "commvault",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 5
         },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 3
+          "frequency": 5
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Lyft",
+          "slug": "lyft",
           "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Snap",
+          "slug": "snapchat",
           "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Oscar Health",
+          "slug": "oscar-health",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Moengage",
-          "slug": "moengage",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "NetApp",
+          "slug": "netapp",
           "frequency": 2
         }
       ]
@@ -3044,54 +3170,39 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 7
+          "frequency": 20
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 7
+          "name": "Google",
+          "slug": "google",
+          "frequency": 16
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 6
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 4
+          "frequency": 8
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 5
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 2
-        },
-        {
-          "name": "Coupang",
-          "slug": "coupang",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         }
       ]
@@ -3110,61 +3221,61 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 19
+          "frequency": 33
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 9
+          "frequency": 14
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 7
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 10
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 5
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 7
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 6
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 5
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 4
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 5
+          "name": "Zoho",
+          "slug": "zoho",
+          "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 4
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 3
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 2
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Nike",
+          "slug": "nike",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Navi",
+          "slug": "navi",
           "frequency": 2
         },
         {
-          "name": "Meesho",
-          "slug": "meesho",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         },
         {
@@ -3173,23 +3284,23 @@
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "DoorDash",
+          "slug": "doordash",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Media.net",
-          "slug": "medianet",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "MakeMyTrip",
-          "slug": "makemytrip",
+          "name": "HashedIn",
+          "slug": "hashedin",
           "frequency": 2
         }
       ]
@@ -3205,38 +3316,63 @@
       "premium": false,
       "companies": [
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 14
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 30
+        },
+        {
+          "name": "Citadel",
+          "slug": "citadel",
+          "frequency": 9
+        },
+        {
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 7
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 5
+        },
+        {
+          "name": "Pure Storage",
+          "slug": "pure-storage",
+          "frequency": 5
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 5
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 7
+          "frequency": 3
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
-          "frequency": 6
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Wayfair",
-          "slug": "wayfair",
+          "name": "Epic Systems",
+          "slug": "epic-systems",
           "frequency": 2
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Netskope",
+          "slug": "netskope",
           "frequency": 2
         },
         {
-          "name": "Arista Networks",
-          "slug": "arista-networks",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
@@ -3245,8 +3381,13 @@
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 2
+        },
+        {
+          "name": "Arista Networks",
+          "slug": "arista-networks",
           "frequency": 2
         }
       ]
@@ -3262,8 +3403,13 @@
       "premium": false,
       "companies": [
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Google",
+          "slug": "google",
+          "frequency": 2
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         }
       ]
@@ -3278,20 +3424,20 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 4
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 14
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 4
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 9
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
         },
         {
           "name": "Microsoft",
@@ -3299,18 +3445,18 @@
           "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 3
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
-          "frequency": 2
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -3328,16 +3474,16 @@
         {
           "name": "LinkedIn",
           "slug": "linkedin",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         }
       ]
@@ -3353,13 +3499,18 @@
       "premium": false,
       "companies": [
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "Visa",
-          "slug": "visa",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         }
       ]
@@ -3376,29 +3527,29 @@
       "premium": false,
       "companies": [
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
           "frequency": 2
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
         }
       ]
     },
@@ -3412,39 +3563,49 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 11
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
+          "frequency": 6
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "ZScaler",
-          "slug": "zscaler",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         }
       ]
@@ -3459,49 +3620,39 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 6
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 4
+          "frequency": 8
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 3
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 3
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 2
         }
       ]
@@ -3517,48 +3668,63 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 10
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 12
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 9
+          "frequency": 12
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 6
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 9
         },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 3
+          "frequency": 5
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 3
+          "frequency": 5
         },
         {
           "name": "Meta",
           "slug": "facebook",
+          "frequency": 4
+        },
+        {
+          "name": "Visa",
+          "slug": "visa",
+          "frequency": 4
+        },
+        {
+          "name": "Nvidia",
+          "slug": "nvidia",
+          "frequency": 4
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 3
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
@@ -3567,8 +3733,8 @@
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         }
       ]
@@ -3583,10 +3749,20 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 10
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 9
+        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 6
+          "frequency": 7
         },
         {
           "name": "Microsoft",
@@ -3597,36 +3773,6 @@
           "name": "Bloomberg",
           "slug": "bloomberg",
           "frequency": 4
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
-        },
-        {
-          "name": "Intuit",
-          "slug": "intuit",
-          "frequency": 2
         }
       ]
     },
@@ -3640,10 +3786,15 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 5
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 3
         },
         {
           "name": "Meta",
@@ -3654,6 +3805,11 @@
           "name": "Bloomberg",
           "slug": "bloomberg",
           "frequency": 2
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 2
         }
       ]
     },
@@ -3670,26 +3826,31 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 3
+          "frequency": 8
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         }
       ]
@@ -3704,15 +3865,15 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 3
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 3
+          "frequency": 5
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
           "name": "Amazon",
@@ -3720,13 +3881,13 @@
           "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "American Express",
+          "slug": "american-express",
           "frequency": 2
         }
       ]
@@ -3741,94 +3902,64 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 20
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 17
+          "frequency": 65
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 41
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 14
+          "frequency": 24
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 12
+          "frequency": 16
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 6
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 5
+          "frequency": 8
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 3
         },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
-        },
         {
           "name": "Nvidia",
           "slug": "nvidia",
           "frequency": 2
         },
-        {
-          "name": "Cisco",
-          "slug": "cisco",
-          "frequency": 2
-        },
-        {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 2
-        },
-        {
-          "name": "josh technology",
-          "slug": "josh-technology",
-          "frequency": 2
-        },
-        {
-          "name": "Avito",
-          "slug": "avito",
-          "frequency": 2
-        },
         {
           "name": "Uber",
           "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "EPAM Systems",
-          "slug": "epam-systems",
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         }
       ]
@@ -3843,55 +3974,65 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 32
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 13
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
           "frequency": 12
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 11
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 4
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 6
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 5
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 2
         },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 4
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "frequency": 2
         },
         {
           "name": "Oracle",
           "slug": "oracle",
-          "frequency": 3
-        },
-        {
-          "name": "Nvidia",
-          "slug": "nvidia",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
           "frequency": 2
+        },
+        {
+          "name": "josh technology",
+          "slug": "josh-technology",
+          "frequency": 2
+        },
+        {
+          "name": "Accenture",
+          "slug": "accenture",
+          "frequency": 2
         }
       ]
     },
@@ -3906,33 +4047,43 @@
       "premium": false,
       "companies": [
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 5
+          "name": "Google",
+          "slug": "google",
+          "frequency": 10
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
+          "frequency": 5
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
+        },
+        {
+          "name": "Lyft",
+          "slug": "lyft",
           "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "ByteDance",
+          "slug": "bytedance",
+          "frequency": 2
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -3950,41 +4101,41 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 7
+          "frequency": 8
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 8
         },
         {
-          "name": "Arista Networks",
-          "slug": "arista-networks",
-          "frequency": 3
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 4
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 3
+          "frequency": 4
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
+          "name": "Arista Networks",
+          "slug": "arista-networks",
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         }
       ]
@@ -4000,26 +4151,16 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 10
+        },
         {
           "name": "Google",
           "slug": "google",
           "frequency": 8
         },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 3
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
-        },
         {
           "name": "Adobe",
           "slug": "adobe",
@@ -4047,71 +4188,86 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 42
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 28
+          "frequency": 86
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 22
+          "name": "Google",
+          "slug": "google",
+          "frequency": 23
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 16
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 19
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
+          "frequency": 17
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 16
         },
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 11
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 10
+        },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 15
+          "frequency": 10
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 15
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 10
         },
         {
-          "name": "Samsung",
-          "slug": "samsung",
-          "frequency": 8
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 9
         },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 8
+          "frequency": 7
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 5
+          "name": "Anduril",
+          "slug": "anduril",
+          "frequency": 7
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Snap",
+          "slug": "snapchat",
+          "frequency": 6
+        },
+        {
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 6
+        },
+        {
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 5
         },
         {
           "name": "Yandex",
           "slug": "yandex",
-          "frequency": 5
+          "frequency": 4
         },
         {
           "name": "Zoho",
           "slug": "zoho",
-          "frequency": 5
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
           "frequency": 4
         },
         {
@@ -4120,113 +4276,133 @@
           "frequency": 4
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 4
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
+          "name": "Qualcomm",
+          "slug": "qualcomm",
+          "frequency": 4
         },
         {
-          "name": "Siemens",
-          "slug": "siemens",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 3
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "Docusign",
+          "slug": "docusign",
           "frequency": 3
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 3
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Tinkoff",
+          "slug": "tinkoff",
           "frequency": 3
         },
         {
-          "name": "Turing",
-          "slug": "turing",
-          "frequency": 3
+          "name": "eBay",
+          "slug": "ebay",
+          "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Samsung",
+          "slug": "samsung",
           "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "Axon",
-          "slug": "axon",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 2
         },
         {
-          "name": "Waymo",
-          "slug": "waymo",
+          "name": "Tesla",
+          "slug": "tesla",
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Wix",
+          "slug": "wix",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Cloudflare",
+          "slug": "cloudflare",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Grammarly",
+          "slug": "grammarly",
           "frequency": 2
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
+          "name": "Siemens",
+          "slug": "siemens",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Barclays",
+          "slug": "barclays",
           "frequency": 2
         },
         {
-          "name": "Disney",
-          "slug": "disney",
+          "name": "DoorDash",
+          "slug": "doordash",
           "frequency": 2
         },
         {
-          "name": "Snowflake",
-          "slug": "snowflake",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         },
         {
-          "name": "Urban Company",
-          "slug": "urban-company",
+          "name": "Huawei",
+          "slug": "huawei",
           "frequency": 2
         },
         {
-          "name": "Grammarly",
-          "slug": "grammarly",
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         },
         {
-          "name": "UiPath",
-          "slug": "uipath",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         },
         {
-          "name": "Anduril",
-          "slug": "anduril",
+          "name": "BitGo",
+          "slug": "bitgo",
+          "frequency": 2
+        },
+        {
+          "name": "Rivian",
+          "slug": "rivian",
+          "frequency": 2
+        },
+        {
+          "name": "Squarepoint Capital",
+          "slug": "squarepoint-capital",
+          "frequency": 2
+        },
+        {
+          "name": "HashedIn",
+          "slug": "hashedin",
+          "frequency": 2
+        },
+        {
+          "name": "Comcast",
+          "slug": "comcast",
           "frequency": 2
         }
       ]
@@ -4250,19 +4426,9 @@
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 3
-        },
-        {
-          "name": "Salesforce",
-          "slug": "salesforce",
-          "frequency": 3
-        },
-        {
-          "name": "Snowflake",
-          "slug": "snowflake",
-          "frequency": 3
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
         },
         {
           "name": "Google",
@@ -4270,8 +4436,8 @@
           "frequency": 2
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         }
       ]
@@ -4289,24 +4455,34 @@
       "difficulty": "Medium",
       "premium": true,
       "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 9
+        },
         {
           "name": "General Motors",
           "slug": "general-motors",
-          "frequency": 3
+          "frequency": 9
         },
         {
           "name": "Google",
           "slug": "google",
+          "frequency": 4
+        },
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -4322,48 +4498,43 @@
       "premium": false,
       "companies": [
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 4
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 4
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 5
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Google",
+          "slug": "google",
           "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Arista Networks",
+          "slug": "arista-networks",
           "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Arista Networks",
-          "slug": "arista-networks",
-          "frequency": 3
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
@@ -4383,45 +4554,30 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 3
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 3
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "frequency": 7
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 5
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
-          "name": "Siemens",
-          "slug": "siemens",
-          "frequency": 2
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 3
         }
       ]
     },
@@ -4435,19 +4591,14 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 6
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
-        },
         {
           "name": "Google",
           "slug": "google",
+          "frequency": 8
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 5
         },
         {
@@ -4456,28 +4607,28 @@
           "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 4
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Qualcomm",
-          "slug": "qualcomm",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Snowflake",
-          "slug": "snowflake",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -4492,34 +4643,39 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 9
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 5
+          "frequency": 8
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 7
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 3
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         }
       ]
@@ -4534,69 +4690,64 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 8
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 7
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 6
+          "frequency": 12
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 10
         },
         {
           "name": "Arista Networks",
           "slug": "arista-networks",
-          "frequency": 4
+          "frequency": 5
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 3
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
-          "name": "Snowflake",
-          "slug": "snowflake",
-          "frequency": 3
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
           "name": "Meta",
           "slug": "facebook",
+          "frequency": 3
+        },
+        {
+          "name": "MathWorks",
+          "slug": "mathworks",
           "frequency": 2
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "MakeMyTrip",
-          "slug": "makemytrip",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         }
       ]
@@ -4611,100 +4762,100 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 29
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 11
+          "frequency": 23
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 11
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 9
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 9
+          "frequency": 13
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 6
+          "frequency": 9
         },
         {
-          "name": "Media.net",
-          "slug": "medianet",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 6
         },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 5
-        },
-        {
-          "name": "Hubspot",
-          "slug": "hubspot",
-          "frequency": 5
-        },
-        {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 5
-        },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
+          "name": "Hubspot",
+          "slug": "hubspot",
+          "frequency": 2
+        },
+        {
+          "name": "Zoho",
+          "slug": "zoho",
+          "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 3
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 2
         },
         {
-          "name": "Siemens",
-          "slug": "siemens",
+          "name": "josh technology",
+          "slug": "josh-technology",
           "frequency": 2
         },
         {
-          "name": "Arista Networks",
-          "slug": "arista-networks",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "EPAM Systems",
-          "slug": "epam-systems",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Huawei",
+          "slug": "huawei",
+          "frequency": 2
+        },
+        {
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 2
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
           "frequency": 2
+        },
+        {
+          "name": "HPE",
+          "slug": "hpe",
+          "frequency": 2
+        },
+        {
+          "name": "Palo Alto Networks",
+          "slug": "palo-alto-networks",
+          "frequency": 2
         }
       ]
     },
@@ -4722,31 +4873,31 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 5
+          "frequency": 22
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
+          "name": "Google",
+          "slug": "google",
+          "frequency": 3
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 3
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "PhonePe",
+          "slug": "phonepe",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         }
       ]
@@ -4762,14 +4913,34 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 7
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 6
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 3
         },
         {
           "name": "Google",
           "slug": "google",
           "frequency": 2
+        },
+        {
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 2
+        },
+        {
+          "name": "Flipkart",
+          "slug": "flipkart",
+          "frequency": 2
         }
       ]
     },
@@ -4786,22 +4957,37 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 36
+          "frequency": 60
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 21
+          "frequency": 45
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 11
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 15
+          "frequency": 8
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 8
         },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 7
+          "frequency": 5
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 5
         },
         {
           "name": "Bloomberg",
@@ -4809,33 +4995,63 @@
           "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 4
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 4
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 3
+        },
+        {
+          "name": "Citadel",
+          "slug": "citadel",
+          "frequency": 3
+        },
+        {
+          "name": "eBay",
+          "slug": "ebay",
+          "frequency": 2
         },
         {
           "name": "Yandex",
           "slug": "yandex",
-          "frequency": 4
+          "frequency": 2
         },
         {
-          "name": "Palantir Technologies",
-          "slug": "palantir-technologies",
-          "frequency": 3
+          "name": "Anduril",
+          "slug": "anduril",
+          "frequency": 2
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Two Sigma",
+          "slug": "two-sigma",
+          "frequency": 2
+        },
+        {
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 2
+        },
+        {
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
+        },
+        {
+          "name": "Samsung",
+          "slug": "samsung",
           "frequency": 2
         },
         {
@@ -4844,13 +5060,13 @@
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "MongoDB",
+          "slug": "mongodb",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "DoorDash",
+          "slug": "doordash",
           "frequency": 2
         }
       ]
@@ -4868,17 +5084,27 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 5
+          "frequency": 10
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "PhonePe",
+          "slug": "phonepe",
+          "frequency": 6
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
         }
       ]
     },
@@ -4893,28 +5119,33 @@
       "premium": true,
       "companies": [
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "Palo Alto Networks",
-          "slug": "palo-alto-networks",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         }
       ]
@@ -4932,96 +5163,106 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 53
+          "frequency": 111
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 34
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 17
+          "frequency": 53
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 14
+          "name": "Google",
+          "slug": "google",
+          "frequency": 34
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 12
+          "frequency": 20
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 11
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 15
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 11
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 8
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 6
+          "name": "Grammarly",
+          "slug": "grammarly",
+          "frequency": 7
         },
         {
-          "name": "Roblox",
-          "slug": "roblox",
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 7
+        },
+        {
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 6
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 5
+          "name": "Citadel",
+          "slug": "citadel",
+          "frequency": 6
         },
         {
-          "name": "Netflix",
-          "slug": "netflix",
+          "name": "Hubspot",
+          "slug": "hubspot",
           "frequency": 5
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 5
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 4
         },
         {
-          "name": "IXL",
-          "slug": "ixl",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 4
         },
         {
-          "name": "Grammarly",
-          "slug": "grammarly",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 4
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Roblox",
+          "slug": "roblox",
           "frequency": 4
         },
         {
-          "name": "Morgan Stanley",
-          "slug": "morgan-stanley",
+          "name": "Tesco",
+          "slug": "tesco",
           "frequency": 4
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
+          "name": "Palantir Technologies",
+          "slug": "palantir-technologies",
           "frequency": 3
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 3
+        },
+        {
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 3
+        },
+        {
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 3
         },
         {
@@ -5030,53 +5271,73 @@
           "frequency": 3
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "IXL",
+          "slug": "ixl",
+          "frequency": 3
+        },
+        {
+          "name": "Tesla",
+          "slug": "tesla",
+          "frequency": 3
+        },
+        {
+          "name": "Nextdoor",
+          "slug": "nextdoor",
           "frequency": 3
         },
+        {
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 2
+        },
         {
           "name": "Adobe",
           "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
-          "name": "Tesco",
-          "slug": "tesco",
+          "name": "Netflix",
+          "slug": "netflix",
           "frequency": 2
         },
         {
-          "name": "Grubhub",
-          "slug": "grubhub",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 2
         },
         {
-          "name": "Okta",
-          "slug": "okta",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 2
         },
         {
-          "name": "Disney",
-          "slug": "disney",
+          "name": "Capital One",
+          "slug": "capital-one",
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Twitch",
+          "slug": "twitch",
+          "frequency": 2
+        },
+        {
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         },
         {
@@ -5085,8 +5346,8 @@
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "GoDaddy",
+          "slug": "godaddy",
           "frequency": 2
         },
         {
@@ -5095,13 +5356,18 @@
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Expedia",
+          "slug": "expedia",
           "frequency": 2
         },
         {
-          "name": "PhonePe",
-          "slug": "phonepe",
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 2
+        },
+        {
+          "name": "J.P. Morgan",
+          "slug": "jpmorgan",
           "frequency": 2
         },
         {
@@ -5110,23 +5376,43 @@
           "frequency": 2
         },
         {
-          "name": "Workday",
-          "slug": "workday",
+          "name": "Turing",
+          "slug": "turing",
           "frequency": 2
         },
         {
-          "name": "Netskope",
-          "slug": "netskope",
+          "name": "Disney",
+          "slug": "disney",
           "frequency": 2
         },
         {
-          "name": "Rivian",
-          "slug": "rivian",
+          "name": "CrowdStrike",
+          "slug": "crowdstrike",
           "frequency": 2
         },
         {
-          "name": "Siemens",
-          "slug": "siemens",
+          "name": "AMD",
+          "slug": "amd",
+          "frequency": 2
+        },
+        {
+          "name": "Infosys",
+          "slug": "infosys",
+          "frequency": 2
+        },
+        {
+          "name": "Anduril",
+          "slug": "anduril",
+          "frequency": 2
+        },
+        {
+          "name": "Moveworks",
+          "slug": "moveworks",
+          "frequency": 2
+        },
+        {
+          "name": "Ripple",
+          "slug": "ripple",
           "frequency": 2
         }
       ]
@@ -5144,26 +5430,36 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 26
+          "frequency": 55
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Google",
+          "slug": "google",
           "frequency": 5
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 4
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 3
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 3
         },
         {
           "name": "Verkada",
           "slug": "verkada",
+          "frequency": 3
+        },
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 2
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -5178,20 +5474,25 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 8
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 6
+          "frequency": 8
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 5
+          "frequency": 4
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "name": "Verkada",
+          "slug": "verkada",
+          "frequency": 3
         },
         {
           "name": "Zoho",
@@ -5204,13 +5505,23 @@
           "frequency": 2
         },
         {
-          "name": "Verkada",
-          "slug": "verkada",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 2
+        },
+        {
+          "name": "Capital One",
+          "slug": "capital-one",
+          "frequency": 2
+        },
+        {
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 2
         }
       ]
@@ -5229,101 +5540,91 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 15
+          "frequency": 33
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 14
+          "name": "Google",
+          "slug": "google",
+          "frequency": 22
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 13
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
-          "frequency": 11
-        },
-        {
-          "name": "Google",
-          "slug": "google",
+          "name": "Atlassian",
+          "slug": "atlassian",
           "frequency": 9
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 5
+          "name": "Netflix",
+          "slug": "netflix",
+          "frequency": 8
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 7
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 5
         },
         {
           "name": "Uber",
           "slug": "uber",
-          "frequency": 2
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
         },
         {
-          "name": "Lyft",
-          "slug": "lyft",
-          "frequency": 2
+          "name": "Hubspot",
+          "slug": "hubspot",
+          "frequency": 3
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "Netflix",
-          "slug": "netflix",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "Pinterest",
-          "slug": "pinterest",
+          "name": "Lime",
+          "slug": "lime",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "WorldQuant",
+          "slug": "worldquant",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Splunk",
+          "slug": "splunk",
           "frequency": 2
         },
         {
-          "name": "PubMatic",
-          "slug": "pubmatic",
+          "name": "Capital One",
+          "slug": "capital-one",
           "frequency": 2
         },
         {
-          "name": "Nordstrom",
-          "slug": "nordstrom",
+          "name": "Two Sigma",
+          "slug": "two-sigma",
           "frequency": 2
         }
       ]
@@ -5339,29 +5640,19 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 10
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 6
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "frequency": 12
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 5
+          "frequency": 7
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
+          "name": "Roblox",
+          "slug": "roblox",
           "frequency": 4
         },
         {
@@ -5370,38 +5661,53 @@
           "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 3
+        },
+        {
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 3
         },
         {
           "name": "Rubrik",
           "slug": "rubrik",
+          "frequency": 3
+        },
+        {
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "zeta suite",
-          "slug": "zeta-suite",
+          "name": "Nvidia",
+          "slug": "nvidia",
           "frequency": 2
         },
         {
-          "name": "Zeta",
-          "slug": "zeta",
+          "name": "MathWorks",
+          "slug": "mathworks",
           "frequency": 2
         }
       ]
@@ -5419,16 +5725,21 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
+          "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         }
       ]
@@ -5443,64 +5754,49 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 7
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 5
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
+          "frequency": 6
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "MongoDB",
+          "slug": "mongodb",
+          "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Synology",
-          "slug": "synology",
+          "name": "PhonePe",
+          "slug": "phonepe",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "MongoDB",
-          "slug": "mongodb",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -5516,14 +5812,19 @@
       "difficulty": "Hard",
       "premium": true,
       "companies": [
+        {
+          "name": "Citadel",
+          "slug": "citadel",
+          "frequency": 4
+        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 7
+          "frequency": 2
         },
         {
-          "name": "GE Healthcare",
-          "slug": "ge-healthcare",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         }
       ]
@@ -5539,19 +5840,24 @@
       "premium": false,
       "companies": [
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 4
+          "name": "Google",
+          "slug": "google",
+          "frequency": 10
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 6
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
+          "frequency": 5
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
           "name": "Bloomberg",
@@ -5559,13 +5865,8 @@
           "frequency": 2
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 2
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         }
       ]
@@ -5579,7 +5880,28 @@
       ],
       "difficulty": "Easy",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 5
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 2
+        }
+      ]
     },
     {
       "id": 86,
@@ -5592,29 +5914,29 @@
       "premium": false,
       "companies": [
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 9
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 7
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
-          "frequency": 2
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 5
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 3
         },
-        {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 2
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
         }
       ]
     },
@@ -5631,51 +5953,56 @@
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 9
+          "frequency": 10
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 6
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 4
+          "frequency": 5
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 5
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 3
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "FreshWorks",
-          "slug": "freshworks",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         }
       ]
@@ -5693,61 +6020,76 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 56
+          "frequency": 99
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
+          "frequency": 15
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 6
+          "name": "Google",
+          "slug": "google",
+          "frequency": 13
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 6
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 13
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 5
+          "frequency": 10
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
         },
         {
           "name": "Uber",
           "slug": "uber",
-          "frequency": 5
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 5
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 2
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "name": "Visa",
+          "slug": "visa",
+          "frequency": 2
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Waymo",
+          "slug": "waymo",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Urban Company",
+          "slug": "urban-company",
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "IXL",
+          "slug": "ixl",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
+        },
+        {
+          "name": "Commvault",
+          "slug": "commvault",
+          "frequency": 2
+        },
+        {
+          "name": "Wix",
+          "slug": "wix",
           "frequency": 2
         }
       ]
@@ -5765,7 +6107,12 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 20
+          "frequency": 23
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 16
         },
         {
           "name": "Meta",
@@ -5775,31 +6122,26 @@
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 11
+          "frequency": 9
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 9
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 6
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 8
         },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 6
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 6
+          "frequency": 5
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 4
         },
         {
@@ -5808,48 +6150,88 @@
           "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Arista Networks",
+          "slug": "arista-networks",
           "frequency": 3
         },
         {
-          "name": "Visa",
-          "slug": "visa",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 3
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 3
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 3
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Autodesk",
+          "slug": "autodesk",
+          "frequency": 3
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "F5",
+          "slug": "f5-networks",
           "frequency": 2
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "Snap",
+          "slug": "snapchat",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Nutanix",
+          "slug": "nutanix",
+          "frequency": 2
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 2
+        },
+        {
+          "name": "Criteo",
+          "slug": "criteo",
+          "frequency": 2
+        },
+        {
+          "name": "Grammarly",
+          "slug": "grammarly",
+          "frequency": 2
+        },
+        {
+          "name": "Palo Alto Networks",
+          "slug": "palo-alto-networks",
+          "frequency": 2
+        },
+        {
+          "name": "Yahoo",
+          "slug": "yahoo",
+          "frequency": 2
+        },
+        {
+          "name": "Samsung",
+          "slug": "samsung",
+          "frequency": 2
+        },
+        {
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         },
         {
@@ -5858,18 +6240,18 @@
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Infosys",
+          "slug": "infosys",
           "frequency": 2
         },
         {
-          "name": "Arcesium",
-          "slug": "arcesium",
+          "name": "Paytm",
+          "slug": "paytm",
           "frequency": 2
         },
         {
-          "name": "Navi",
-          "slug": "navi",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         }
       ]
@@ -5884,19 +6266,34 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 2
+        },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 3
+          "frequency": 2
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         }
       ]
@@ -5914,27 +6311,27 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 9
+          "frequency": 17
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 5
+          "name": "Google",
+          "slug": "google",
+          "frequency": 7
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 5
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 6
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 4
         },
         {
           "name": "Microsoft",
@@ -5942,28 +6339,23 @@
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
-        },
-        {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
-          "frequency": 2
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         }
       ]
@@ -5978,39 +6370,34 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 6
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 4
+          "frequency": 5
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
           "frequency": 3
         },
-        {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 3
-        },
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 3
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
-        },
-        {
-          "name": "Google",
-          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         }
       ]
@@ -6028,61 +6415,51 @@
         {
           "name": "Yandex",
           "slug": "yandex",
-          "frequency": 15
+          "frequency": 12
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 10
+          "frequency": 11
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
-          "frequency": 6
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 9
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 7
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 4
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 3
+          "name": "Coupang",
+          "slug": "coupang",
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 3
+          "name": "DoorDash",
+          "slug": "doordash",
+          "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 3
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 2
         }
       ]
@@ -6096,7 +6473,13 @@
       ],
       "difficulty": "Hard",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
+        }
+      ]
     },
     {
       "id": 95,
@@ -6108,30 +6491,30 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
+        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
+          "frequency": 4
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 3
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 3
+          "name": "DoorDash",
+          "slug": "doordash",
+          "frequency": 4
         },
         {
           "name": "TikTok",
@@ -6139,18 +6522,23 @@
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Nvidia",
+          "slug": "nvidia",
+          "frequency": 2
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         }
       ]
@@ -6165,10 +6553,15 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 10
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
+          "frequency": 10
         },
         {
           "name": "Meta",
@@ -6179,21 +6572,6 @@
           "name": "Microsoft",
           "slug": "microsoft",
           "frequency": 2
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
-        },
-        {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
-          "frequency": 2
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
         }
       ]
     },
@@ -6207,44 +6585,49 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 13
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 7
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 5
+        },
+        {
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 3
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         }
       ]
@@ -6262,26 +6645,26 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 9
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 6
+          "frequency": 17
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 5
+          "frequency": 13
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 8
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 7
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 3
         },
         {
@@ -6290,33 +6673,28 @@
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "UiPath",
+          "slug": "uipath",
           "frequency": 2
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "Docusign",
+          "slug": "docusign",
           "frequency": 2
         }
       ]
@@ -6331,30 +6709,30 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 15
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 9
+          "frequency": 18
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 7
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 17
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 7
+          "frequency": 12
         },
         {
-          "name": "Booking.com",
-          "slug": "bookingcom",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 6
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 6
         },
         {
           "name": "Apple",
@@ -6372,28 +6750,43 @@
           "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Juspay",
+          "slug": "juspay",
           "frequency": 3
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
+          "name": "LINE",
+          "slug": "line",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 3
+        },
+        {
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Palo Alto Networks",
+          "slug": "palo-alto-networks",
+          "frequency": 2
+        },
+        {
+          "name": "Adobe",
+          "slug": "adobe",
+          "frequency": 2
+        },
+        {
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
@@ -6402,13 +6795,23 @@
           "frequency": 2
         },
         {
-          "name": "Roku",
-          "slug": "roku",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         },
         {
-          "name": "Autodesk",
-          "slug": "autodesk",
+          "name": "DE Shaw",
+          "slug": "de-shaw",
+          "frequency": 2
+        },
+        {
+          "name": "Gameskraft",
+          "slug": "gameskraft",
+          "frequency": 2
+        },
+        {
+          "name": "MongoDB",
+          "slug": "mongodb",
           "frequency": 2
         }
       ]
@@ -6426,101 +6829,101 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 43
+          "frequency": 59
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 47
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 22
+          "frequency": 20
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 15
+          "frequency": 18
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 13
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 16
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 11
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 12
         },
         {
           "name": "Oracle",
           "slug": "oracle",
-          "frequency": 9
+          "frequency": 11
         },
         {
           "name": "Yandex",
           "slug": "yandex",
-          "frequency": 7
-        },
-        {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 7
+          "frequency": 10
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
-          "frequency": 6
+          "name": "Visa",
+          "slug": "visa",
+          "frequency": 8
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 6
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 5
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 6
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 4
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 5
+          "name": "ServiceNow",
+          "slug": "servicenow",
+          "frequency": 4
         },
         {
-          "name": "Spotify",
-          "slug": "spotify",
-          "frequency": 5
+          "name": "Netflix",
+          "slug": "netflix",
+          "frequency": 4
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Turing",
+          "slug": "turing",
           "frequency": 4
         },
         {
-          "name": "Agoda",
-          "slug": "agoda",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 4
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 3
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 3
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "EPAM Systems",
+          "slug": "epam-systems",
           "frequency": 3
         },
         {
-          "name": "Turing",
-          "slug": "turing",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 3
         },
         {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
+          "name": "Lyft",
+          "slug": "lyft",
           "frequency": 3
         },
         {
@@ -6529,18 +6932,43 @@
           "frequency": 3
         },
         {
-          "name": "opentext",
-          "slug": "opentext",
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 3
+        },
+        {
+          "name": "HCL",
+          "slug": "hcl",
+          "frequency": 3
+        },
+        {
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Spotify",
+          "slug": "spotify",
+          "frequency": 2
+        },
+        {
+          "name": "J.P. Morgan",
+          "slug": "jpmorgan",
+          "frequency": 2
+        },
+        {
+          "name": "Paytm",
+          "slug": "paytm",
+          "frequency": 2
+        },
+        {
+          "name": "Infosys",
+          "slug": "infosys",
           "frequency": 2
         },
         {
@@ -6549,13 +6977,13 @@
           "frequency": 2
         },
         {
-          "name": "EPAM Systems",
-          "slug": "epam-systems",
+          "name": "persistent systems",
+          "slug": "persistent-systems",
           "frequency": 2
         },
         {
-          "name": "Wipro",
-          "slug": "wipro",
+          "name": "Accolite",
+          "slug": "accolite",
           "frequency": 2
         },
         {
@@ -6564,48 +6992,78 @@
           "frequency": 2
         },
         {
-          "name": "Lucid",
-          "slug": "lucid",
+          "name": "Comcast",
+          "slug": "comcast",
           "frequency": 2
         },
         {
-          "name": "Juspay",
-          "slug": "juspay",
+          "name": "Freecharge",
+          "slug": "freecharge",
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Zomato",
+          "slug": "zomato",
           "frequency": 2
         },
         {
-          "name": "Grab",
-          "slug": "grab",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 2
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Capital One",
+          "slug": "capital-one",
+          "frequency": 2
+        },
+        {
+          "name": "Roblox",
+          "slug": "roblox",
+          "frequency": 2
+        },
+        {
+          "name": "Docusign",
+          "slug": "docusign",
+          "frequency": 2
+        },
+        {
+          "name": "Coupang",
+          "slug": "coupang",
+          "frequency": 2
+        },
+        {
+          "name": "Nagarro",
+          "slug": "nagarro",
+          "frequency": 2
+        },
+        {
+          "name": "Accenture",
+          "slug": "accenture",
+          "frequency": 2
+        },
+        {
+          "name": "Capgemini",
+          "slug": "capgemini",
           "frequency": 2
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
+          "name": "PornHub",
+          "slug": "pornhub",
           "frequency": 2
         },
         {
-          "name": "MakeMyTrip",
-          "slug": "makemytrip",
+          "name": "Juspay",
+          "slug": "juspay",
           "frequency": 2
         },
         {
-          "name": "BNY Mellon",
-          "slug": "bny-mellon",
+          "name": "Dell",
+          "slug": "dell",
           "frequency": 2
         },
         {
-          "name": "FreshWorks",
-          "slug": "freshworks",
+          "name": "KPMG",
+          "slug": "kpmg",
           "frequency": 2
         }
       ]
@@ -6620,20 +7078,10 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 2
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 2
+          "frequency": 5
         }
       ]
     },
@@ -6648,8 +7096,8 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         }
       ]
@@ -6667,81 +7115,96 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 20
+          "frequency": 54
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
-        },
-        {
-          "name": "Airbnb",
-          "slug": "airbnb",
-          "frequency": 6
+          "frequency": 18
         },
         {
           "name": "Lyft",
           "slug": "lyft",
+          "frequency": 7
+        },
+        {
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 7
+        },
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 5
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Google",
+          "slug": "google",
           "frequency": 4
         },
         {
-          "name": "Zopsmart",
-          "slug": "zopsmart",
+          "name": "Airbnb",
+          "slug": "airbnb",
           "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 3
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 3
         },
         {
-          "name": "Nagarro",
-          "slug": "nagarro",
+          "name": "SoFi",
+          "slug": "sofi",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Snap",
+          "slug": "snapchat",
           "frequency": 2
         },
         {
-          "name": "SoFi",
-          "slug": "sofi",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Zeta",
+          "slug": "zeta",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Infosys",
+          "slug": "infosys",
+          "frequency": 2
+        },
+        {
+          "name": "Swiggy",
+          "slug": "swiggy",
+          "frequency": 2
+        },
+        {
+          "name": "thoughtspot",
+          "slug": "thoughtspot",
           "frequency": 2
         }
       ]
@@ -6756,24 +7219,29 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 7
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 5
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Roku",
-          "slug": "roku",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -6791,41 +7259,46 @@
         {
           "name": "Uber",
           "slug": "uber",
-          "frequency": 5
+          "frequency": 9
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 5
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 4
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 3
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "Agoda",
-          "slug": "agoda",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         }
       ]
@@ -6843,17 +7316,12 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 56
+          "frequency": 69
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 8
-        },
-        {
-          "name": "Asana",
-          "slug": "asana",
-          "frequency": 3
+          "frequency": 7
         },
         {
           "name": "Google",
@@ -6864,6 +7332,11 @@
           "name": "Apple",
           "slug": "apple",
           "frequency": 2
+        },
+        {
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 2
         }
       ]
     },
@@ -6880,111 +7353,146 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 48
+          "frequency": 104
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 18
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 5
+          "frequency": 45
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 23
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 5
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 15
         },
         {
           "name": "Oracle",
           "slug": "oracle",
-          "frequency": 5
+          "frequency": 6
         },
         {
-          "name": "Netflix",
-          "slug": "netflix",
-          "frequency": 5
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 6
         },
         {
-          "name": "Avito",
-          "slug": "avito",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 4
         },
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 3
+        },
+        {
+          "name": "Yahoo",
+          "slug": "yahoo",
+          "frequency": 3
+        },
+        {
+          "name": "Adobe",
+          "slug": "adobe",
+          "frequency": 3
+        },
         {
           "name": "Microsoft",
           "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 3
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 3
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Avito",
+          "slug": "avito",
           "frequency": 3
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
-          "frequency": 3
+          "name": "Atlassian",
+          "slug": "atlassian",
+          "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 2
+        },
+        {
+          "name": "ByteDance",
+          "slug": "bytedance",
+          "frequency": 2
+        },
+        {
+          "name": "ServiceNow",
+          "slug": "servicenow",
+          "frequency": 2
+        },
+        {
+          "name": "J.P. Morgan",
+          "slug": "jpmorgan",
+          "frequency": 2
+        },
+        {
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 2
+        },
+        {
+          "name": "Roku",
+          "slug": "roku",
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Robinhood",
+          "slug": "robinhood",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Twilio",
+          "slug": "twilio",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Intuit",
+          "slug": "intuit",
           "frequency": 2
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "Tesla",
+          "slug": "tesla",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "SoFi",
+          "slug": "sofi",
           "frequency": 2
         },
         {
-          "name": "Docusign",
-          "slug": "docusign",
+          "name": "Microstrategy",
+          "slug": "microstrategy",
           "frequency": 2
         }
       ]
@@ -7000,28 +7508,28 @@
       "premium": false,
       "companies": [
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 5
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 3
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Google",
+          "slug": "google",
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 3
         },
         {
@@ -7030,28 +7538,13 @@
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
-          "frequency": 2
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
-        },
-        {
-          "name": "Nvidia",
-          "slug": "nvidia",
-          "frequency": 2
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         }
       ]
@@ -7070,36 +7563,41 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 122
+          "frequency": 178
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 18
         },
         {
           "name": "Amazon",
           "slug": "amazon",
           "frequency": 18
         },
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 7
+        },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 8
+          "frequency": 5
+        },
+        {
+          "name": "Spotify",
+          "slug": "spotify",
+          "frequency": 5
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
-          "frequency": 7
+          "frequency": 5
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 6
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 4
-        },
-        {
-          "name": "LinkedIn",
-          "slug": "linkedin",
           "frequency": 4
         },
         {
@@ -7113,23 +7611,23 @@
           "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 3
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 2
+          "name": "Morgan Stanley",
+          "slug": "morgan-stanley",
+          "frequency": 3
         },
         {
           "name": "Walmart Labs",
           "slug": "walmart-labs",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         },
         {
@@ -7138,23 +7636,23 @@
           "frequency": 2
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 2
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Samsung",
-          "slug": "samsung",
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Turing",
+          "slug": "turing",
           "frequency": 2
         }
       ]
@@ -7173,7 +7671,7 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 26
+          "frequency": 100
         },
         {
           "name": "Roblox",
@@ -7181,58 +7679,43 @@
           "frequency": 14
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 7
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 6
         },
         {
-          "name": "Pinterest",
-          "slug": "pinterest",
-          "frequency": 7
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 5
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
-        },
-        {
-          "name": "Oracle",
-          "slug": "oracle",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Pinterest",
+          "slug": "pinterest",
           "frequency": 2
         }
       ]
@@ -7249,8 +7732,8 @@
       "premium": true,
       "companies": [
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 5
         }
       ]
@@ -7269,7 +7752,7 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 3
         }
       ]
     },
@@ -7285,14 +7768,14 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 3
         },
         {
           "name": "Amazon",
@@ -7300,8 +7783,13 @@
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Nutanix",
+          "slug": "nutanix",
+          "frequency": 2
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -7319,59 +7807,59 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 17
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 15
+          "frequency": 52
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 8
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 34
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 12
         },
         {
           "name": "TikTok",
           "slug": "tiktok",
-          "frequency": 6
+          "frequency": 8
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 3
         },
         {
-          "name": "Karat",
-          "slug": "karat",
-          "frequency": 4
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 3
         },
         {
-          "name": "Visa",
-          "slug": "visa",
+          "name": "Coupang",
+          "slug": "coupang",
           "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Anduril",
+          "slug": "anduril",
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 3
         },
-        {
-          "name": "ByteDance",
-          "slug": "bytedance",
+        {
+          "name": "Nordstrom",
+          "slug": "nordstrom",
           "frequency": 3
         },
         {
@@ -7380,33 +7868,38 @@
           "frequency": 2
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "IXL",
+          "slug": "ixl",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "DoorDash",
+          "slug": "doordash",
           "frequency": 2
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "ByteDance",
+          "slug": "bytedance",
           "frequency": 2
         },
         {
-          "name": "Coupang",
-          "slug": "coupang",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "Nutanix",
-          "slug": "nutanix",
+          "name": "Zomato",
+          "slug": "zomato",
+          "frequency": 2
+        },
+        {
+          "name": "Swiggy",
+          "slug": "swiggy",
           "frequency": 2
         }
       ]
@@ -7427,7 +7920,17 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 23
+          "frequency": 43
+        },
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 11
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 10
         },
         {
           "name": "TikTok",
@@ -7435,83 +7938,103 @@
           "frequency": 10
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 7
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 10
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 5
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 7
+          "name": "Snap",
+          "slug": "snapchat",
+          "frequency": 5
         },
         {
           "name": "Intuit",
           "slug": "intuit",
-          "frequency": 6
+          "frequency": 5
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
-          "frequency": 6
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 4
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 5
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
-          "frequency": 5
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 4
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Anduril",
+          "slug": "anduril",
           "frequency": 3
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "DoorDash",
+          "slug": "doordash",
           "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Nvidia",
+          "slug": "nvidia",
+          "frequency": 3
+        },
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 3
         },
+        {
+          "name": "Flipkart",
+          "slug": "flipkart",
+          "frequency": 2
+        },
+        {
+          "name": "Remitly",
+          "slug": "remitly",
+          "frequency": 2
+        },
+        {
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 2
+        },
         {
           "name": "Walmart Labs",
           "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Snowflake",
-          "slug": "snowflake",
+          "name": "Netflix",
+          "slug": "netflix",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "Arista Networks",
+          "slug": "arista-networks",
           "frequency": 2
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         }
       ]
@@ -7528,29 +8051,14 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 4
-        },
         {
           "name": "Google",
           "slug": "google",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
-        },
-        {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Splunk",
+          "slug": "splunk",
           "frequency": 2
         }
       ]
@@ -7566,45 +8074,40 @@
       "difficulty": "Hard",
       "premium": true,
       "companies": [
+        {
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 25
+        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 4
+          "frequency": 11
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
+          "frequency": 8
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 2
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 4
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 3
         },
         {
-          "name": "Airbnb",
-          "slug": "airbnb",
-          "frequency": 2
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 3
         }
       ]
     },
@@ -7618,7 +8121,13 @@
       ],
       "difficulty": "Medium",
       "premium": true,
-      "companies": []
+      "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
+        }
+      ]
     },
     {
       "id": 119,
@@ -7629,7 +8138,13 @@
       ],
       "difficulty": "Medium",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 2
+        }
+      ]
     },
     {
       "id": 120,
@@ -7644,7 +8159,12 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 4
+          "frequency": 2
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 2
         }
       ]
     },
@@ -7662,11 +8182,21 @@
         {
           "name": "Meta",
           "slug": "facebook",
+          "frequency": 5
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 3
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -7681,54 +8211,39 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 4
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
+          "frequency": 16
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 3
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
+          "frequency": 10
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 2
+          "frequency": 5
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
+          "frequency": 5
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Palo Alto Networks",
+          "slug": "palo-alto-networks",
           "frequency": 2
         },
         {
@@ -7737,13 +8252,13 @@
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         }
       ]
@@ -7761,21 +8276,31 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 10
+          "frequency": 19
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 5
+          "frequency": 6
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
-          "frequency": 3
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 5
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
+          "frequency": 5
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
+        },
+        {
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 3
         },
         {
@@ -7784,13 +8309,18 @@
           "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         },
         {
@@ -7799,18 +8329,18 @@
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "Sigmoid",
+          "slug": "sigmoid",
           "frequency": 2
         }
       ]
@@ -7829,46 +8359,56 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 56
+          "frequency": 134
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 6
+          "frequency": 17
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Google",
+          "slug": "google",
           "frequency": 5
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 3
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 5
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 3
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 4
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 4
         },
         {
           "name": "Walmart Labs",
           "slug": "walmart-labs",
+          "frequency": 3
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -7887,31 +8427,36 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 9
+          "frequency": 38
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 15
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Google",
+          "slug": "google",
           "frequency": 4
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
+          "name": "Okta",
+          "slug": "okta",
+          "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -7926,39 +8471,29 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 6
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 3
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
+          "frequency": 13
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 2
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         }
       ]
@@ -7973,34 +8508,29 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 5
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
           "frequency": 2
         }
       ]
@@ -8018,31 +8548,36 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 7
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
           "frequency": 6
         },
         {
           "name": "LinkedIn",
           "slug": "linkedin",
+          "frequency": 5
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 4
         },
         {
           "name": "Meta",
           "slug": "facebook",
+          "frequency": 4
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 2
+          "name": "Arista Networks",
+          "slug": "arista-networks",
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -8060,41 +8595,46 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 51
+          "frequency": 116
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 9
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "frequency": 8
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 7
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 4
+          "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 2
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 2
+        },
+        {
+          "name": "Verkada",
+          "slug": "verkada",
           "frequency": 2
         }
       ]
@@ -8110,13 +8650,18 @@
       "premium": false,
       "companies": [
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
         },
         {
-          "name": "MongoDB",
-          "slug": "mongodb",
+          "name": "josh technology",
+          "slug": "josh-technology",
+          "frequency": 2
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         }
       ]
@@ -8132,33 +8677,33 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 8
+        },
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 8
         },
         {
           "name": "Amazon",
           "slug": "amazon",
+          "frequency": 7
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 4
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 4
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 3
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 3
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
           "frequency": 2
         }
       ]
@@ -8179,19 +8724,14 @@
           "frequency": 4
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 3
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 2
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
+          "frequency": 3
         }
       ]
     },
@@ -8205,14 +8745,29 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 7
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
+          "frequency": 7
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        },
+        {
+          "name": "Palo Alto Networks",
+          "slug": "palo-alto-networks",
+          "frequency": 2
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         }
       ]
@@ -8227,30 +8782,25 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 6
+        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 7
+          "frequency": 4
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 2
-        },
-        {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
-          "frequency": 2
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
+          "frequency": 3
         }
       ]
     },
@@ -8265,18 +8815,18 @@
       "premium": false,
       "companies": [
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Google",
+          "slug": "google",
           "frequency": 3
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
@@ -8284,19 +8834,14 @@
           "slug": "amazon",
           "frequency": 2
         },
-        {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
-        },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         }
       ]
@@ -8314,51 +8859,51 @@
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 72
+          "frequency": 123
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 20
+          "frequency": 37
+        },
+        {
+          "name": "Atlassian",
+          "slug": "atlassian",
+          "frequency": 9
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 5
+          "frequency": 6
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 5
         },
-        {
-          "name": "GE Healthcare",
-          "slug": "ge-healthcare",
-          "frequency": 3
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 2
-        },
-        {
-          "name": "LinkedIn",
-          "slug": "linkedin",
-          "frequency": 2
+          "frequency": 4
         },
         {
           "name": "Oracle",
           "slug": "oracle",
+          "frequency": 3
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
@@ -8370,6 +8915,11 @@
           "name": "TikTok",
           "slug": "tiktok",
           "frequency": 2
+        },
+        {
+          "name": "Intuit",
+          "slug": "intuit",
+          "frequency": 2
         }
       ]
     },
@@ -8397,21 +8947,26 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 5
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 3
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -8427,24 +8982,24 @@
       "premium": false,
       "companies": [
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 7
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 11
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 4
+          "frequency": 6
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 4
+          "name": "Google",
+          "slug": "google",
+          "frequency": 5
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
         },
         {
           "name": "Meta",
@@ -8452,18 +9007,13 @@
           "frequency": 3
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 2
         }
       ]
@@ -8478,84 +9028,49 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 11
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
-        },
-        {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 4
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 4
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
-        },
-        {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 3
-        },
-        {
-          "name": "Nvidia",
-          "slug": "nvidia",
-          "frequency": 3
-        },
-        {
-          "name": "SIG",
-          "slug": "sig",
-          "frequency": 3
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 6
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 5
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         }
       ]
@@ -8574,56 +9089,71 @@
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 6
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 6
         },
         {
           "name": "DoorDash",
           "slug": "doordash",
-          "frequency": 5
+          "frequency": 6
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
+          "frequency": 5
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 4
         },
         {
-          "name": "Block",
-          "slug": "square",
+          "name": "Docusign",
+          "slug": "docusign",
           "frequency": 3
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 2
+          "name": "General Motors",
+          "slug": "general-motors",
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 2
         },
         {
-          "name": "Arista Networks",
-          "slug": "arista-networks",
+          "name": "Roblox",
+          "slug": "roblox",
           "frequency": 2
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
+          "name": "Citadel",
+          "slug": "citadel",
           "frequency": 2
         },
         {
-          "name": "Docusign",
-          "slug": "docusign",
+          "name": "MongoDB",
+          "slug": "mongodb",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Grammarly",
+          "slug": "grammarly",
           "frequency": 2
         }
       ]
@@ -8644,28 +9174,23 @@
           "frequency": 25
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 13
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 7
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 6
+          "name": "Google",
+          "slug": "google",
+          "frequency": 12
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 6
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 11
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 5
         },
         {
@@ -8674,24 +9199,24 @@
           "frequency": 4
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 4
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 3
         },
         {
           "name": "Snap",
@@ -8699,28 +9224,18 @@
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
-          "frequency": 2
-        },
-        {
-          "name": "Arista Networks",
-          "slug": "arista-networks",
-          "frequency": 2
-        },
-        {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
-          "name": "Arcesium",
-          "slug": "arcesium",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Patreon",
-          "slug": "patreon",
+          "name": "Datadog",
+          "slug": "datadog",
           "frequency": 2
         }
       ]
@@ -8735,54 +9250,74 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 13
+        },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 10
+          "frequency": 9
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 8
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 7
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
-          "frequency": 5
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 6
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 6
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 3
+        },
+        {
+          "name": "Nvidia",
+          "slug": "nvidia",
+          "frequency": 3
         },
         {
           "name": "Citadel",
           "slug": "citadel",
-          "frequency": 4
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
+          "name": "DoorDash",
+          "slug": "doordash",
+          "frequency": 3
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
-          "name": "Qumulo",
-          "slug": "qumulo",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         }
       ]
@@ -8798,69 +9333,69 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 18
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 12
+          "frequency": 15
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 5
+          "name": "Uber",
+          "slug": "uber",
+          "frequency": 7
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 5
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 7
         },
         {
           "name": "Two Sigma",
           "slug": "two-sigma",
+          "frequency": 5
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 4
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
-          "frequency": 3
+          "name": "Wix",
+          "slug": "wix",
+          "frequency": 4
         },
         {
-          "name": "Capital One",
-          "slug": "capital-one",
+          "name": "Snap",
+          "slug": "snapchat",
           "frequency": 3
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
-          "frequency": 2
+          "name": "DoorDash",
+          "slug": "doordash",
+          "frequency": 3
         },
         {
           "name": "Cisco",
           "slug": "cisco",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Roblox",
-          "slug": "roblox",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Snowflake",
-          "slug": "snowflake",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "DoorDash",
-          "slug": "doordash",
+          "name": "Aurora",
+          "slug": "aurora",
           "frequency": 2
         }
       ]
@@ -8878,52 +9413,67 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 15
+          "frequency": 30
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 10
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 20
+        },
+        {
+          "name": "Pinterest",
+          "slug": "pinterest",
+          "frequency": 8
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 8
+          "frequency": 6
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 7
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 4
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 6
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 4
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 4
         },
         {
-          "name": "Pinterest",
-          "slug": "pinterest",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
-          "name": "IXL",
-          "slug": "ixl",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Anduril",
+          "slug": "anduril",
+          "frequency": 3
+        },
+        {
+          "name": "Tinder",
+          "slug": "tinder",
+          "frequency": 3
+        },
+        {
+          "name": "Docusign",
+          "slug": "docusign",
           "frequency": 3
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 3
+          "frequency": 2
         },
         {
           "name": "Uber",
@@ -8931,18 +9481,58 @@
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "IXL",
+          "slug": "ixl",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 2
+        },
+        {
+          "name": "Cohesity",
+          "slug": "cohesity",
+          "frequency": 2
+        },
+        {
+          "name": "Splunk",
+          "slug": "splunk",
+          "frequency": 2
+        },
+        {
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 2
+        },
+        {
+          "name": "Meesho",
+          "slug": "meesho",
+          "frequency": 2
+        },
+        {
+          "name": "Snowflake",
+          "slug": "snowflake",
+          "frequency": 2
+        },
+        {
+          "name": "Okta",
+          "slug": "okta",
+          "frequency": 2
+        },
+        {
+          "name": "KLA",
+          "slug": "kla",
+          "frequency": 2
+        },
+        {
+          "name": "Coupang",
+          "slug": "coupang",
           "frequency": 2
         }
       ]
@@ -8957,24 +9547,29 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 6
-        },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 6
+          "frequency": 33
         },
         {
-          "name": "Datadog",
-          "slug": "datadog",
+          "name": "Google",
+          "slug": "google",
           "frequency": 3
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Spotify",
+          "slug": "spotify",
+          "frequency": 3
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 2
+        },
+        {
+          "name": "Datadog",
+          "slug": "datadog",
           "frequency": 2
         }
       ]
@@ -8989,149 +9584,149 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 102
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 79
+          "frequency": 237
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 41
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 117
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 26
+          "frequency": 76
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 20
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 59
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 17
+          "frequency": 35
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 12
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 10
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 9
+          "name": "Spotify",
+          "slug": "spotify",
+          "frequency": 5
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 8
+          "name": "Nvidia",
+          "slug": "nvidia",
+          "frequency": 5
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
-          "frequency": 8
+          "name": "Accenture",
+          "slug": "accenture",
+          "frequency": 5
         },
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 5
-        },
-        {
-          "name": "IBM",
-          "slug": "ibm",
-          "frequency": 5
+          "frequency": 4
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 4
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 4
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "EPAM Systems",
+          "slug": "epam-systems",
           "frequency": 4
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 4
         },
         {
           "name": "SAP",
           "slug": "sap",
-          "frequency": 3
+          "frequency": 4
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
+          "name": "IBM",
+          "slug": "ibm",
+          "frequency": 4
         },
         {
           "name": "DoorDash",
           "slug": "doordash",
+          "frequency": 4
+        },
+        {
+          "name": "Hubspot",
+          "slug": "hubspot",
+          "frequency": 4
+        },
+        {
+          "name": "Deloitte",
+          "slug": "deloitte",
           "frequency": 3
         },
         {
-          "name": "Ozon",
-          "slug": "ozon",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 3
         },
         {
-          "name": "Morgan Stanley",
-          "slug": "morgan-stanley",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 3
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
+          "name": "American Express",
+          "slug": "american-express",
           "frequency": 3
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "PayPal",
+          "slug": "paypal",
           "frequency": 3
         },
         {
-          "name": "Samsung",
-          "slug": "samsung",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 2
         },
         {
-          "name": "Grab",
-          "slug": "grab",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Comcast",
+          "slug": "comcast",
           "frequency": 2
         },
         {
-          "name": "J.P. Morgan",
-          "slug": "jpmorgan",
+          "name": "Western Digital",
+          "slug": "western-digital",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Intel",
+          "slug": "intel",
           "frequency": 2
         },
         {
-          "name": "Nutanix",
-          "slug": "nutanix",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
@@ -9140,8 +9735,23 @@
           "frequency": 2
         },
         {
-          "name": "Siemens",
-          "slug": "siemens",
+          "name": "Accolite",
+          "slug": "accolite",
+          "frequency": 2
+        },
+        {
+          "name": "tcs",
+          "slug": "tcs",
+          "frequency": 2
+        },
+        {
+          "name": "Cognizant",
+          "slug": "cognizant",
+          "frequency": 2
+        },
+        {
+          "name": "persistent systems",
+          "slug": "persistent-systems",
           "frequency": 2
         },
         {
@@ -9150,23 +9760,23 @@
           "frequency": 2
         },
         {
-          "name": "Deloitte",
-          "slug": "deloitte",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         },
         {
-          "name": "Barclays",
-          "slug": "barclays",
+          "name": "HCL",
+          "slug": "hcl",
           "frequency": 2
         },
         {
-          "name": "eBay",
-          "slug": "ebay",
+          "name": "LinkedIn",
+          "slug": "linkedin",
           "frequency": 2
         },
         {
-          "name": "Huawei",
-          "slug": "huawei",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
@@ -9175,48 +9785,63 @@
           "frequency": 2
         },
         {
-          "name": "PayPal",
-          "slug": "paypal",
+          "name": "Naver",
+          "slug": "naver",
           "frequency": 2
         },
         {
-          "name": "Visa",
-          "slug": "visa",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 2
         },
         {
-          "name": "Deutsche Bank",
-          "slug": "deutsche-bank",
+          "name": "Epic Systems",
+          "slug": "epic-systems",
           "frequency": 2
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 2
         },
         {
-          "name": "Atlassian",
-          "slug": "atlassian",
+          "name": "Splunk",
+          "slug": "splunk",
           "frequency": 2
         },
         {
-          "name": "BNY Mellon",
-          "slug": "bny-mellon",
+          "name": "Tinkoff",
+          "slug": "tinkoff",
           "frequency": 2
         },
         {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
+          "name": "Tekion",
+          "slug": "tekion",
           "frequency": 2
         },
         {
-          "name": "Mastercard",
-          "slug": "mastercard",
+          "name": "jio",
+          "slug": "jio",
+          "frequency": 2
+        },
+        {
+          "name": "KLA",
+          "slug": "kla",
+          "frequency": 2
+        },
+        {
+          "name": "Criteo",
+          "slug": "criteo",
+          "frequency": 2
+        },
+        {
+          "name": "Pwc",
+          "slug": "pwc",
           "frequency": 2
         },
         {
-          "name": "Altimetrik",
-          "slug": "altimetrik",
+          "name": "Airbus SE",
+          "slug": "airbus",
           "frequency": 2
         }
       ]
@@ -9232,48 +9857,43 @@
       "premium": false,
       "companies": [
         {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 7
-        },
-        {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 4
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 21
         },
         {
           "name": "Uber",
           "slug": "uber",
-          "frequency": 4
+          "frequency": 16
         },
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
+          "name": "Google",
+          "slug": "google",
+          "frequency": 5
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 4
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Yandex",
+          "slug": "yandex",
+          "frequency": 4
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 2
+          "name": "Instacart",
+          "slug": "instacart",
+          "frequency": 4
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 2
+          "frequency": 3
         },
         {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
+          "name": "Agoda",
+          "slug": "agoda",
           "frequency": 2
         }
       ]
@@ -9288,44 +9908,44 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 4
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 5
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
-          "frequency": 2
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 5
         },
         {
-          "name": "Tinkoff",
-          "slug": "tinkoff",
+          "name": "Microstrategy",
+          "slug": "microstrategy",
+          "frequency": 3
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Booking.com",
-          "slug": "bookingcom",
+          "name": "Agoda",
+          "slug": "agoda",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "IBM",
+          "slug": "ibm",
           "frequency": 2
         },
         {
-          "name": "Grammarly",
-          "slug": "grammarly",
+          "name": "Wayfair",
+          "slug": "wayfair",
           "frequency": 2
         }
       ]
@@ -9341,29 +9961,39 @@
       "premium": false,
       "companies": [
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 40
+          "name": "Google",
+          "slug": "google",
+          "frequency": 33
         },
         {
           "name": "Amazon",
           "slug": "amazon",
+          "frequency": 29
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 21
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 13
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 14
+        },
+        {
+          "name": "Visa",
+          "slug": "visa",
+          "frequency": 10
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 8
+          "frequency": 9
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 7
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 6
         },
         {
           "name": "Cloudflare",
@@ -9373,71 +10003,71 @@
         {
           "name": "Apple",
           "slug": "apple",
-          "frequency": 4
+          "frequency": 3
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
-          "frequency": 3
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
+          "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 3
+          "name": "IBM",
+          "slug": "ibm",
+          "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 3
+          "name": "Meesho",
+          "slug": "meesho",
+          "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Barclays",
-          "slug": "barclays",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Tesla",
+          "slug": "tesla",
           "frequency": 2
         },
         {
-          "name": "Agoda",
-          "slug": "agoda",
+          "name": "American Express",
+          "slug": "american-express",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
-          "name": "Cisco",
-          "slug": "cisco",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         },
         {
-          "name": "Docusign",
-          "slug": "docusign",
+          "name": "Agoda",
+          "slug": "agoda",
           "frequency": 2
         },
         {
-          "name": "Altimetrik",
-          "slug": "altimetrik",
+          "name": "Turing",
+          "slug": "turing",
           "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Vimeo",
+          "slug": "vimeo",
           "frequency": 2
         }
       ]
@@ -9452,39 +10082,44 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 5
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 4
+          "frequency": 12
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 2
+          "frequency": 5
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 4
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
+          "frequency": 4
+        },
+        {
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Dream11",
+          "slug": "dream11",
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         }
       ]
@@ -9499,19 +10134,19 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "ServiceNow",
-          "slug": "servicenow",
-          "frequency": 9
-        },
         {
           "name": "Salesforce",
           "slug": "salesforce",
-          "frequency": 6
+          "frequency": 11
         },
         {
-          "name": "IBM",
-          "slug": "ibm",
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 4
+        },
+        {
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 4
         },
         {
@@ -9520,33 +10155,38 @@
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 3
+          "name": "Airbnb",
+          "slug": "airbnb",
+          "frequency": 3
+        },
+        {
+          "name": "Squarepoint Capital",
+          "slug": "squarepoint-capital",
+          "frequency": 2
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
+          "name": "Samsung",
+          "slug": "samsung",
+          "frequency": 2
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Flexport",
+          "slug": "flexport",
           "frequency": 2
         },
         {
-          "name": "SoFi",
-          "slug": "sofi",
+          "name": "Agoda",
+          "slug": "agoda",
           "frequency": 2
         }
       ]
@@ -9561,44 +10201,34 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 9
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 7
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 5
+          "frequency": 17
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 4
+          "frequency": 14
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 13
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 12
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 4
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 4
         },
         {
@@ -9607,33 +10237,38 @@
           "frequency": 3
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 3
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 2
         },
         {
-          "name": "Swiggy",
-          "slug": "swiggy",
+          "name": "Cisco",
+          "slug": "cisco",
           "frequency": 2
         },
         {
-          "name": "PhonePe",
-          "slug": "phonepe",
+          "name": "Morgan Stanley",
+          "slug": "morgan-stanley",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Autodesk",
+          "slug": "autodesk",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Capgemini",
+          "slug": "capgemini",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "eBay",
+          "slug": "ebay",
+          "frequency": 2
+        },
+        {
+          "name": "Swiggy",
+          "slug": "swiggy",
           "frequency": 2
         }
       ]
@@ -9651,22 +10286,17 @@
         {
           "name": "Goldman Sachs",
           "slug": "goldman-sachs",
-          "frequency": 42
+          "frequency": 70
         },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 41
+          "frequency": 61
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 21
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 18
+          "frequency": 34
         },
         {
           "name": "Meta",
@@ -9674,148 +10304,158 @@
           "frequency": 12
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 6
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 11
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
+          "frequency": 11
+        },
+        {
+          "name": "Zopsmart",
+          "slug": "zopsmart",
+          "frequency": 8
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 5
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 5
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 4
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "PhonePe",
+          "slug": "phonepe",
           "frequency": 4
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "Uber",
+          "slug": "uber",
           "frequency": 3
         },
         {
-          "name": "Zopsmart",
-          "slug": "zopsmart",
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 3
         },
         {
-          "name": "Intuit",
-          "slug": "intuit",
+          "name": "Salesforce",
+          "slug": "salesforce",
           "frequency": 3
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 3
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Expedia",
+          "slug": "expedia",
           "frequency": 3
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
-          "frequency": 3
+          "name": "Adobe",
+          "slug": "adobe",
+          "frequency": 2
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "ByteDance",
-          "slug": "bytedance",
+          "name": "Nutanix",
+          "slug": "nutanix",
           "frequency": 2
         },
         {
-          "name": "Expedia",
-          "slug": "expedia",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 2
         },
         {
-          "name": "Myntra",
-          "slug": "myntra",
+          "name": "DE Shaw",
+          "slug": "de-shaw",
           "frequency": 2
         },
         {
-          "name": "American Express",
-          "slug": "american-express",
+          "name": "Tekion",
+          "slug": "tekion",
           "frequency": 2
         },
         {
-          "name": "Intel",
-          "slug": "intel",
+          "name": "Media.net",
+          "slug": "medianet",
           "frequency": 2
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Zeta",
+          "slug": "zeta",
           "frequency": 2
         },
         {
-          "name": "Atlassian",
-          "slug": "atlassian",
+          "name": "Roblox",
+          "slug": "roblox",
           "frequency": 2
         },
         {
-          "name": "DE Shaw",
-          "slug": "de-shaw",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
-          "name": "C3 IoT",
-          "slug": "c3-iot",
+          "name": "ThousandEyes",
+          "slug": "thousandeyes",
           "frequency": 2
         },
         {
-          "name": "PhonePe",
-          "slug": "phonepe",
+          "name": "InMobi",
+          "slug": "inmobi",
           "frequency": 2
         },
         {
-          "name": "carwale",
-          "slug": "carwale",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 2
         },
         {
-          "name": "Media.net",
-          "slug": "medianet",
+          "name": "HashedIn",
+          "slug": "hashedin",
           "frequency": 2
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Grammarly",
+          "slug": "grammarly",
           "frequency": 2
         }
       ]
@@ -9833,17 +10473,17 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 21
+          "frequency": 28
         },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 16
+          "frequency": 24
         },
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 11
+          "name": "Bloomberg",
+          "slug": "bloomberg",
+          "frequency": 9
         },
         {
           "name": "Meta",
@@ -9851,38 +10491,58 @@
           "frequency": 8
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 8
+          "name": "Microsoft",
+          "slug": "microsoft",
+          "frequency": 7
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 5
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 3
+        },
+        {
+          "name": "ServiceNow",
+          "slug": "servicenow",
+          "frequency": 3
+        },
+        {
+          "name": "SAP",
+          "slug": "sap",
+          "frequency": 3
+        },
+        {
+          "name": "Deloitte",
+          "slug": "deloitte",
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
-          "frequency": 3
+          "name": "Expedia",
+          "slug": "expedia",
+          "frequency": 2
+        },
+        {
+          "name": "Myntra",
+          "slug": "myntra",
+          "frequency": 2
         },
         {
-          "name": "Flipkart",
-          "slug": "flipkart",
-          "frequency": 3
+          "name": "HashedIn",
+          "slug": "hashedin",
+          "frequency": 2
         },
         {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Visa",
+          "slug": "visa",
           "frequency": 2
         },
         {
@@ -9891,13 +10551,13 @@
           "frequency": 2
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Snowflake",
+          "slug": "snowflake",
           "frequency": 2
         },
         {
-          "name": "Accenture",
-          "slug": "accenture",
+          "name": "Zopsmart",
+          "slug": "zopsmart",
           "frequency": 2
         }
       ]
@@ -9934,16 +10594,6 @@
       "difficulty": "Medium",
       "premium": false,
       "companies": [
-        {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 3
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 3
-        },
         {
           "name": "Google",
           "slug": "google",
@@ -9964,22 +10614,7 @@
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 14
-        },
-        {
-          "name": "eBay",
-          "slug": "ebay",
-          "frequency": 2
-        },
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
-        },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 2
+          "frequency": 31
         }
       ]
     },
@@ -9992,13 +10627,7 @@
       ],
       "difficulty": "Hard",
       "premium": false,
-      "companies": [
-        {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 2
-        }
-      ]
+      "companies": []
     },
     {
       "id": 161,
@@ -10013,16 +10642,21 @@
         {
           "name": "Airbnb",
           "slug": "airbnb",
-          "frequency": 8
+          "frequency": 6
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Amazon",
+          "slug": "amazon",
           "frequency": 2
         },
         {
-          "name": "Yandex",
-          "slug": "yandex",
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
+        },
+        {
+          "name": "Google",
+          "slug": "google",
           "frequency": 2
         }
       ]
@@ -10037,15 +10671,10 @@
       "difficulty": "Hard",
       "premium": true,
       "companies": [
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 6
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 3
+          "frequency": 4
         },
         {
           "name": "Google",
@@ -10053,28 +10682,28 @@
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
-          "frequency": 2
+          "name": "Pinterest",
+          "slug": "pinterest",
+          "frequency": 3
         },
         {
-          "name": "Citadel",
-          "slug": "citadel",
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 2
         },
         {
-          "name": "Pinterest",
-          "slug": "pinterest",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 2
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
+          "name": "MongoDB",
+          "slug": "mongodb",
           "frequency": 2
         },
         {
-          "name": "Remitly",
-          "slug": "remitly",
+          "name": "TikTok",
+          "slug": "tiktok",
           "frequency": 2
         }
       ]
@@ -10101,7 +10730,13 @@
       ],
       "difficulty": "Hard",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "Citadel",
+          "slug": "citadel",
+          "frequency": 3
+        }
+      ]
     },
     {
       "id": 165,
@@ -10113,45 +10748,35 @@
       "difficulty": "Hard",
       "premium": false,
       "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 48
+        },
         {
           "name": "Amazon",
           "slug": "amazon",
-          "frequency": 21
+          "frequency": 31
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 14
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 25
         },
         {
           "name": "Meta",
           "slug": "facebook",
           "frequency": 14
         },
-        {
-          "name": "Goldman Sachs",
-          "slug": "goldman-sachs",
-          "frequency": 13
-        },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 10
+          "frequency": 13
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 6
-        },
-        {
-          "name": "Wix",
-          "slug": "wix",
-          "frequency": 5
-        },
-        {
-          "name": "Uber",
-          "slug": "uber",
-          "frequency": 5
+          "frequency": 9
         },
         {
           "name": "Rippling",
@@ -10159,63 +10784,63 @@
           "frequency": 5
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Cognizant",
+          "slug": "cognizant",
+          "frequency": 3
         },
         {
-          "name": "TikTok",
-          "slug": "tiktok",
-          "frequency": 4
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Wix",
+          "slug": "wix",
           "frequency": 3
         },
         {
-          "name": "Snap",
-          "slug": "snapchat",
+          "name": "Apple",
+          "slug": "apple",
           "frequency": 2
         },
         {
-          "name": "LinkedIn",
-          "slug": "linkedin",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 2
         },
         {
-          "name": "Wipro",
-          "slug": "wipro",
+          "name": "Autodesk",
+          "slug": "autodesk",
           "frequency": 2
         },
         {
-          "name": "VMware",
-          "slug": "vmware",
+          "name": "Adobe",
+          "slug": "adobe",
           "frequency": 2
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "Akamai",
-          "slug": "akamai",
+          "name": "Palo Alto Networks",
+          "slug": "palo-alto-networks",
           "frequency": 2
         },
         {
-          "name": "PornHub",
-          "slug": "pornhub",
+          "name": "Okta",
+          "slug": "okta",
           "frequency": 2
         }
       ]
@@ -10230,55 +10855,45 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 15
-        },
         {
           "name": "Google",
           "slug": "google",
-          "frequency": 11
+          "frequency": 23
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 14
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 8
+          "frequency": 14
         },
         {
           "name": "Bloomberg",
           "slug": "bloomberg",
-          "frequency": 8
+          "frequency": 14
         },
         {
           "name": "Meta",
           "slug": "facebook",
-          "frequency": 7
+          "frequency": 11
         },
         {
           "name": "tcs",
           "slug": "tcs",
-          "frequency": 7
-        },
-        {
-          "name": "Apple",
-          "slug": "apple",
           "frequency": 3
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Accenture",
+          "slug": "accenture",
           "frequency": 3
         },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
-        },
         {
           "name": "DE Shaw",
           "slug": "de-shaw",
-          "frequency": 2
+          "frequency": 3
         },
         {
           "name": "Oracle",
@@ -10286,18 +10901,18 @@
           "frequency": 2
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Qualcomm",
+          "slug": "qualcomm",
           "frequency": 2
         },
         {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "Zoho",
+          "slug": "zoho",
           "frequency": 2
         },
         {
-          "name": "Pwc",
-          "slug": "pwc",
+          "name": "Autodesk",
+          "slug": "autodesk",
           "frequency": 2
         }
       ]
@@ -10311,7 +10926,23 @@
       ],
       "difficulty": "Easy",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 2
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 2
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        }
+      ]
     },
     {
       "id": 168,
@@ -10325,83 +10956,88 @@
       "premium": false,
       "companies": [
         {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 41
-        },
-        {
-          "name": "Amazon",
-          "slug": "amazon",
-          "frequency": 12
-        },
-        {
-          "name": "Yandex",
-          "slug": "yandex",
-          "frequency": 11
+          "name": "Google",
+          "slug": "google",
+          "frequency": 14
         },
         {
           "name": "Microsoft",
           "slug": "microsoft",
-          "frequency": 10
+          "frequency": 9
         },
         {
-          "name": "Zoho",
-          "slug": "zoho",
-          "frequency": 9
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 8
         },
         {
-          "name": "Google",
-          "slug": "google",
-          "frequency": 7
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 8
         },
         {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 4
+          "name": "Apple",
+          "slug": "apple",
+          "frequency": 6
         },
         {
-          "name": "Nvidia",
-          "slug": "nvidia",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 4
         },
         {
-          "name": "tcs",
-          "slug": "tcs",
+          "name": "Yandex",
+          "slug": "yandex",
           "frequency": 3
         },
         {
-          "name": "Uber",
-          "slug": "uber",
+          "name": "Oracle",
+          "slug": "oracle",
           "frequency": 3
         },
         {
-          "name": "Yahoo",
-          "slug": "yahoo",
+          "name": "ServiceNow",
+          "slug": "servicenow",
           "frequency": 3
         },
         {
-          "name": "ServiceNow",
-          "slug": "servicenow",
+          "name": "NetApp",
+          "slug": "netapp",
           "frequency": 3
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Capgemini",
+          "slug": "capgemini",
           "frequency": 2
         },
         {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
+          "name": "SAP",
+          "slug": "sap",
           "frequency": 2
         },
         {
-          "name": "Oracle",
-          "slug": "oracle",
+          "name": "Walmart Labs",
+          "slug": "walmart-labs",
           "frequency": 2
         },
         {
-          "name": "Tesla",
-          "slug": "tesla",
+          "name": "PayPal",
+          "slug": "paypal",
+          "frequency": 2
+        },
+        {
+          "name": "Cisco",
+          "slug": "cisco",
+          "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
+        },
+        {
+          "name": "tcs",
+          "slug": "tcs",
           "frequency": 2
         },
         {
@@ -10415,23 +11051,18 @@
           "frequency": 2
         },
         {
-          "name": "Walmart Labs",
-          "slug": "walmart-labs",
-          "frequency": 2
-        },
-        {
-          "name": "Salesforce",
-          "slug": "salesforce",
+          "name": "JTG",
+          "slug": "jtg",
           "frequency": 2
         },
         {
-          "name": "Cognizant",
-          "slug": "cognizant",
+          "name": "Anduril",
+          "slug": "anduril",
           "frequency": 2
         },
         {
-          "name": "Ozon",
-          "slug": "ozon",
+          "name": "KPMG",
+          "slug": "kpmg",
           "frequency": 2
         }
       ]
@@ -10446,54 +11077,34 @@
       "difficulty": "Easy",
       "premium": false,
       "companies": [
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 11
+        },
         {
           "name": "Google",
           "slug": "google",
           "frequency": 4
         },
-        {
-          "name": "Microsoft",
-          "slug": "microsoft",
-          "frequency": 3
-        },
         {
           "name": "Amazon",
           "slug": "amazon",
+          "frequency": 4
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 3
         },
         {
           "name": "Yandex",
           "slug": "yandex",
-          "frequency": 3
+          "frequency": 2
         },
         {
           "name": "Pinterest",
           "slug": "pinterest",
-          "frequency": 3
-        },
-        {
-          "name": "Meta",
-          "slug": "facebook",
-          "frequency": 2
-        },
-        {
-          "name": "Adobe",
-          "slug": "adobe",
-          "frequency": 2
-        },
-        {
-          "name": "Bloomberg",
-          "slug": "bloomberg",
-          "frequency": 2
-        },
-        {
-          "name": "Accenture",
-          "slug": "accenture",
-          "frequency": 2
-        },
-        {
-          "name": "Nvidia",
-          "slug": "nvidia",
           "frequency": 2
         }
       ]
@@ -10510,13 +11121,18 @@
       "premium": false,
       "companies": [
         {
-          "name": "Microsoft",
-          "slug": "microsoft",
+          "name": "Meta",
+          "slug": "facebook",
           "frequency": 2
         },
         {
-          "name": "Google",
-          "slug": "google",
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 2
+        },
+        {
+          "name": "Capital One",
+          "slug": "capital-one",
           "frequency": 2
         }
       ]
@@ -10531,7 +11147,13 @@
       ],
       "difficulty": "Medium",
       "premium": true,
-      "companies": []
+      "companies": [
+        {
+          "name": "LinkedIn",
+          "slug": "linkedin",
+          "frequency": 3
+        }
+      ]
     },
     {
       "id": 172,
@@ -10542,7 +11164,18 @@
       ],
       "difficulty": "Medium",
       "premium": false,
-      "companies": []
+      "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 2
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        }
+      ]
     },
     {
       "id": 173,
@@ -10557,11 +11190,48 @@
         {
           "name": "Meta",
           "slug": "facebook",
+          "frequency": 7
+        },
+        {
+          "name": "Google",
+          "slug": "google",
+          "frequency": 3
+        },
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 2
+        },
+        {
+          "name": "Goldman Sachs",
+          "slug": "goldman-sachs",
+          "frequency": 2
+        }
+      ]
+    },
+    {
+      "id": 174,
+      "title": "Gas Station",
+      "slug": "gas-station",
+      "pattern": [
+        "Greedy"
+      ],
+      "difficulty": "Medium",
+      "premium": false,
+      "companies": [
+        {
+          "name": "Amazon",
+          "slug": "amazon",
+          "frequency": 7
+        },
+        {
+          "name": "Microsoft",
+          "slug": "microsoft",
           "frequency": 5
         },
         {
-          "name": "Apple",
-          "slug": "apple",
+          "name": "Bloomberg",
+          "slug": "bloomberg",
           "frequency": 5
         },
         {
@@ -10570,9 +11240,49 @@
           "frequency": 4
         },
         {
-          "name": "Amazon",
-          "slug": "amazon",
+          "name": "Oracle",
+          "slug": "oracle",
+          "frequency": 4
+        },
+        {
+          "name": "Flipkart",
+          "slug": "flipkart",
           "frequency": 4
+        },
+        {
+          "name": "TikTok",
+          "slug": "tiktok",
+          "frequency": 3
+        },
+        {
+          "name": "Meta",
+          "slug": "facebook",
+          "frequency": 2
+        },
+        {
+          "name": "PhonePe",
+          "slug": "phonepe",
+          "frequency": 2
+        },
+        {
+          "name": "BitGo",
+          "slug": "bitgo",
+          "frequency": 2
+        },
+        {
+          "name": "Zoho",
+          "slug": "zoho",
+          "frequency": 2
+        },
+        {
+          "name": "Salesforce",
+          "slug": "salesforce",
+          "frequency": 2
+        },
+        {
+          "name": "ServiceNow",
+          "slug": "servicenow",
+          "frequency": 2
         }
       ]
     }